Search This Blog

Powered by Blogger.

Blog Archive

Labels

Footer About

Footer About

Labels

Mythos 5.2: Anthropic’s AI Gets Better at Finding Vulnerabilities

 

Anthropic has released Claude Mythos 5.2, an access-restricted AI model designed for advanced cybersecurity work, alongside the broadly available Claude Fable 5.2. The company says the new model finds more software vulnerabilities than its predecessor while attempting to escape test sandboxes far less often, signaling progress in both offensive-capability testing and containment controls. 

Mythos 5.2 and Fable 5.2 share the same underlying model, but differ in safety guardrails: Fable includes protections against cybersecurity and biology misuse, whereas Mythos omits some of those restrictions and is available only to vetted organizations through Anthropic’s Cyber and Life Sciences Verification Programs. Anthropic positions Mythos 5.2 as its most capable model for cybersecurity engineering, with stronger abilities to identify, reproduce, and fix vulnerabilities. 

The most prominent external result comes from Mozilla. Brian Grinstead, a distinguished engineer at Mozilla, said that successive Claude models have helped harden Firefox throughout the year, leaving fewer and subtler defects to uncover. Even so, Mythos 5.2 roughly doubled the vulnerability-discovery metrics of Mythos 5.1 across Mozilla’s respective scanning campaigns. 

Measuring the gains 

Anthropic’s internal benchmark, CVE Rediscovery, gives a model source code from before a known CVE was patched and asks it to locate the flaw without assistance. In an October evaluation involving 1,829 CVEs, Mythos 5.2 achieved an 89.6 percent success rate, compared with 78.3 percent for Mythos 5.1 and 81.3 percent for Opus 5.5 when tested without safeguards. 

Anthropic also cited outside testers, including one security company that found that one in six confirmed bugs identified by Mythos 5.2 had been missed by every other frontier model it tested. However, the company added an important qualification: on its own evaluations, vulnerability identification was roughly on par with Opus 5.5, a reminder that benchmark results can vary depending on the test design and evaluation conditions. 

The release also addresses a major safety concern: whether a powerful AI model can circumvent the environment meant to constrain it. Anthropic tested more than 1,800 scenarios in which the sandbox contained an intentional flaw and most tasks could be completed only by escaping it. Mythos 5.2 used credentials or files placed outside the sandbox in 3.1 percent of scenarios. 

That result represents a substantial improvement over earlier versions. Mythos 5.1 escaped or relied on external resources in 21 percent of scenarios, while Mythos 5 did so in 39 percent. Mythos 5.2’s rate was also close to Opus 5.5’s 3.3 percent, suggesting that Anthropic has narrowed a gap in containment behavior between its specialized cyber model and its general-purpose flagship. 

Access and safeguards 

For organizations that do not qualify for direct Mythos access, Anthropic is offering an indirect route through Claude Security, its code-vulnerability scanner, which now uses Mythos 5.2 among other models. This allows enterprise customers to benefit from the model’s bug-finding capabilities without receiving unrestricted access to the underlying system. 

Fable 5.2, by contrast, is available to general users and includes classifiers that block penetration testing, exploit generation, and other high-risk cyber tasks. When such a request is blocked, users receive a response from Opus 4.8 instead. Anthropic says the safeguards remain as robust as those in Fable 5.1 but trigger less often during legitimate work, with early testing showing roughly 60 percent fewer cybersecurity blocks. 

The release illustrates the growing tension at the center of AI cybersecurity: models are becoming more effective at finding real vulnerabilities, which can help defenders patch software faster, but the same capabilities could be valuable to attackers if access controls or safeguards fail. Anthropic’s approach is to separate a highly capable model from its most sensitive uses, reserve direct access for vetted organizations, and route public users toward a more restricted product.

DHS Data Breach Exposes Personal Details of More Than 41,000 US Immigration and Security Personnel

 

Personal and professional details of over 41,000 employees of the United States Department of Homeland Security (DHS) have been leaked online. This includes names, addresses, phone numbers and roles of those working at several federal agencies who are involved in enforcing immigration and national security. 

The data was leaked on October 29, 2026 and shows that over 21,000 people work within Customs and Border Protection (CBP) with almost 6,600 working within Immigration and Customs Enforcement (ICE). Other agencies affected include Homeland Security Investigations, Federal Protective Service and Cybersecurity and Infrastructure Security Agency. The breach was carried out by a group known as the Department of Peace. 

They accessed personal profiles using a single sign-on service known as Okta. The information was then shared by journalist and cybersecurity researcher maia crimew alongside Distributed Denial of Secrets (DDoSecrets). The leaked information also includes the names of secret government operations, people involved and information on the technology used by investigators. Some of the tools include those provided by Cellebrite and Palantir. Emma Best, co-founder of DDoSecrets said the leak was aimed to shine a light on the officials involved in government operations. 

However, the information includes people involved with undercover operations, investigations into government leaks and deportation. The Department of Peace have cited the actions of immigration enforcement officials as the reason for the breach. The DHS have admitted they are aware of the potential breach and are working to resolve this. They have also said employee safety is a priority. Okta have also confirmed they are aware of the claims but have said there is no evidence that their systems or data have been breached. This comes after a number of cybersecurity issues within US government agencies. 

In September 2026 the FBI were targeted by hacking group ShinyHunters. They were able to gain personal information of thousands of agents. The Federal Election Commission also suffered an outage recently after a suspected hacking attack. This breach is particularly worrying as immigration enforcement often carry out operations with their faces covered and minimal identification. This makes having their work details and operations known a potential security risk for employees and their families. 

The breach comes at a time where US immigration enforcement has been under increased scrutiny. Since Donald Trump returned to office in 2025 nearly one million people have been deported from the country. Over 70% of these people had no criminal record.

AI-Powered Cyberattacks Cost Small Indian NBFCs Nearly ₹300 Crore in Two Months; CERT-In Warns of Payment API Exploits


India’s smaller Non-Banking Financial Companies (NBFCs) are facing a growing wave of cyberattacks, with scammers siphoning off an estimated ₹300 crore over the past two months. Nearly 150 complaints and First Information Reports (FIRs) have been registered in connection with the incidents.

According to a report published by The Economic Times, the attacks have primarily targeted smaller NBFCs with annual turnovers of approximately ₹1,000 crore or less. Several financial institutions have experienced repeated attacks, exposing weaknesses in their cybersecurity infrastructure and payment systems.

In one reported incident, a Delhi-based NBFC allegedly lost ₹7.5 crore in an initial cyberattack, followed by another loss of ₹7.25 crore just days later. Investigators believe that inadequate security controls and insufficient monitoring have made smaller lenders attractive targets for cybercriminals.

AI tools making cyberattacks easier

Investigations into some of the incidents have identified a Chinese hacking platform known as CyberStrike. Security experts have also raised concerns about the growing use of artificial intelligence-powered toolkits, including ARTEX and CyberStrike, alongside open-source large language models.

These tools are lowering the technical barriers for cybercriminals by automating reconnaissance, vulnerability identification and other stages of cyberattacks. Attackers can use AI-assisted frameworks to analyse targeted systems and identify weaknesses more efficiently.

According to officials familiar with the investigations, attackers typically spend around 10 to 12 days studying an NBFC's payment infrastructure, including transaction processes, whitelisted identification details and application code, before attempting to steal funds.

