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HollowGraph Malware Abuses Microsoft 365 Calendars for Covert Command-and-Control

 

The malware component HollowGraph is using Microsoft 365 mailbox calendars to hide its C2 channels and traffic, enabling the bad actors to communicate with the malware and exfiltrate the data. Group-IB researchers note that HollowGraph is a part of the Cavern command-and-control framework used by the Iranian nation-state actor previously observed targeting Israeli organizations. Researchers note that at least 12 Microsoft 365 mailboxes were compromised using HollowGraph, and three of them established communication with the attackers’ C2 servers between June 3 and July 9. 

Additionally, based on the infrastructure and victims’ location, Group-IB experts suggest that Israel is the likely target of this malware. The HollowGraph malware component is designed to self-register in the Microsoft Graph API using the credentials stolen from the Microsoft 365 mailbox. It stores the configuration data in the logAzure.txt file, which contains the Microsoft Entra ID information, client credentials, mailbox addresses of the victims, domains controlled by the attackers, and keys required to communicate with the C2 infrastructure. 

The attackers have taken measures to ensure that this file is not suspicious; specifically, it is placed in the known location used by Microsoft Entra ID and has the standard log file name. The malware communicates with its C2 server using the Microsoft 365 calendars. Specifically, HollowGraph creates events scheduled on May 13, 2050, and uses their titles and attachments to exchange data with the attackers. There are two types of such events: GET and SEND. The first one is used to retrieve the encrypted commands by extracting the contents of the event’s title. 

In turn, the SEND type of events is used to exfiltrate the stolen data by adding it as an attachment. Researchers note that the mailbox calendars are used as a “dead drop” to store the data; hence, HollowGraph does not use traditional C2 servers to avoid detection. It implements a strong encryption scheme to protect the command and data exfiltration channels and uses a combination of RSA and AES_256_GCM encryption algorithms. The RSA public key is embedded into the calendar event, whereas the HollowGraph malware uses the AES key to encrypt the data. 

Besides the Microsoft Graph API, HollowGraph also uses the Domain Name System (DNS) to communicate with its C2 servers. Specifically, the malware resolves the domains controlled by the attackers to extract the IPv6 AAAA records, which contains the updated Microsoft Entra ID credentials required to maintain persistence on the compromised mailboxes. Similar to the information stored in the logAzure.txt file, these credentials include the Microsoft Entra ID tenant, client ID and secret, and the mailbox information. 

All of these credentials are extracted from the DNS responses and stored in the malware configuration. Group-IB researchers conclude that HollowGraph is a sophisticated backdoor that utilizes various cybersecurity technologies to compromise targeted Microsoft 365 mailboxes and remain undetected for as long as possible. While the technical capabilities of this malware component overlaps with the ones attributed to the Lyceum Iranian nation-state actor, the researchers are not certain about its origin. 

Nevertheless, Group-IB experts note that there is a high likelihood that HollowGraph belongs to the Cavern framework used by Lyceum. To detect and prevent similar attacks, the cybersecurity experts recommend that organizations monitor the Microsoft Graph API activity and Microsoft 365 audit logs for any suspicious activities related to the creation of the calendar events. Specifically, defenders should pay attention to the events created by applications using the Microsoft Graph API scheduled far in the future, with the suspicious subjects and attachments. 

The researchers also recommend that organizations add the cloudlanecdn[.]com domain to their threat intelligence platforms and continuously monitor their Microsoft 365 environments for any unauthorized OAuth client credential applications. In addition, Group-IB experts note that Microsoft Entra ID Conditional Access policies and outbound DNS traffic should be reviewed to detect and block similar恶意 activities, such as DNS tunneling. This report highlights the importance of the growing threat landscape in cloud environments caused by the increasing reliance on the collaborative software in enterprise networks. 

Malware components like HollowGraph demonstrate that the attackers do not limit themselves to traditional network security tools and can use the trusted infrastructure to launch attacks against various organizations. In particular, the attackers utilize the cloud infrastructure as a part of their mitigation strategy. In turn, the defenders should shift their focus from traditional network perimeter security to inspecting individual hosts and applications for detecting malicious activities.

