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Singapore Expands AI Cybersecurity After UNC3886 Attacks

  Singapore is changing its cybersecurity strategy after a state-sponsored cyber espionage group targeted the country’s four major telecommu...

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File Notification APIs in Windows, Linux, and Android Are Leaking What You Do on Your Computer

 



A research team from Graz University of Technology in Austria has shown that a routine feature built into virtually every major operating system can be turned into a surveillance channel that tracks keystrokes, visited websites, and private messaging activity without needing administrator access.

The feature is the file-change notification system. Every major platform ships one: Linux has inotify and fanotify, Windows uses ReadDirectoryChangesW, and Android and macOS have their own equivalents. Text editors, antivirus software, cloud sync clients, and file managers depend on these APIs to react when files are created, modified, or deleted. The catch is that subscribing to those notifications requires no special privileges, only read access to the directory being watched.

What these APIs never hand over is actual file content. What they do leak, the researchers found, is file names and the exact timing of events. That combination is enough to reconstruct meaningful details about what other users on the same machine are doing throughout the day.


Linux: Keystrokes Through the Filesystem

On Linux, if a process is blocked from watching a specific file directly, it can still receive that file's events by watching the parent directory, as long as that directory is readable. The researchers applied this to device files under /dev that represent keyboard hardware. The result is that an unprivileged process can detect every keystroke another user makes, though not which key was pressed.

That gap offers less protection than it appears to. Research going back more than two decades has established that the rhythm of inter-keystroke timing can help reconstruct what was typed. In tests with seven participants, the attack scored between 93.1% and 100% on standard accuracy measures. Input that never echoes to the screen, such as a password entered during a sudo prompt, does not generate filesystem events and stays invisible to the attack.

The team also demonstrated website fingerprinting by watching which system fonts Firefox loads for a given page. Against the top 100 sites, that technique reached 87.9% accuracy. A third Linux attack targeted KDE Plasma 6 on Wayland: a malicious process running as the victim can detect when a real authentication dialog is about to appear and draw a counterfeit one over it to capture credentials before the legitimate prompt ever loads.


Android: No Permissions Required

On Android, an application requesting zero permissions can watch the private storage directory of a completely separate app. Testing against WhatsApp on a Google Pixel and a Samsung Galaxy device, the researchers extracted file names and event timing that revealed when photos, videos, and documents were sent or received. The attack also exposed when that media was later deleted, offering a window into communication patterns that the app's own privacy controls do not address.


Windows: One Watch, Every User's Files

The most consequential Windows scenario arises when a process watches the root of the system drive. Windows reports the full path of every file that changes anywhere on the machine, including paths inside other users' home directories that the monitoring account has no direct permission to access.

Because Firefox names profile subdirectories after associated websites, an unprivileged user watching the drive root can track which sites another logged-in account is browsing in near-real time. Across the top 1,000 websites, the researchers hit 97.8% accuracy against Firefox and 48.5% against Edge, which creates far fewer site-named folders.

This behavior comes from the same ReadDirectoryChangesW API that was flagged under CVE-2007-0843 for a similar class of issue almost two decades ago. Microsoft's position has not shifted. The company told the researchers the behavior is working as designed, on the grounds that file contents remain inaccessible. A Microsoft spokesperson told SecurityWeek that "the technique requires an attacker to already have the ability to run code locally on a device under a separate user account and does not provide access to file contents." Microsoft did note that administrators can enable optional protections it documented in April 2025 covering some path-disclosure scenarios tied to directory change notifications.

macOS came out the least exposed of the four platforms. Its equivalent API can only monitor globally readable files, which limits the attack surface, though the researchers still demonstrated tracking of application launches, app interactions, and settings changes.

The Linux kernel received a targeted patch under CVE-2025-68788, which stops the fsnotify subsystem from generating access and modify events for special files, including the device files representing keyboard input. The researchers describe this as addressing the most serious Linux issue, but other attack paths from their research remain open.