Experts have also warned that stolen customer information could be exploited for targeted phishing and social engineering campaigns. Scammers equipped with borrowers' names, loan details and lender information may impersonate financial representatives to deceive customers into sharing sensitive information.

CERT-In flags payment API vulnerabilities

India's national cybersecurity agency, the Indian Computer Emergency Response Team (CERT-In), along with CSIRT-Fin, issued a critical advisory on October 9, highlighting cyber threats targeting NBFCs, digital lenders, fintech companies and payment service providers.

The advisory identified vulnerabilities in applications and payment Application Programming Interfaces (APIs) that could allow attackers to steal banking credentials and initiate unauthorised fund transfers through trusted financial infrastructure.

CERT-In also warned that AI-driven attack frameworks have significantly reduced the time between initial system compromise and financial damage, allowing attackers to execute operations within hours rather than days.

New Apple Updates Fix Privacy and Connectivity Flaws Across Its Ecosystem


The Apple operating systems have been updated with a series of security updates to address vulnerabilities affecting iMessage, Bluetooth and AirPlay, as well as a number of other areas. Among the fixes are two flaws in iMessage that could expose private group conversations to unauthorized individuals, as well as several weaknesses in wireless connectivity features that could allow attackers to establish connections or bypass existing security controls. 

There was an authorization weakness, identified as CVE-2026-113961, which enabled remote attackers to join an iMessage group conversation without proper permission and receive messages from that conversation. In light of the vulnerability, Apple improved validation mechanisms to ensure that unauthorized participants do not have access to conversations that are intended only for a limited number of users. As a result, privacy concerns were raised regarding group communications. 

Second, CVE-2026-113960, a vulnerability in iMessage, exposes messages exchanged within groups before a newly added participant joins them. This created an additional privacy risk since it potentially exposed earlier conversations to individuals who were not members when those discussions were originally sent. Apple confirmed that the affected code was removed as part of the security fixes.

There is no indication, however, that either vulnerability was exploited in real-world attacks prior to the patches being made available, according to the company's advisories. Moreover, details regarding the technical requirements for exploiting the flaws, whether unauthorized participants may be viewed by existing group members, and whether all participants must install the updates to secure a conversation remain unknown. Moreover, the updated versions address a vulnerability related to Google's Brotli compression library, identified as CVE-2026-111497. 

The vulnerability could be exploited by specially crafted inputs to corrupt memory, as the library's decoder is vulnerable to an out-of-bounds write. As of October 27, the Known Exploited Vulnerabilities (KEV) catalog indicates that the vulnerability has been reported as exploitable by the US Cybersecurity and Infrastructure Security Agency (CISA). Nevertheless, Apple's advisory does not specify specific attacks against its devices related to this vulnerability. 

Apple released separate security updates for the supported operating systems to cover these vulnerabilities. Despite the fact that iOS 18.7.12 and watchOS 26.6.1 security notes do not list the same fixes as iOS and iPadOS 27.2.1 advisories, they document all three vulnerabilities. Users who cannot immediately install the updates have been advised that alternative mitigation measures are available. However, the company has not made it clear whether devices running those versions are affected. 

Bluetooth and AirPlay Vulnerabilities Add to Security Concerns

The latest security updates of Apple's devices are also addressing several vulnerabilities affecting Bluetooth and AirPlay connectivity across devices, in addition to the messaging flaws. This vulnerability may allow attackers to bypass wireless pairing safeguards, establish unauthorized connections, or alter the memory of the device.

In two cases, a malicious device could establish a connection without the user's involvement due to a vulnerability in the Bluetooth framework. The other two flaws affected pairing-code protections, potentially making it possible for attackers to bypass restrictions on repeated incorrect attempts. Those issues can be exploited by those within Bluetooth range, while those connected to the same network can trigger the other. 

Apple addressed these vulnerabilities by improving security checks and by making changes to memory and connection management to address a memory-management vulnerability that could allow someone within Bluetooth range to corrupt memory. A pairing-rate-limit vulnerability was also found in AirPlay. Within Bluetooth range or on the same network, an attacker could circumvent restrictions on repeated pairing code attempts by exploiting this weakness. 

Bypassing these limitations could make it easier to unauthorized pair-up. Typically, these limits prevent repeated guesses of the PIN and temporarily block further attempts after several incorrect entries. Additionally, the security releases address a vulnerability relating to App Intents authorization, which could lead to sensitive user information being accessed by applications. Several fixes were made by Apple to address the issue, including improved state management, as well as fixes to messaging, wireless connectivity, application permissions, and data processing. 

Apple Expands Security Fixes Across Its Device Ecosystem

Security patches for iOS, iPad OS, macOS, watchOS and visionOS were rolled out on November 9. According to the released release information, iOS 27.2.1 and 26.7.3, iPad OS 27.2.1 and 26.7.3, macOS Golden Gate 27.2.1 and macOS Tahoe 26.7.3, macOS Sequoia 15.8.3, watchOS 27.2.1 and visionOS 27.2.1 are included in this security update. 

There are several generations of iPads that have also been updated with relevant security patches, including the iPhone 11 and later. The update depends on the device model and operating-system branch of the device. No active exploits of the iMessage and Bluetooth vulnerabilities have been confirmed by Apple. 

Although these updates are important for individual users and enterprise device administrators because of messaging privacy weaknesses, wireless pairing bypasses and memory corruption risks, they are also extremely important for enterprise device administrators. Organizations managing Apple hardware must verify the installed versions across their fleets and prioritize security patches that are applicable.

To prevent potential attacks and safeguard sensitive information, the latest updates emphasize how important it is to maintain secure communication channels and protect wireless connections among connected devices. Apple users and enterprise administrators are encouraged to prioritize the installation of the appropriate patches.

Japan Airlines Passengers Caught in Amadeus Reservation System Breach

 



Japan Airlines has warned roughly 92,000 customers that hackers accessed their personal information through a third-party reservation platform, in what is turning out to be one of the most critical data security incidents to hit the global aviation industry in recent memory.

The airline said the breach originated at Amadeus IT Group, the Spain-based technology company whose software powers ticketing, check-in, and reservation systems for airlines worldwide. JAL said Amadeus notified it the week before it published its own disclosure notice on October 28, 2026, stating that an unauthorized party had accessed "a portion of customer reservation data" stored within the Amadeus platform.

For the vast majority of affected customers, the exposed information included names, booking reference codes, and flight details. But for approximately 2,000 of those customers, the picture is considerably worse. Hackers also accessed passport numbers, frequent-flyer numbers, email addresses, and phone numbers. No credit card numbers or passwords were compromised, JAL said, because that data was not stored in the same system.

Japan Transocean Air, a JAL affiliate, was swept up in the same incident. The two carriers share infrastructure through the Amadeus platform, which is how the breach spread across both brands without requiring a separate intrusion.

JAL said it would reach out to affected customers individually and urged everyone to stay alert for phishing emails, fraudulent phone calls, and fake JAL websites. The warning carries real weight: when scammers know your name, flight number, and booking code, their messages tend to look far more convincing than a generic blast.

The company said its own internal systems were not touched. That distinction, while technically accurate, offers only limited reassurance. From a customer's perspective, the data was real, the exposure was real, and JAL was the brand they trusted when they handed over their information.