Microsoft Warns of Rising ACR Stealer Campaigns Targeting Enterprise Credentials

 

Microsoft has observed an uptick in attacks using the ACR Stealer information-stealing malware family. Attackers distributed the malicious payload targeting enterprise users and compromising browser data, authentication tokens, and sensitive business files between late April and mid-June 2026. 

The malware operators used ClickFix social engineering, WebDAV servers, and Microsoft HTML Application Host utilities to deliver the payload to the target systems. Microsoft notes that ACR Stealer is a malware-as-a-service (MaaS) that likely represents repackaged Amatera Stealer. It is a remote-access tool that steals credentials and sensitive data from the target systems and uses various methods to avoid detection. Microsoft reported that there are two main attack chains that the attackers used to distribute ACR Stealer. 

The first one began with a ClickFix lure诱导 users to run a command that triggered a remote WebDAV server. Specifically, the malicious command used rundll32.exe, a legitimate Windows process, to execute a DLL file located on the remote server. The attackers used WebDAV to host the payload because the file system structure of the server was similar to the standard Windows file system, which helped the malicious traffic to blend in with network traffic. 

After establishing a connection to the command-and-control (C2) server, the attackers delivered an obfuscated PowerShell script that initiated the malware installation process. It downloaded the malware payload as a Python loader, installed scheduled tasks to maintain persistence, and attempted to clear the event logs, PowerShell history, and other tracking mechanisms. The malware also used process injection to execute itself in memory, evading detection by security software. Some ACR Stealer variants used blockchain-based dead-drop resolvers to receive updates or C2 addresses. 

In this technique, the attackers used publicly accessible blockchain addresses to store encryption keys and other data needed to retrieve the payload, also known as EtherHiding. The second attack chain also began with a ClickFix lure but used MSHTA to execute the payload. In this method, the attackers tricked the users into launching a Microsoft HTML Application that delivered an obfuscated PowerShell downloader to the target system. The downloader then retrieved an encrypted payload from a public steganographic JPEG image and executed it in memory. 

In both attack chains, the malware maintained persistence by installing scheduled tasks, encrypting and decrypting browser credentials using Windows Data Protection API (DPAPI), and injecting itself into processes. It also stole browser data, including cookies, tokens, and passwords, by targeting the Chromium database used by Google Chrome and Microsoft Edge browsers. 

Additionally, the malware scanned the target system for PDF files, Microsoft 365 documents, and files stored in the Desktop, Downloads, and other folders and enterprise file-sharing platforms such as OneDrive and SharePoint. Microsoft notes that the observed attacks only represent a subset of the initial ACR Stealer delivery methods. The tech giant added that the malware operators could use various other attack chains to compromise enterprise systems. 

Microsoft advises users never to copy commands from websites that claim to repair errors or confirm their human identity, as attackers often use such websites to deliver malware. It also recommends that organizations limit user access to unnecessary online resources and deny access to domains associated with new and suspicious websites. 

The company also advises organizations to use application control policies to block PowerShell, Python, MSHTA, rundll32.exe, and other utilities from running obfuscated scripts or downloading content from remote or user-controlled sites. Microsoft also published a list of mitigation measures and indicators of compromise (IOCs) that can help organizations detect ACR Stealer attacks.

Microsoft-Signed Driver Used to Disable Security Software in GodDamn Ransomware Attacks

 


A ransomware group known as Hyadina has been observed using a Microsoft-signed Windows kernel driver to disable endpoint security software before deploying its latest ransomware variant, GodDamn, according to researchers at Symantec. The campaign combines trusted administrative software, publicly available offensive security tools and a signed kernel driver to establish control over victim environments before encrypting systems.

Hyadina has operated as a ransomware-as-a-service (RaaS) group for approximately four years, evolving its malware from earlier variants known as Beast and Monster to its current GodDamn locker. The group primarily targets organizations in the United States while reportedly avoiding victims in former Soviet countries. Previous attacks have affected organizations across healthcare, manufacturing, education and several other industries.