Apple and Google have not responded to requests for comment, and no fixes have been announced for Android or macOS. The researchers say they have found no evidence of active exploitation in the wild. Proof-of-concept code for the full set of attacks has been published on GitHub at isec-tugraz/file-notification-attacks.



Supabase Misconfigurations Leave Customer Data Publicly Exposed


A cybersecurity firm UpGuard has found that thousands of databases hosted on Supabase can expose private information to the public internet. According to the research, approximately 16,000 databases hosted on the platform were able to be accessed by individuals through some form of personal data. The findings indicate that misconfigured databases and applications are a recurring security issue. 


Data storage and operations are widely facilitated by Suprabase for web and mobile applications, while the increasing use of artificial intelligence-assisted vibration coding has allowed developers with limited security expertise to create and deploy applications more easily. Among the exposed databases, UpGuard found names, addresses, telephone numbers, and passwords that were publicly accessible. A smaller number also contained authentication tokens. 

Various services and projects were connected to the exposed information, demonstrating that the problem is not limited to one type of application or industry. Datasets examined by researchers include private conversations provided by an Indian adult streaming platform, thousands of license plates owned by a valet service in the United States, as well as contacts for immigration and relocation services in the United States. 

Another exposed database reportedly served as a gateway to intercepting text messages via a virtual SIM farm. As UpGuard discovered, the database was linked to a consulate of the African government in France. By using these systems, online account holders can receive one-time verification codes, but when their data is left accessible via the internet, additional risks may be incurred. 

It is evident that the problem extends beyond isolated incidents; earlier investigations had also identified the public exposure of Supabase databases belonging to startups and widely used applications. UpGuard identified a large number of data sets that were located in the United States; however, the researchers indicated that the exposed databases were part of a global problem. 

An analysis performed by UpGuard identified 16,326 databases with Supabase tables that were publicly accessible. Approximately half of the databases contained personally identifiable information, and a smaller number contained passwords, authentication tokens, and payment card information in rare cases. The researchers also tested a sample of the databases to confirm that some of the exposed records contained information that was accurate. There has been prior documentation of this problem. 

In 2025, research discovered misconfigured Supabase databases connected to AI-assisted development platforms, and further investigation identified access controls and public key handling issues. The latest findings suggest that similar configuration errors remain widespread as more applications are constructed using AI coding tools for building and deploying.

Although Suprabase has implemented additional security safeguards, researchers noted that they are not necessarily applied automatically when databases are built using programming platforms. Nevertheless, proper configuration remains the only way to prevent unauthorized access to stored data. In addition, the findings highlight the differences between securing the backend of an application and building it. 

In contrast to AI-assisted development producing a working application rapidly, security settings around database access remain dependent upon decisions made during deployment. Consequently, access controls that are incorrectly configured can expose a database accessible through a given application when they are incorrectly configured. 

Supabase, on the other hand, stated that its projects are automatically secure and that database security is a shared responsibility between all parties. Managing Director of Information Security Bil Harmer stated that customers control how their projects are configured, while Supabase provides security defaults and tools and informs customers as soon as security threats are identified. The company has also implemented security-related changes to its platform over the years. 

The scope identified in the latest research, however, indicates that customer-side database configuration remains a critical part of the security equation, given that Supabase continues to be used for applications developed using artificial intelligence-assisted development tools. This study demonstrates that poorly configured cloud databases pose security risks, particularly as AI-assisted development continues to accelerate application deployments. 

Maintaining strict access controls and configuring databases carefully remain essential to prevent the public from having access to sensitive information.

Kiteworks Urges 6-Hour Server Shutdown Over Potential Zero-Day Attacks

 

Secure file-sharing provider Kiteworks issued an urgent advisory urging customers to power down their servers for a six-hour window following credible threat intelligence of a potential imminent cyberattack. The recommendation, communicated directly to enterprise and government clients, was described as a precautionary measure rather than a response to any confirmed compromise of systems. According to reports, the company received specific warnings from federal law enforcement agencies indicating that a threat actor may attempt to target Kiteworks installations over the weekend. 