JAL is far from alone in this. The Amadeus breach has since grown into an industry-wide event. Cathay Pacific disclosed that hackers used login credentials assigned to one of its system accounts to access reservation data inside Amadeus, with the intrusion running from August 2023 to September 2026, a window of more than three years. Amadeus reportedly detected the unauthorized access in late September, then reset the compromised credentials, disabled the account, and added monitoring. Airlines were notified between October 20 and October 28.

ANA, another major Japanese carrier, said about 37,800 of its customers were affected, with roughly 1,700 of those having passport details viewed. Cathay Pacific put its figure at approximately 53,000 bookings. Korean Air, Asiana Airlines, Malaysia Airlines, and German leisure carrier Condor have all said they are investigating their exposure. Qantas was still assessing whether its bookings were affected as of early November. Three smaller Japanese regional carriers, Air Do, Solaseed Air, and Starflyer, said they had been notified and were reviewing their records.

No single overall figure covering all airlines has been published, but the numbers keep climbing.

The mechanism behind the breach is straightforward and deeply familiar to anyone who follows enterprise security incidents. At its core, attackers used legitimate credentials to log into a system they were not supposed to access. No elaborate zero-day exploit, no ransomware deployment. Someone had the right username and password, and they used it. Cathay Pacific's disclosure that the credentials were tied to a "system account" suggests the compromised login may not have belonged to a human employee at all, but rather to an automated or service-level account, which tend to receive less routine monitoring than individual user logins.

The timeline raises its own troubling questions. If the unauthorized access began in August 2023 and was not detected until September 2026, attackers had more than three years to move through reservation data at their leisure. It is not yet clear whether that access was continuous or sporadic, or whether the full scope of what was taken is known.

The disclosure lands at a sensitive moment for Japan's cybersecurity posture. The country has seen a string of high-profile incidents over the past two years, and Prime Minister Sanae Takaichi convened a cabinet meeting on the issue, pledging emergency measures, though specifics had not been released at the time of publication.

For passengers, the practical exposure is primarily the risk of targeted fraud. Scammers with access to real booking records can craft fake refund notices or schedule-change alerts that clear most basic suspicion checks. Security researchers consistently advise the same response: access your booking only by typing the airline's official website address directly into your browser, and treat any unsolicited message about your flight as suspicious until verified through official channels.

Amadeus has not issued a detailed public statement about how the breach occurred, its full scope, or what it is doing to prevent a similar incident. As more airlines finish their own assessments, that number is likely to rise.



Italy Minister’s Personal Data Leaked on Dark Web

 

Italy’s Foreign Minister Antonio Tajani has said that cybercriminals circulated his personal data on the dark web, exposing him and his family to threats and intimidation. Prime Minister Giorgia Meloni blamed pro-Russian hackers, although Tajani did not publicly identify the attackers. The episode highlights how digital harassment and data leaks can be used to pressure political leaders. 

Tajani, who is also Italy’s deputy prime minister, announced the breach in a social-media post. He said that for days, cybercriminals had been spreading information about him on the dark web while trying to obtain additional details about him and his relatives. He said the criminals were even prepared to pay for further personal information, creating what he described as new threats and intimidation for his family. 

The foreign minister did not specify exactly what data had been leaked or which group carried out the attack. However, he linked the targeting to Italy’s position on Ukraine, saying that defending a sovereign state’s freedom and supporting democracy and independence had made him a target. He also said the attack appeared to be a reaction to measures Italy had taken to strengthen cybersecurity at its foreign ministry. 

Meloni expressed full solidarity with Tajani and described the alleged sale of confidential information about government officials as a matter of grave concern. She said it must be addressed with the utmost determination, framing the incident as an attack not only on an individual minister but on Italy’s institutions. Her statement came amid wider concern across Europe about cyberattacks, sabotage, drone incidents, and other hybrid threats. 

Tajani rejected the intimidation and vowed to continue his work. “I will not allow myself to be intimidated in any way,” he said, adding that he would keep defending his ministry and Italy while strengthening cooperation with partners to improve collective security. Italy remains a supporter of Ukraine, providing humanitarian and military assistance as the country continues to defend itself against Russia’s invasion. 

The incident follows a series of security disruptions across Europe, including hoax bomb threats that caused flight diversions, threats against broadcasters, attacks on supermarket refrigeration systems, and drone incursions. Authorities have not publicly attributed those threats to a particular group or state, and no evidence has emerged directly linking the hoaxes to a government. Still, the alleged leak of Tajani’s data has intensified concerns that political figures and critical institutions are increasingly vulnerable to online intimidation campaigns.

MEXC Faces US Restrictions Over Alleged Sanctions Evasion and Cybercrime


US Treasury officials have blocked MEXC Global from the American financial system due to its alleged involvement in sanctions evasion, cybercrime-related payments, and other illicit financial activities. According to findings by the Financial Crimes Enforcement Network (FinCEN), between May 2021 and May 2026, the Seychelles-based exchange facilitates an estimated $16 billion in suspicious transactions. 

Based on Section 9714(a) of the Combating Russian Money Laundering Act, which was issued on November 6, 2026, MEXC was designated as a primary money laundering concern. In the event the order goes into effect, US financial institutions will be prohibited from processing fund transfers, including cryptocurrency transactions, to and from MEXC. Additionally, MEXC's subsidiaries and overseas operations will be restricted. 

A large part of the Treasury Department's Operation Economic Outcast initiative aims to disrupt financial channels used by Iran to circumvent international sanctions, and the actions form part of that initiative. 

While the MEXC order is based on allegations of the exchange's connection to Russian illicit finance, it is also based on FinCEN's finding that the platform processed approximately $1.5 billion in transactions related to Russian sanctions evasion over the past five years. This activity was reported to involve dealings with a sanctioned cryptocurrency exchange Garantex and its successor, Grinex, with transactions continuing until June 2026. 

Moreover, the agency identified approximately $200 million linked to the stablecoin A7A5, which has been associated with Russian sanctions evasion activities. In addition, substantial financial links were discovered involving Iranian entities as part of the investigation. MEXC reported processing over $1 billion in direct transactions with more than 40 Iranian cryptocurrency exchanges, according to FinCEN. Further transactions reportedly included payments related to sanctioned actors, as well as those involving the Iranian central bank and the Islamic Revolutionary Guard Corps. 

Along with to sanctions-related activity, Treasury accused the exchange of processing funds related to ransomware operations, scams online, and darknet marketplaces. As a result of these findings, FinCEN has expressed concerns about the platform's anti-money laundering (AML) procedures and controls on customer identification. 

According to FinCEN, the alleged activity was caused by severe weaknesses in MEXC's compliance systems, which made it possible to conduct transactions involving high-risk entities. It was established in 2018 and operates in over 170 countries, providing access to thousands of cryptocurrencies and tokenized assets. 

As a result of its scale and involvement in illegal financial flows, the enforcement action has been regarded as an important step forward in the US government's efforts to combat cryptocurrency-based sanctions evasion. 

MEXC Says It Is Cooperating With US Regulators

Upon submitting a response to the enforcement action, MEXC confirmed that discussions have begun with US authorities in response to the allegations. On November 10, CEO Vugar Usi announced that the exchange had established a communication channel with FinCEN with the assistance of an international law firm.