Symantec was unable to determine how the attackers initially gained access to the compromised environment. The first confirmed activity appeared on May 29, when an unauthorized copy of AnyDesk was discovered inside the Music folder of an infected system. Although AnyDesk is legitimate remote access software widely used for IT support, threat actors frequently abuse remote monitoring and management applications because they provide persistent access while blending into normal administrative activity.

The following day, the attackers deployed an executable named symantec.exe, which installed a kernel-mode driver called PoisonX. Running in the Windows kernel gives a driver the highest level of system privileges, allowing it to interact directly with core operating system functions. According to Symantec, PoisonX carried a valid Microsoft Hardware Compatibility signature, enabling Windows to load the driver as trusted.

Once active, PoisonX terminated security-related processes and removed user-mode API hooks commonly used by endpoint detection and response (EDR) solutions to monitor application behavior. By disabling those monitoring mechanisms, the attackers reduced the visibility of security software before carrying out the remaining stages of the intrusion.

With endpoint protections weakened, Hyadina expanded its operation using a collection of credential theft and reconnaissance utilities. Investigators observed fourteen open-source tools designed to recover credentials from web browsers, email clients and instant messaging applications, as well as utilities capable of extracting Wi-Fi credentials and capturing live network traffic. All but one of those tools originated from NirSoft, which publishes legitimate Windows administration utilities. The remaining tool, Mimikatz, is widely known for extracting credentials and authentication material from Windows systems and is frequently abused during post-compromise activity.

The attackers also relied on PsExec, Microsoft's remote administration utility, to move laterally across the victim's network. Combined with legitimate remote management software, credential theft utilities and the signed kernel driver, the attackers were able to strengthen their foothold across multiple systems before deploying the GodDamn ransomware payload.

Symantec also examined the origins of PoisonX. The driver was uploaded to GitHub on April 7 by a developer using the name oxfemale, who described it as a research tool. The developer regularly publishes offensive security projects, including exploit proof-of-concepts, credential stealers and software designed to disable antivirus products, while identifying themselves on LinkedIn as a Russian security researcher specializing in reverse engineering and penetration testing. Symantec, however, considers PoisonX to be malware because its primary function is to disable security protections rather than support legitimate defensive research. Researchers said it remains unclear how the driver obtained Microsoft's Hardware Compatibility signature or whether the signing process was manipulated.

Microsoft maintains a Vulnerable Driver Blocklist to prevent known malicious or exploitable drivers from loading, even when they possess valid signatures. However, Symantec noted that newly identified drivers are not added to the blocklist immediately. Updates can take days or, in some cases, weeks to reach enterprise systems, leaving a window during which attackers can continue using newly signed or newly discovered drivers before defensive protections are updated.

Commenting on the broader use of legitimate software during ransomware intrusions, Symantec's Brigid O Gorman noted that nearly any administrative or security tool can become malicious when misused. She said this makes behavioral and adaptive security controls particularly important because they focus on suspicious activity rather than relying solely on known malicious files or applications. In the case of Hyadina, that combination of trusted software, publicly available offensive tools and a signed kernel driver enabled the attackers to disable security protections, steal credentials, move laterally through the environment and ultimately deploy ransomware.

Microsoft and Google Remove ModHeader After Finding Dormant Collector


ModHeader is a famous header-editing extension with over 1.6 million installs across Microsoft’s Edge and Google’ Chrome browser. 

Google and Microsoft remove the collector

Experts discovered a secret browsing-history collector built into its official store variant, and have withdrawn the ModHeader from Google and Microsoft.

An empty allow-list kept the collector switched off and it was dormant, and no proof has surfaced that it retrieved or sent even one browsing domain.

About the discovery

Stripe OLT, a UK cybersecurity organization analyzed the code against Google’s Web Store signature and verified the collector shipped within the authentic extension, not a fake one.

Stripe OLT’s study covers the Chrome build and its 900,000 users (an estimate); and Edge and its 700,000 users. Microsoft removed  the listing on July 3rd whereas Google pulled the Chrome listing a week after, on July 10th.

Attack tactic

Variant 7.0.18 still edits HTTP headers as shown. The same minimized background also consists of another system. On the first attempt, it makes a device fingerprint and deploys a hardcoded encryption key. As the user browses, it takes the domain from each page that user opens, encodes it, and gathers it locally, up to 1000 different domains.