The shutdown window was carefully scheduled to accommodate customers across multiple time zones, spanning from Australian Eastern Standard Time to Pacific Daylight Time. In Central Europe, organizations were instructed to take their Kiteworks systems offline between 4:00 a.m. and 10:00 a.m. on Saturday, September 26, while customers in New York faced a window from 10:00 p.m. Friday to 4:00 a.m. Saturday. Company representatives reportedly advised clients to shut down servers before the scheduled window began and emphasized that systems should be taken offline even if they were not directly accessible from the Internet, reflecting the seriousness of the potential threat. 

Kiteworks explicitly stated that it was not aware of any actual compromise of its systems and characterized the advisory as preventative in nature. The company confirmed that all known vulnerabilities affecting its platform had already been addressed in the current software release, version 9.5.1, and continued to recommend that customers run the latest version available. Despite this assurance, customer support representatives reportedly indicated to technology journalists that the shutdown recommendation was specifically intended to protect against potential zero-day attacks, though neither the official company statement nor the customer notification explicitly confirmed the discovery or exploitation of such a vulnerability. 

The potential targeting of Kiteworks platforms carries significant implications given the nature of the software and its typical user base. The company develops secure file-transfer and communications products that are widely used by government organizations, financial institutions, and large enterprises to handle sensitive documents and data. Secure file-sharing platforms represent high-value targets for cybercriminals who specialize in data-theft extortion attacks, as they commonly store confidential information that organizations would be desperate to protect from public exposure or unauthorized access. 

While the specific threat actor behind the potential attacks remains unidentified, the cybersecurity community has noted historical patterns that raise particular concerns. The Clop extortion gang has established a long history of targeting enterprise file-transfer platforms in sophisticated data-theft campaigns, including previous attacks against Accellion FTA, GoAnywhere MFT, SolarWinds Serv-U FTP, Cleo, and MOVEit Transfer systems. The U.S. Department of State currently offers a ten million dollar reward for information that could link this cybercrime gang's operations to foreign government sponsorship, underscoring the geopolitical dimensions that often accompany major enterprise security incidents of this nature.

Bitget Hack Climbs to $387.5 Million as Exchange Launches Recovery Bounty and Points to North Korea

 



Crypto exchange Bitget confirmed on September 25 that hackers stole approximately $387.5 million from its hot and warm wallets a day earlier, revising an initial estimate upward as investigators traced funds across multiple blockchains and accounting for assets on Zcash and TRON that were missed in the first tally. The exchange has since launched a structured bounty program for anyone who helps freeze or recover stolen funds, and has brought in independent cybersecurity firms Mandiant and SlowMist to assist with the investigation.

Bitget's security systems first flagged the unauthorized transfers at 18:31 UTC on September 24. By the time the exchange confirmed the breach publicly, the damage figure had already reached $351.6 million. The revised total of $387.5 million reflects a more complete accounting of transfers that occurred during the incident, adding affected assets on Zcash and TRON not captured in the initial estimate. The exchange confirmed no further unauthorized transfers occurred after the incident was contained.


How the Attack Worked

Bitget CEO Gracy Chen clarified that attackers did not steal private keys or forge user withdrawal requests. Instead, they broke into a backend system inside Bitget's wallet infrastructure and used it to spoof transaction data, tricking the exchange's own authorization process into approving payouts that looked routine.

The mechanics were methodical. The attacker's first transfer was a small 0.84 ETH test payment to a fresh address, after which Bitget's main Ethereum hot wallet made roughly 380 transactions during the attack. Every time the hot wallets refilled from the warm wallet layer, the attacker drained them again. The warm wallet, which normally only pays the exchange's own hot wallets, sent 13,966 ETH worth approximately $37 million to an address less than an hour old, with no approved list check and no secondary authorization on a wallet holding over $40 million.

The single largest piece of the haul was roughly 103 million XRP, valued at approximately $157 million at the time of the theft. About $75 million of the stolen funds were held in stablecoins including USDT and USDC.

Some of that ETH moved quickly into mixers: on-chain analysis shows around 6,300 ETH, close to $19 million, funneled through Tornado Cash within hours of the breach.