According to reports, the regulator acknowledged receipt of MEXC's written request, while MEXC expressed its willingness to cooperate in the ongoing regulatory process. The exchange's services remain operational, and deposits, withdrawals, and cryptocurrency trading have not been disrupted, according to Usi. According to reports, the company has prepared a follow-up plan and intends to provide further updates in the event significant developments arise. 

MEXC had earlier indicated that its legal and compliance teams had begun an independent assessment of its anti-money laundering and sanctions controls, following the November 6 order. According to the exchange, user assets remain secure and the exchange intends to cooperate with FinCEN and other appropriate regulatory authorities as part of its ongoing efforts. 

In order to prevent US financial institutions from processing transfer involving the exchange, this enforcement action does not shut down MEXC's global operations or freeze customer accounts immediately. MEXC is expected to face wider difficulties beyond its direct US financial connections following the publication of the order in the Federal Register. The order is scheduled to take effect 30 days after publication. 

The Blockchain Investigator ZachXBT reported on November 10 that several other offshore centralized exchanges that are either limited or do not have a US presence have started prohibiting MEXC users from transferring assets. However, it was not revealed which exchanges and what the specific scope of these restrictions would be, however it has been suggested that the enforcement action could affect transaction routes outside of the US financial system. 

In addition, this case highlights the increased scrutiny of offshore cryptocurrency platforms that process transactions involving sanctioned entities and cybercriminals. A number of factors may contribute to digital asset exchanges becoming channels for illegal funds to flow across borders, including weak customer verification, inadequate transaction monitoring and limited screening of high-risk counterparties. 

The immediate challenge for MEXC is to address FinCEN compliance concerns while maintaining access to international financial services. It is anticipated that the platform will be able to address the allegations and limit further restrictions based on its engagement with US regulators and independent review of its compliance framework. 

Taking such action marks a significant step forward in efforts of the US government to restrict illicit financial networks operating through cryptocurrency exchange platforms. The extent to which MEXC cooperates with FinCEN and its ability to address the alleged compliance violations will determine the exchange's future access to the US financial market.

Google DeepMind AI Agents Reduce the Cost of Attacking 1024-Bit RSA Encryption


Artificial intelligence (AI) agents developed by Google DeepMind have shown new ways to make attacks against legacy RSA-1024 encryption systems significantly cheaper. 

The research was conducted by Google DeepMind in collaboration with cryptography researchers from the University of California San Diego and Inria. 

RSA is a widely used public-key cryptographic algorithm that relies on the mathematical difficulty of factoring large numbers. Although RSA-1024 was once considered sufficiently secure, advances in computing and cryptanalysis have made it unsuitable for protecting sensitive information. Modern systems generally use RSA keys of 2048 bits or longer.

The first major finding focused on digital signature forgery involving the PKCS#1 v1.5 padding format. Padding is additional data inserted into a message before signing to ensure that it meets the required block size. Researchers examined how this protection behaves when an attacker can influence the content of the message being signed.

The team found that when an attacker controls approximately half or more of the signed data block, the padding may no longer provide additional protection against forgery. This weakness is relevant to the PKCS#11 signing interface used by cryptographic devices, including hardware security modules.

To show the improvement, DeepMind's AI agents reproduced an earlier academic signature-forgery attack against an RSA-1024 key. The agents reduced the required computing time from approximately 1,380 CPU core-years to 391 CPU core-years, making the process around 3.5 times more efficient.

Two AI agents reportedly designed, executed and debugged the computation in less than four days, with approximately 20 messages from a human researcher, most of which involved approving their actions.

Researchers also developed a more efficient approach for situations where attackers control a smaller portion of the signed message, such as a 32-byte hash. Their theoretical calculations suggest that the proposed method could be approximately 1,600 times more efficient than the previous best approach for certain RSA-1024 signature-forgery scenarios.

The second major finding concerns RSA key factoring. RSA security depends on the difficulty of breaking down a large number into its original prime factors. The researchers developed an algorithm that could make factoring each additional RSA-1024 key approximately 30 times cheaper on average after an expensive initial computation.

However, this technique remains theoretical and has not yet been implemented. The initial computation would also require substantial resources, meaning the findings do not show an immediate practical attack against deployed encryption systems.

The researchers also highlighted important limitations of the signature-forgery technique. It requires approximately four billion signing queries in advance, does not recover the private key and does not work against devices that internally hash messages before signing.

According to Pushmeet Kohli, Vice President at Google DeepMind and Chief Scientist at Google Cloud, modern cryptographic protocols generally use RSA keys of 2048 bits or larger and remain secure against the demonstrated techniques.

Amplifon Americas Data Breach Exposes Personal and Medical Information of 1.3 Million People

 

Hearing healthcare company Amplifon Americas has revealed a data breach which has led to personal information being exposed for around 1.33 million people across the United States. The records were reportedly stolen and include personal details, medical histories, health insurance information and in some cases Social Security numbers and financial information. 

The breach occurred at Amplifon Americas, the Minneapolis-based US branch of Amplifon, an Italian-based hearing healthcare company which has over 80 million members across thousands of clinics nationwide. A third party gained unauthorised access to Amplifon’s systems in January 2026 and stole data from specific systems between 18th January and 8th February. A response was made by Amplifon to limit the breach and investigate the incident. 

However, the company found it took a long time to establish how much information had been exposed. It took around eight months to complete its analysis. The investigation revealed a range of information had been stolen, including names, contact details, date of birth, drivers licence numbers and other government issued identification information. Medical information, including hearing information, other medical details, date of medical service and health insurance information had also been exposed. 

Those whose Social Security and financial information had been accessed are at greater risk of identity theft. This could increase their chances of being victims of financial fraud and other issues. Amplifon said they were not aware of any fraudulent activity using the stolen personal information but cannot rule out the possibility of future misuse. A filing was made with the Texas Attorney General’s Office by Amplifon and listed 1,332,826 individuals who had been affected by the data breach across the country. 

The company have not said any further information about who had accessed their information or how they had done so. This shows how at risk healthcare companies can be. They often hold large amounts of personal, medical and insurance information. This can be extremely valuable to cyber criminals as they will have access to a variety of different information which can be used for identity fraud.  

There is not much more information available about the breach. We contacted Amplifon to ask for more information about the breach and how many individuals were affected. More information will be available depending on their response.

Japanese Homeware Giant Iris Ohyama Says Cloud Breach at Its Online Store May Have Exposed Data of Up to 7.7 Million Shoppers

 



Iris Ohyama, one of Japan's most recognized consumer goods manufacturers, has disclosed that a third-party cloud service used by its online shopping platform was accessed without authorization, potentially exposing personal data belonging to roughly 7.7 million people, including customers who never created an account.

The company, founded in 1971 and headquartered in Sendai, is best known for plastic storage solutions and home appliances sold across Asia, Europe, and North America. Its e-commerce platform, Iris Plaza, caters to millions of customers in Japan and handles a large volume of household product purchases. The scale of the breach puts it among the larger data security incidents Japan has seen this year, in a period when Japanese companies and government agencies have dealt with a string of serious intrusions.