Scheduler and other things

A scheduler combines your fingerprint with the encrypted list, uploads it to api.stanfordstudies[.]com, and deletes the local copy once a day. If the collector were turned on, browsers using it wouldn't all beacon at once because the upload time is offset per install. The same pipeline is described in separate teardowns by researcher Yunus Aydin on version 7.0.17 and HackIndex on version 7.0.18.

How does collector function

The collector functions only if your browser matches an entry on an internal allow-list, but the list ships empty. Every time, the check fails, and the pipeline stops before it gathers even a single domain. 

The small change is populating the list, without any click and no new permissions from the users, sent as a routine update. The endpoint URL, the scheduler, the storage logic, and the hardcoded key are all on the same device.

But not everything was silent. The extension pinged extensions-hub[.]com with the product, version, and browser when it was installed, updated, and uninstalled. 

Additionally, it was evident that the piece had been running because a script that runs on every page had already recorded actual request metadata in plain text to local storage. 

Operation Endgame Disrupts Global Cyber Crime Assembly Line


Private companies and international authorities have disrupted a malicious “assembly line” that let hackers steal millions of login details and theft of $47 million in ransom payments via extortion. The operation aimed at catching two tools that are used in online scams.

The first tool is called Amadey, a malware-as-a-service platform for disrupting devices and deploying infected payloads for ransomware and related attacks. Amadey was first discovered in 2018 and in 2025, it exploited GitHub as it stored system info from malicious devices and deployed custom payloads.

The second tool is called StealC, it is an infostealer-as-a-service tool that steals cryptocurrency wallets, browser extensions, authentication cookies, and login credentials.

Disrupting a crucial link in the cyberattacks chain

Amadey and StealC are distinct tools that function autonomously. They are widely used, but many people use them in their personal cybercrime operations. 

The tools depend on the same infrastructure to function. Microsoft made this link after analyzing the tools using AI. The discovery allowed Microsoft to stop both tools simultaneously.

“This action goes after the cybercrime ‘assembly line,’ where coordinated tools drive ransomware, financial fraud, and disruptions to public services. Amadey and StealC are often used alongside each other: Amadey helps attackers gain access to devices, while StealC steals passwords and sensitive information. Together, they form a critical link in the chain,” Microsoft said.

About the investigation

Companies gathered proof that the tools shared the same infrastructure and invoked RICO statutes against organized crime. This resulted in treating the two tools as part of a single scam. 

Microsoft has disrupted over 200 C2 servers and shut down criminal control of over 18,000 compromised computers. Europol also assisted in the operation to track down the culprits and recovered around 27 million stolen login details and found $47 million worth of crypto assets tied to cybercriminals.

“During this action, 326 servers and 142 domains were actioned by law enforcement and the private sector partners, severely crippling the malware’s distribution network. By taking down these tools simultaneously, the collaboration between law enforcement and private parties has increased friction for cybercriminals, making it harder for attacks to succeed, spread, or recover,”  Europol said.

Operation Endgame

Other firms that helped in “Operation Endgame” are ESET, IBM X-Force, ESET, Mitsui Bussan Secure Directions, and Bitsight. 

According to Europol, another tool that disrupted Operation Endgame was SocGholish. It is a malware installer tied to the Russian cybercrime group Evil Corp. that distributes via hacked websites. If you visit such sites, you will be tricked into installing malware apps mimicking as browser extensions or genuine software.  

GhostApproval Symlink Codes Could Run Malicious Codes in AI Coding Agents


Cyber security experts at Wiz discovered that a bug in six famous AI coding assistants allows a booby-trapped code project to silently take over a developer’s system. The assistant can ask access to edit one innocent-looking file, but the write takes over a sensitive file.

The impacted tools are Windsurf, Google Antigravity, Cursor, Amazon Q Developer, Claude Code by Anthropic, and Augment. Wiz has termed the technique GhostApproval and posted it recently.

Three of the six AI assistants have addressed, two did not, while Anthropic argues if it is a bug. The most vulnerable are the tools that modify file before you can notice.