The confirmed affected assets span XRP, ETH, USDT, ZEC, USDC, USDT0, XAUt, BNB, AVAX and TRX, spread across Ethereum and several EVM-compatible networks, the XRP Ledger, Zcash, and TRON.


User Funds and the Protection Fund

Bitget operates a three-tier wallet architecture, and the breach touched only portions of the hot and warm wallet layers. Cold wallets remained fully secure throughout the attack. Bitget's User Protection Fund, which holds more than $464 million, will cover the full loss, meaning customer account balances stay intact even though the funds themselves were taken. The protection fund was set aside in 2023 specifically to cover hacks and theft so users would not absorb the impact.


North Korea in the Frame

During a three-hour livestream on X, CEO Gracy Chen said Bitget suspects North Korean attackers exploited the backend authentication system, making fraudulent withdrawals appear legitimate. Chen added that she has personally been targeted by the same group before, losing about $80,000 from a personal wallet unconnected to Bitget. North Korea's Lazarus Group, also tracked under the codename TraderTraitor, has been blamed for the industry's biggest thefts, including Bybit's $1.4 billion hack in February 2025, which the FBI confirmed weeks later was North Korean work.


The Recovery Bounty

Bitget has launched a Recovery Bounty Program covering eligible voluntary actions that have already resulted in affected funds being frozen, as well as future actions that directly contribute to freezing or recovering funds. The structure is straightforward: 5% of successfully frozen funds goes to the eligible person or entity whose efforts directly caused the freeze, and 5% of successfully recovered funds is available on the same terms. Bitget will also use Bybit's LazarusBounty initiative as a core channel for the effort.

To support the hunt, Bitget published a real-time fund tracing dashboard at trace.bgblockchain.xyz, an API tracking attacker-controlled addresses updated continuously, and a submission portal for anyone with freezing or recovery information. Exchanges, stablecoin issuers, bridges, custodians, and other infrastructure providers have been encouraged to monitor the flagged addresses and report relevant information through the recovery portal.

The attack is the largest cryptocurrency breach of the year to date and lands in an already turbulent stretch for the industry. Earlier in September, Liquid Network suffered a $319 million security breach, and in late July, hardware wallet maker Coldcard was hit in a separate incident that drained around $116 million in Bitcoin.

Bitget said it will publish a full incident report including root-cause analysis once technical teams complete remediation. Withdrawal restoration was expected to be announced by September 26, 4:00 AM UTC.


x47.c Windows Botnet Uses xAI Grok for Persistence and AI Credit Draining

 

A new Windows botnet called x47.c is being sold with a range of capabilities, including credential theft, distributed denial-of-service (DDoS) attacks, SOCKS5 proxy access and a method designed to drain paid AI credits. According to Qrator, the malware also uses artificial intelligence to help maintain persistence on infected systems. 

The botnet is advertised by a threat actor known as WraithTools. In early August, the operator offered the base x47.c package for $200, with a DDoS add-on priced at $150. The complete package, including its full range of capabilities, was offered for $950. Customers receive access to a command-and-control panel that allows them to manage infected machines and access features including fast-flux configuration, information-stealing logs, proxies, concealment capabilities and DDoS operations. 

The DDoS section provides 18 attack methods, including HTTP floods, slow HTTP attacks, TCP and UDP floods, TLS stresser activity, and reflection and amplification techniques. One feature specifically targets paid artificial intelligence services. The AI drain mode is designed to consume a victim’s AI credits by sending requests directly to an AI provider. The operator supplies a model name and a valid API key for accounts using OpenAI, xAI and compatible chat APIs. Because the requests are sent directly to the provider, the targeted website can remain accessible while the account’s available AI credits are depleted. x47.c also incorporates an “AI stealth” module designed to maintain persistence on compromised Windows systems. 

The feature is advertised as using xAI Grok to select actions from a predefined list, including startup entries and scheduled tasks. Optional process hollowing and privilege escalation capabilities are also available. According to Qrator, the operator activates the AI functionality by including an xAI key in the botnet build. Status messages can indicate startup changes, persistence repairs and Windows Defender exclusions. The malware also has local fallback actions that allow maintenance operations to continue when an AI model call fails. 