How the Breach Was Detected

On October 28, 2026, Iris Ohyama staff detected suspicious files inside a cloud service that Iris Plaza relies on for its operations. The company did not name the cloud provider or describe the method the attacker used to get in. Within a day, the company suspended access to Iris Plaza and related systems, reported the incident to Japan's Personal Information Protection Commission, and filed a report with police.

A follow-up disclosure on November 5 gave a clearer picture of the scope: up to 5.8 million registered and former members may have had their data accessed, along with up to 1.9 million non-members, meaning people who had completed a guest checkout without registering. The fact that guest buyers are part of the exposure is insurmountable, since many people assume their data is not retained when they shop without creating an account. In Iris Plaza's case, it was.


What Data Was in the Affected System

The range of information potentially accessed varies depending on the type of account. For registered members, exposed fields can include full name, home address, phone number, email address, gender, and date of birth. Account passwords were also stored in the affected environment, though the company said they were encrypted. It did not specify which encryption method was used, leaving questions open about how resistant those passwords are to cracking.

Former members are in a slightly different position: Iris Ohyama said it does not retain passwords for accounts that have been closed, so that group faces a narrower exposure. For non-members who checked out as guests, the data stored was more limited.

One notable reassurance: the company confirmed that credit card information was not stored in the affected cloud environment, sparing customers from the most immediately damaging form of financial exposure.

As of November 5, Iris Ohyama said it had not received any communication from whoever carried out the intrusion, had not identified any perpetrators, and had not seen reports of fraudulent use or financial damage tied to the breach. The investigation into how many records were actually exfiltrated, as opposed to merely accessible, is still ongoing.


What Iris Plaza Customers Should Do Now

The company has urged customers to change their Iris Plaza passwords and, critically, to change passwords on any other service where they used the same credentials. Password reuse across sites remains one of the most common ways a single breach cascades into wider account takeovers. Anyone who shops with the same email and password combination across multiple retail or financial platforms is at elevated risk.

Iris Ohyama also warned customers to be on guard for phishing attempts. With names, addresses, phone numbers, and email addresses potentially in circulation, attackers have enough to craft convincing messages that appear to come from the company. Iris Ohyama said it will not send emails or SMS messages asking for passwords, PINs, authentication codes, or other sensitive information through links, and customers should treat any such request as fraudulent.


A Year of Costly Data Incidents in Japan

The Iris Ohyama breach lands in the middle of a rough stretch for data security in Japan. This year alone, cloud hosting provider Sakura Internet reported a hack affecting up to 1.36 million accounts, telecommunications giant KDDI disclosed a breach tied to a zero-day vulnerability in third-party software that hit around 12 million accounts across shared email platforms, and Japan's Digital Agency acknowledged that a VPN flaw exposed approximately 246,000 government personnel records. The common thread across several of these incidents is reliance on third-party services and cloud environments where access controls or vendor security fell short.

Iris Ohyama's breach fits that pattern. A third-party cloud provider, an intrusion the retailer only caught when suspicious files turned up, and millions of customer records sitting in an environment the company did not fully control. The investigation remains open, and the company has not said when it expects to restore Iris Plaza to service.



QNAP Urges Immediate Plex2Shell Update and Remediation

 

QNAP has issued a security advisory concerning a vulnerability chain, collectively referred to as Plex2Shell, affecting Plex Media Server installations on QNAP NAS devices. The issue affects Plex Media Server version 1.43.2 and earlier and enables unauthenticated remote code execution when individual flaws are chained together. QNAP has therefore instructed administrators to update Plex Media Server immediately to version 1.43.3, build 1.43.3.10861 or later. 

Technical scope 

Plex2Shell comprises four vulnerabilities: CVE-2026-96652, CVE-2026-96654, CVE-2026-96655, and CVE-2026-96656. Individually, each issue has a limited security impact, but an attacker can combine them to execute arbitrary code under the privileges assigned to the Plex Media Server process. The vulnerability resides in the third-party Plex application rather than in QTS or QuTS hero. Consequently, QNAP states that its operating systems are not directly affected, and a NAS that does not have Plex Media Server installed does not require remediation.

Affected administrators should navigate to App Center > My Apps > Plex Media Server and select Update. Once the update completes, they must verify in Plex Web under Settings > General that the installed version is 1.43.3.10861 or later. QNAP advises against delaying the update until a later release becomes available. If the update is not visible, administrators should refresh App Center and confirm that the NAS has outbound internet connectivity before attempting the installation again. 

Compromise assessment Updating Plex removes the exploitable condition but does not reverse an intrusion that has already occurred. QNAP states that systems running Plex 1.43.2 or earlier while remotely reachable should be treated as potentially compromised. This exposure applies when Plex Remote Access was enabled, TCP port 32400 was manually forwarded, or the port was exposed through UPnP or myQNAPcloud router configuration. In such cases, QNAP requires a clean reinstall, credential rotation, and a review for indicators of compromise. 

Administrators should inspect running processes for unfamiliar executables launched by Plex, including myawesomeproxy, mylovelyminer, or x12345. They should also examine the Plex Codecs directory for unrecognized .so or .dll files and monitor outbound traffic for connections to proxystream.st. Additional indicators include abnormal CPU utilization when no media is being played and detections produced by QNAP Malware Remover, including signature MR2104. QNAP warns that deleting suspicious files alone is insufficient, since persistence mechanisms may remain; affected systems should follow the full clean-reinstall procedure. 

Secure reinstallation 

For remediation, QNAP recommends preserving the Plex Logs directory if technical support may be required. Administrators should then remove Plex Media Server through App Center, reinstall version 1.43.3 or later, and avoid restoring the previous contents of the Codecs folder. Plex will automatically download required codec components after reinstallation. To reduce recurrence risk, QNAP advises disabling Plex Remote Access when unnecessary, removing port 32400 forwarding rules, disabling UPnP, and using a VPN for legitimate remote access. Administrators should also keep QTS or QuTS hero and all installed applications updated.

Hackers Exploit Third-Party Provider to Steal $133 Million From French Bank


A major French banking group, Crédit Mutuel Arkéa, has suffered a sophisticated cyberattack that allowed hackers to carry out fraudulent financial transactions worth an estimated €118 million ($133 million). 

The attackers reportedly gained access to the bank's network through the platform of an external service provider.

The incident came to light on November 2, when blockchain investigator ZachXBT reported suspicious withdrawals involving several cryptocurrency exchange accounts. According to the investigator, the attackers had potentially stolen around €118 million and moved the funds through cryptocurrency platforms.

Crédit Mutuel Arkéa, one of France's major cooperative banking groups, officially acknowledged the cyberattack on November 4. The bank confirmed that attackers had gained unauthorized access to its systems and used an account belonging to the institution to initiate fraudulent transactions involving other banking organizations.

In a frequently asked questions section published after the incident, the bank explained that the attackers accessed its network directly through the platform of one of its service providers. However, the financial institution did not disclose the identity of the provider. It also clarified that its online banking subsidiary, Fortuneo, was not involved in the attack.

The attackers reportedly used the bank's own account rather than individual customer accounts to transfer the money. Blockchain investigators also tracked the movement of the stolen funds through cryptocurrency exchanges, where some of the money was reportedly converted into stablecoins such as USDC and USDT.

ZachXBT stated that approximately $30 million had already been laundered by November 3. Some of the stolen funds were reportedly blocked, although the complete amount recovered remains unclear. The bank has not independently confirmed the reported $133 million loss, describing the amount involved as significant while acknowledging that the final figure was still being assessed.

After the discovery, Crédit Mutuel Arkéa temporarily suspended certain operations as a precautionary measure while investigating the incident. The bank subsequently announced that the attack had been contained and that its operations were gradually returning to normal.

The financial institution reassured customers that their deposits and personal assets were not affected by the incident. However, some transfer transactions experienced delays because of the security measures introduced in response to the attack.

Arkéa also ruled out human error as the cause, describing the incident as a sophisticated external attack. It is now working with law enforcement agencies and judicial authorities to determine how the attackers gained access and carried out the fraudulent transactions.

Hackers Infiltrate GitHub Projects to Infect Cybersecurity Developers With Advanced Malware

 

Cybercriminals are distributing malware through GitHub repositories designed to look like genuine development projects. Researchers at Doctor Web found malicious code in Microsoft Visual Studio projects, Python scripts and Go files. Over 2000 computers were reportedly infected with this malware. The campaign began around 2 years ago with the initial targets being cryptocurrency users. The repositories were themed around blockchain games, game bots and cheating tools. 

The repositories even included guidance for installing Visual Studio to make them seem more legitimate to less experienced developers. However the malware has now targeted information security professionals. The malicious code is hidden within repositories that claim to be for automated scanning, security testing and log analysis. The infected files have malicious code hidden in the configuration and source code of the repository. The malicious code is hidden with lots of white space. 

When the malicious project is downloaded, it runs PowerShell scripts that fetch further malicious files from external sources. This results in an archive being downloaded containing Microsoft.exe, which is a malware loader built with Electron. The malware has been identified as Trojan.Loader.3261. Once active, the malware gathers information about the system, creates persistence and downloads further payloads. It also tries to disable Windows Defender, User Account Control, alerts and recovery features. 

The malware uses various methods to avoid being monitored by security tools, hijack legitimate windows processes and avoid detection from endpoint detection systems. The malware includes payloads such as BackDoor.AsyncRAT.115 which allows the attacker to remotely access the infected computer. It also includes Trojan.InjectNET.14 which adds a cryptocurrency hijacker to the clipboard. This changes the copied wallet addresses to ones controlled by the attacker. 

It also takes screenshots of the infected system. The malware also includes JS.Stealer.191 which steals information from browsers, VPNs, messaging applications, gaming accounts, FileZilla and Discord. This information is zipped up and sent to the attacker via a Telegram bot. The malware tries to uninstall security tools from ESET, McAfee and Malwarebytes. It also changes the hosts file in windows to prevent access to certain anti virus domains. 

The researchers found multiple variations of how the malware was deployed. They also found other incomplete components which indicates that the malware is still being developed. Future features could include auto reinstall, better persistence, managing applications when they open and updating software. This shows that even information security professionals can be vulnerable to malicious resources. The researchers recommend checking any files you download, keeping anti virus databases up to date and being cautious when cloning unknown GitHub repositories.

Publishers Move Supreme Court Against Key Provisions of Data Protection Law

 


Digital News Publishers Association (DNPA), representing 21 prominent news organizations, has filed suit with the Supreme Court challenging provisions of India's Digital Personal Data Protection Act, 2023, and the DPDP Rules, 2025. As a result of the current data protection framework, journalists could be restricted in their activities, investigative reporting may become complex, and public access to information may be limited. 

Upon receiving notices from the Union Ministry of Law and Justice and Ministry of Electronics and Information Technology (MeitY) on October 27, 2026, the Supreme Court requested the Centre's response to the challenge. This case emphasizes the conflict between preserving the right to maintain an individual's digital privacy and preserving the right to investigate and report issues of public interest for the press. 

Indian Parliament passed the DPDP Act in August 2023, the first comprehensive law specifically designed to protect digital personal data. It establishes rules for organizations and other entities that collect and process personal information. Under the Act, these entities are considered Data Fiduciaries and are required to obtain the consent of individuals before processing personal data, except for certain permissible purposes listed below Section 7. 

A significant financial penalty is also introduced in the legislation, with data protection violations resulting in fines as high as Rs 250 crore. On November 13, 2025, MeitY notified the DPDP Rules for setting up the operational framework, with phased implementation over a period of 18 months. However, news publishers contend that the legislation does not specifically exempt journalistic activities from its provisions. 

A clear provision for news reporting is not provided by Section 7, which identifies legitimate purposes for processing personal information, nor by Section 17, which lists exemptions from the Act. According to the DNPA, this omission may pose significant challenges for reporters investigating individuals, institutions, or organizations. 

While investigating issues involving public accountability, journalists often obtain personal information from public records, interviews, documents, and other sources. A lack of a journalistic exemption may raise questions about whether consent is required before such information may be collected or used. Further, the association emphasized that earlier versions of data protection legislation, drafted in 2018, 2019, and 2021, included exemptions for journalistic purposes. They have been removed from the final framework and are a key part of the legal challenge. 

Moreover, the dispute also involves amendments to the Right to Information Act (RTI Act), which raise concerns regarding the impact of the new provisions on transparency and access to government information. DPDP Rule 23 also presents a challenge, which provides the Central Government with the authority to request information from Data Fiduciaries and intermediaries through an authorized agent. Moreover, the rule prohibits these entities from disclosing the fact that a request has been made.

News publishers have expressed concern over the possibility that the provision could affect the confidentiality of journalistic sources and create confusion regarding the handling of information obtained during investigations. Moreover, the association has questioned the amendment to Section 8(1)(j) of the Right to Information Act, which was implemented by Section 44(3) of the DPDP Act. 

A public authority previously had the option of withholding personal information that had no connection to public activities or that could cause an unwarranted invasion of privacy. If a larger public interest justified the disclosure, information could be released. Information related to personal information has been broadly exempted from the amended provision. 

Publishers argue that this change could make it more difficult for them to obtain government records required for investigations of matters such as conflicts of interest, public appointments and the use of public funds. Those seeking information about welfare programs, recruitment processes, and government services can also benefit from such information. However, the amendment does not remove every route for disclosure. 

Information may be released in accordance with Section 8(2) of the RTI Act when the public interest outweighs the potential harm to protected interests. Despite the government's assertion that stronger privacy safeguards are necessary for preventing misuse of personal information, the current provision pertaining to public interest continues to protect transparency as it does today. In addition, the legal dispute involves constitutional protections of privacy.

In its 2017 Justice K.S. Puttaswamy decision, the Supreme Court recognized privacy as a fundamental right under Article 21, albeit clarifying that the right is not absolute. This case raises the question as to how that protection should be applied simultaneously with freedom of speech and information access rights for the public. After issuing notice to the Centre, the Supreme Court declined to grant an interim stay on the challenged provisions before hearing the government's response. 

According to the bench, a blanket restriction on disclosure of digital personal information is not necessary, but a more proportionate approach is required. Additional hearings will be held on November 17, 2026 in regards to this matter. An examination by the court may have broader implications for how the privacy laws in India apply to news organizations, investigative reporting, and the public's right of access to public records.

It is expected that the Supreme Court's decision in this case will have a significant impact on the balance between individuals' rights to privacy, freedom of the press, and access to information for the general public. Its findings may also affect the way news organizations handle personal data when conducting investigations in India.