The botnet provides operators with additional control over infected systems. They can select DDoS targets and download, update or remove software from compromised hosts. A rootkit module is also promoted for removing artifacts associated with rival malware. Beyond DDoS activity, x47.c can harvest passwords and cookies from browsers, along with Discord tokens, cryptocurrency wallet data and AI-service tokens. 

Its SOCKS5 module allows compromised systems to relay traffic, while operators can monitor proxy connections and review their health status and timeouts. The combination of AI-assisted persistence, credential theft, proxy capabilities, DDoS functions and AI credit draining makes x47.c a broad Windows botnet offering multiple ways to abuse compromised systems and online services.

Hacking and Extortion Operation Targeting U.S. Official Ends in Conviction


A former U.S. Army soldier, Cameron John Wagenius, has been sentenced to 70 months in prison for participating in a hacking and extortion campaign which exposed sensitive information and targeted telecommunication companies. According to the U.S. Department of Justice, Wagenius has also been ordered to pay $294,978 in restitution. Wagenius was involved in the cybercrime operation while serving as an active duty military member. 

In April 2023 and December 2024, he and other conspirators obtained credentials allowing them to access protected networks belonging to at least ten organizations. The stolen information was then used to extort victims by threatening publication or sale of the data without their payment.

Investigators have stated Wagenius was an online hacker known as “kiberphant0m” and he contributed to the development of the hacking tool SSH Brute, which was used to obtain login credentials. To exchange stolen credentials and coordinate access to victim networks, the group communicated via Telegram. Additionally, public threats were made on cybercrime forums.

Stolen information was made available for sale on platforms including BreachForums and Wagenius published two posts in November 2024 that contained stolen non-content call detail records associated with a former US government official and relatives of another former official. As part of the threats, the Justice Department also stated that additional confidential records would be released if a ransom was paid.

One of the posts indicated that the activity may be partly motivated by retaliation for the arrest of another cybercriminal. There have been several attacks involving major telecommunications companies and other companies. According to cybersecurity researchers, Wagenius' possession of data was related to broader attacks targeting Snowflake customer environments. Several companies were affected by the campaign, including AT&T, Ticketmaster, Advance Auto Parts, and Santander. 

Wagenius pleaded guilty in separate proceedings filed in the Western District of Washington in support of the charges. A conviction for wire fraud, extortion using computers, and aggravated identity theft was obtained in July 2025. Prior to this, he had pleaded guilty to two counts of unlawfully transferring confidential phone records related to the same operation in March 2025. Additionally, Wagenius appears to be tied to the wave of attacks against organizations using Snowflake cloud environments that took place in 2024. 

According to AT&T, attackers accessed call and text records covering nearly all of its mobile customers in December 2022. The stolen information was later associated with extortion activity involving several cyber criminals. Moreover, court records and the investigation report indicate that Wagenius attempted to sell stolen information to an email address he believed was affiliated with a foreign military intelligence service. Moreover, the prosecution alleges that he searched the Internet for information about leaving the United States for Russia. 

The intelligence services involved have not yet been publicly identified by the government. Based on the findings of the investigation, the hacking operation was primarily a result of the use of stolen credentials, rather than an exploit of a specific software vulnerability. The credentials were used by Wagenius and his associates to gain access to company networks and cloud environments, using Telegram to communicate access details and coordinate further intrusions. 

After invading victim networks, the group aimed at obtaining data to be monetized. In some cases, information was provided to other criminals, whereas other records were used for fraud schemes, such as SIM swapping. Additionally, extortion demands were extorted through private communications as well as public postings on cybercrime forums. 

The FBI, Defense Criminal Investigative Service, and other law enforcement agencies investigated these activities. A warrant was issued for Wagenius' arrest in December 2024, bringing to a close the hacking activities he allegedly conducted for more than a year while remaining an active duty soldier.

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