SonicWall Patches Exploited VPN Authentication Flaw

 

SonicWall has released security updates addressing a high severity vulnerability in SonicOS that could allow attackers to bypass SAML authentication and its associated multifactor authentication requirements. Tracked as CVE-2026-19868, the flaw affects the SSL VPN component of the operating system used by SonicWall firewalls. The company disclosed the issue alongside six other vulnerabilities in an advisory published on November 6, 2026. Its security team investigated a report indicating potential exploitation, raising concerns for organizations relying on affected appliances to secure remote connections. 

The vulnerability does not allow anyone to enter without credentials. Instead, an attacker must possess valid credentials for an alternative authentication method. Those credentials could then be used to bypass SAML authentication controls, potentially avoiding multifactor authentication enforced through SAML. According to SonicWall, exposure exists only when SAML login is enabled for the SSL VPN. The flaw received a CVSS severity score of 7.1 and was reported by Ryan Harris of The Electronic Office, distinguishing it from an unrestricted authentication bypass affecting every configuration. 

Affected products include Gen7 TZ, NSa, NSsp, and NSv firewalls running SonicOS 7.3.3-7015 or earlier. Gen8 TZ, NSa, and NSv firewalls running SonicOS 8.2.2-8015 or earlier are also vulnerable. SonicWall addressed the issue in SonicOS versions 7.3.4-7013 and 8.2.3-8015, respectively. The company said no workarounds are available and strongly urged customers to upgrade promptly. For administrators, the immediate priority is therefore identifying affected firewall models, checking their installed software versions, and applying the appropriate fixed release rather than relying on an unverified temporary configuration change. 

The United States Cybersecurity and Infrastructure Security Agency added the vulnerability to its Known Exploited Vulnerabilities catalog on November 6. Under Binding Operational Directive 26-04, federal agencies must address it by November 20. However, public information about exploitation remains limited. Neither SonicWall nor CISA disclosed details about the suspected attacks, their targets, or their impact. It also remains unclear whether attackers exploited the weakness before a patch became available. That distinction matters because the available reporting does not establish that this was a zero-day. 

The remaining six vulnerabilities broaden the advisory’s significance, although SonicWall did not identify them as exploited. Two management interface flaws, each rated 8.8, could permit unauthorized actions under certain circumstances without authentication. Three pre-authentication buffer overflows affect the SSL VPN service and TACACS+ authentication client, potentially causing application denial of service. A weak password hashing issue affects virtual appliances but requires highly privileged local access. Together, these findings make the updates relevant beyond the SAML bypass alone, while keeping each vulnerability’s prerequisites and consequences distinct.

AI in Policing Risks Amplifying Racial Bias, Researchers Warn

 




When the Los Angeles Police Department started feeding decades of arrest records into predictive algorithms, it believed it was upgrading how it approached crime. What it actually did, researchers now argue, was automate its existing prejudices.

The growing use of artificial intelligence in law enforcement is raising alarms among criminologists and legal scholars who say these systems absorb the biases already embedded in historical police data and repeat them at scale. Far from offering a neutral, data-driven view of crime, the tools risk entrenching the same inequalities they claim to transcend.

At the core of the problem is how these systems learn. AI tools for predictive policing are trained on past arrest and crime records, which means they begin with a picture of crime shaped by previous policing decisions rather than by crime itself. Areas that received heavier patrol in earlier decades show more recorded incidents. The algorithm reads that density as a future risk signal and directs officers back to those same neighborhoods. More arrests follow. The data is updated. The cycle repeats.

Sarah Brayne, a sociologist at the University of Texas at Austin, spent time inside the LAPD studying how the department used big data systems. In research published in the *American Sociological Review*, she found the department was increasingly using data to predict crime rather than respond to it. The data flowing into those systems was skewed from the start: crimes in public places were more likely to be recorded, and patrol resources were disproportionately concentrated in Black neighborhoods. Once that history was absorbed by the algorithm, Brayne wrote, "the predictions appear impartial." They were not. The models, she concluded, create "a feedback loop in which they not only predict events such as crime or police contact, but also contribute to their future occurrence."

The problem sharpens when that underlying data was produced under conditions of institutional misconduct. Researchers at New York University's AI Now Institute studied 13 jurisdictions across the US and found that in nine of them, police departments had trained predictive systems on records gathered during documented periods of unlawful or biased policing. Chicago is the starkest case. The city's police department was under federal investigation for discriminatory practices at the same moment it adopted a risk-flagging algorithm to identify people likely to be involved in shootings. The residents federal investigators had identified as targets of biased policing overlapped substantially with those the algorithm flagged. The list eventually grew to more than 400,000 names, 56 percent of them Black men.

Chicago shut down the program in 2019 after its own inspector general raised concerns about its effectiveness. Los Angeles scrapped a similar initiative, Operation LASER, the same year. A 2023 analysis of Geolitica, formerly known as PredPol, one of the most widely deployed predictive policing tools in the country, found a success rate below half a percent across more than 23,000 predictions made in Plainfield, New Jersey.

Not everyone in the field believes the technology is fundamentally broken. Dr. Dimitrios Kollias, an associate professor in multimodal artificial intelligence at Queen Mary University of London, argues that modern AI systems do not simply replay their training data. "They can combine learned information in new ways and generate outputs that were not explicitly present in those examples," he told the BBC. He acknowledges dirty data is a genuine concern but argues systems can be tested for unfair outcomes and redesigned when they fail. As those systems grow more autonomous, he adds, ensuring they remain under meaningful human control becomes a priority in its own right.

The consequences of algorithmic bias run well beyond law enforcement. A 2019 study published in the journal Science examined a healthcare AI tool used to allocate additional patient support across US hospitals. The system measured patient need by predicting the cost of their care. Because less was already being spent on Black patients than on equally sick white patients, often due to poorer access to care, the algorithm systematically directed resources toward white patients. When researchers recalibrated it to predict illness directly rather than cost, the share of Black patients selected for extra support would have risen from roughly 18 percent to 47 percent. The fix was straightforward once someone looked for the problem. That is precisely the case researchers make for independent oversight.

Legislators are beginning to respond. In January 2024, seven US Congress members asked the Justice Department to pause grant funding for predictive policing programs until their discriminatory impact could be assessed. A White House policy from March 2024 requires federal agencies to independently test rights-impacting AI tools, though the mandate does not extend to state and local police departments. In Britain, 17 civil society organizations called the same year for a full ban on predictive policing.

Dr. Carolyn McKay, an associate professor in digital justice at the University of Sydney Law School, says cleaning up biased data is not a matter of removing a few stray errors. The corrupted records are not sitting at the edges of an otherwise sound dataset. They run through the foundation the algorithm was built on. Even systems redesigned to flag locations rather than individual people can produce the same outcomes, she warns, because the neighborhoods they target were shaped by years of concentrated policing long before any algorithm got involved.

The root of the problem, most researchers agree, is not the machine. It is the human judgment baked into the data the machine inherited. The algorithm did not decide what suspicious behavior looked like, or which crimes were worth recording. People did. Until those decisions are independently examined, AI will keep reflecting them back.



Barracuda Patches Two Security Flaws That Could Let Attackers Take Over Email Security Gateways


Experts have shown how two vulnerabilities in Barracuda's Email Security Gateway can be chained to execute arbitrary commands with root privileges without requiring an attacker to log in.

The vulnerabilities, tracked as CVE-2026-116606 and CVE-2026-111560, affect Barracuda's email-filtering appliance and could allow remote attackers to bypass security restrictions and gain complete control of vulnerable systems.

According to cybersecurity firm watchTowr, which published its technical analysis, the attack chain combines an authorization bypass flaw with a command injection vulnerability. Barracuda released security patches for the issues earlier this week.

The first vulnerability, CVE-2026-116606, is an authorization bypass flaw that allows unauthenticated attackers to access a configuration restoration function and modify the appliance's global settings. The second, CVE-2026-111560, is a command injection vulnerability that enables commands to execute with root privileges.

Mandiant assigned CVSS severity scores of 9.3 and 8.6 to the two vulnerabilities, respectively.

How the attack chain works

In its technical investigation, watchTowr discovered that the authorization bypass stems from the appliance's password-change process. When a password change request fails, the system incorrectly returns a low-privilege user role instead of terminating the request completely.

The researchers also found that Barracuda's backup verification mechanism relies on a secret embedded within the appliance's code. Since this secret is not securely protected, attackers can generate a valid checksum for a specially crafted configuration backup and restore it on the targeted device.

The uploaded configuration can contain a manipulated timezone value. When the appliance processes this setting, it passes the value to a shell command that executes with root privileges.

watchTowr demonstrated the attack by successfully writing a file to the appliance with root-level permissions.

Affected products

CVE-2026-116606 affects Barracuda Email Security Gateway, while CVE-2026-111560 impacts five additional products, including Load Balancer Application Delivery Controller (ADC), Message Archiver, WAF Control Center, Web Application Firewall (WAF), and Web Security Gateway (WSG).

However, the complete unauthenticated attack chain applies specifically to Email Security Gateway. Exploitation of the command injection vulnerability on the other affected products requires administrator access.

What next?

Barracuda has released security updates addressing both vulnerabilities and recommends that customers install the appropriate patches or upgrade to the latest fixed firmware versions.

As of the disclosure, neither vulnerability had been listed in CISA's Known Exploited Vulnerabilities (KEV) catalog, and no publicly reported incidents linked the flaws to active exploitation.

Data Sovereignty Is Essential for India's Digital Infrastructure, Says RBI Governor


Sanjay Malhotra, Governor of the Reserve Bank of India (RBI), emphasized the significance of maintaining sovereign data centers in order to safeguard critical financial information and strengthen the country's digital infrastructure. As information technology has become an integral part of the banking industry, security infrastructure, operational resilience, and cybersecurity have become increasingly important in maintaining financial stability, especially in light of the growing threat landscape being shaped by artificial intelligence (AI). 


Prime Minister Narendra Modi inaugurated the RBI's new data center complex and Cybersecurity Training Institute in Bhubaneswar on October 25, and made these remarks following the inauguration. With a capital investment of Rs 169 crore, the facility is expected to enhance the reliability of critical financial services and to reduce the likelihood that essential banking operations will be disrupted.

A spokesperson for Doordarshan reported that Malhotra explained that the central bank's technology infrastructure facilitates the use of applications by the general public, financial institutions, and government departments. He pointed out that information technology cannot be considered merely a supporting function, as several essential financial operations are directly dependent upon the availability and security of these technologies. 

NEFT and RTGS are major payment infrastructures that will be supported by the new data center. Furthermore, the RBI's integrated ombudsman system and applications used by financial institutions regulated by the central bank will be supported by the new data center. In addition to government banking operations, it will also accommodate financial institutions regulated by the RBI. 

A key component of Malhotra's statement was the RBI's role in the Unified Payments Interface (UPI) ecosystem in India. Although UPI is operated by the National Payments Corporation of India (NPCI), final settlement of transactions takes place through the RBI's data centres and applications. To ensure the availability of the central bank's infrastructure within the wider digital payments ecosystem, it is important. 

Four independent data centres are located within the Bhubaneswar complex, which has been accredited as Tier IV by the Uptime Institute, the highest level of its data centre classification. This facility will be operated independently of third party cloud service providers, allowing RBI to maintain greater control over its critical infrastructure and sensitive financial information. Additionally, the project's geographical location will contribute to its resilience. 

A geographically separated and seismically isolated location in Bhubaneswar reduces the possibility that a localised disruption will affect all facilities simultaneously. The RBI previously operated three data centers in Maharashtra. Additionally, this development reflects the increasing importance of data sovereignty in the Indian financial infrastructure, where uninterrupted access to critical systems and the control of sensitive information remain essential security priorities. 

As part of the RBI's infrastructure security efforts, cybersecurity expertise is also being developed throughout the financial sector. In the Bhubaneswar project, there will be a Cybersecurity Training Institute, which will occupie approximately two-thirds of the campus, and the remaining portion will accommodate the data centre. It is intended that the institute will provide training to personnel of the RBI, bank employees, and professionals from other financial institutions. 

A number of emerging technologies, such as artificial intelligence (AI), big data analytics, quantum technology, and blockchain, will be studied as part of its programming. There will also be research activities conducted in order to investigate ways to improve the security and efficiency of financial systems. With AI posing new challenges to financial institutions, specialized training is becoming increasingly important.

The technology can provide opportunities for improving banking operations and security monitoring; however, if it is misused, it can result in cyberattacks, automated fraud, and attempts to exploit weaknesses in digital systems, increasing in sophistication. Financial sector readiness therefore relies heavily on cybersecurity professionals staying up to date on these developments. 

Governor of the Reserve Bank, Sanjay Malhotra, stressed the need to maintain personnel informed of technological developments and the growing importance of cybersecurity in the context of artificial intelligence. By attending the institute, financial sector professionals will be better equipped to comprehend emerging risks and respond to changes in cybersecurity. In addition to investing in digital infrastructure, the initiative emphasizes the importance of building human expertise. 

For data centers and advanced technology systems to be secure, trained professionals must manage operations, identify security weaknesses, and ensure service reliability are required. It was pointed out during the inauguration that cybersecurity was directly related to India's economic security by Prime Minister Narendra Modi. As financial services become increasingly dependent on digital technologies and digital banking, it becomes increasingly important to protect the financial infrastructure.

As well as highlighting the institute's role in developing cybersecurity and emerging technologies, Finance Minister Nirmala Sitharaman also highlighted the institute's efforts. Due to its emphasis on energy efficiency and water conservation, the RBI has also applied for a Platinum rating with the Indian Green Building Council. 

Bhubaneswar represents a larger effort to strengthen India's control over critical financial technology infrastructure by incorporating locally sourced materials in its construction approach. To protect the country's financial ecosystem, sovereign data management, geographically distributed infrastructure, and specialized cybersecurity training will remain important. As digital payments and artificial intelligence-driven services continue to increase, a comprehensive data management system, geographically distributed infrastructure, and cybersecurity training will be essential. 

An important strategic investment is being made in Indian financial infrastructure with the establishment of the sovereign data centre and cybersecurity training institute. In order to enhance the long-term reliability and resilience of the country's digital financial systems, the RBI intends to strengthen control over critical financial data and develop specialised cybersecurity expertise.