Attack tactic

The threat actors exploit an old Unix feature called symlink (or symbolic link), that AI assistants cannot check. 

A symlink silently directs to other files somewhere else on disk, hence writing to it particularly writes to the victim. 

“Symbolic links have been a security headache since the early days of Unix. From /tmp race conditions to privilege escalation exploits, symlinks have a long history of bypassing security boundaries by making one path silently resolve to another. It's a well-documented attack primitive - CWE-61 dates back decades,” Wiz said.

Research model

Wiz made a malicious repository with a symbolic link called project_settings.json that really directs to target’s SSH login file, ~/.ssh/authorized_keys. The repo’s README commands the assistant to put “a line” to project_settings.json, and this line is the hacker’s SSH key mimicking an innocent setting. “

If you ask the agent to “set up the workspace” or “follow the README,” it writes the key directly via the symlink into the login file. Following this, if the machine plays an SSH  service the threat actor can access, they can sign in without password. 

The second variant

Another variant of the attack writes to your shell startup file, ~/.zshrc, which the shell runs the next moment you open a terminal without needing an SSH. There are no indications that any of this has been abused in real-time operations, Wiz has only demonstrated it as their research.

“Symlinks have been exploited for decades – in race conditions (CVE-2018-15664), in package managers (CVE-2021-32803), in container escapes (CVE-2024-21626). Any time a tool writes to a user-controlled path without resolving it first, symlinks become a weapon,” Wiz wrote in its blog. 

BlueHammer Microsoft Defender Vulnerability Linked to Ransomware Attacks After CISA Confirms Active Exploitation

 

Microsoft Defender users are advised to update their software after discovering a security flaw known as BlueHammer was used in ransomware attacks. The weakness with identifier CVE-2026-33825 has been added to the list of flaws actively used by malicious actors. It is part of the growing trend of ransomware attackers using zero-day issues. 

The issue was uncovered after the cybersecurity researcher, otherwise known as Chaotic Eclipse or Nightmare Eclipse, shared the information regarding another vulnerability before the update was released. The same individual has criticized Microsoft several times over their approach to disclosure of security weaknesses. The researcher has published multiple posts about actively used problems prior to the official date of their resolution. 

Microsoft published the details regarding BlueHammer on April 2nd, whereas the security update was released on April 14th. The flaw was categorized as a privilege escalation vulnerability with the ability to escalate the privileges of an authenticated attacker. However, Microsoft updated the description, specifying the risk as more likely than not, while refraining from officially acknowledging active exploitation. 

According to the independent security researchers, the vulnerability was actively used by ransomware operators before the release of the mentioned security update. The evidence came from the report by the Huntress team, which discovered multiple attacks that incorporated CVE-2026-33825 as a zero-day exploit. This information has prompted the addition of the weakness to the CISA’s Known Exploited Vulnerabilities (KEV) list on April 22nd, with the updated listing providing the additional context of ransomware attacks. 

Despite the confirmation of ransomware attacks, the one issued by CISA does not indicate what group may be responsible for them. There is no public evidence linking BlueHammer to any known ransomware group or family. In spite of that, the weakness has been actively used in ransomware operations. At the same time, it is unclear whether other ransomware groups have used it or may be using it currently. The issue has also prompted the debate over the response to such incidents, with the critics suggesting that the defenders and security researchers are not notified when the weaknesses are added to the ransomware operations. 

In practice, the CISA only updates the KEV list periodically. It does not provide threat intelligence and response support for individual organizations every time when the weakness is added to the list. Some security experts have stated that the better alternative would be to notify the defenders directly. In the meantime, a threat intelligence company GreyNoise has announced the availability of a free service that monitors the KEV list for changes, indicating when the weakness is updated to include the details of a ransomware attack. 

The discovery of BlueHammer presents an illustrative example of how fast the ransomware attackers can adopt and incorporate the newly discovered vulnerabilities into their operations. Experts advise the defenders to always remain alert, apply the Microsoft security updates in a timely manner and monitor the threats intelligence channels for the relevant weaknesses. The ransomware operators continue to pursue the opportunities, which render the prompt response to the updates crucial.

Microsoft, Europol and Industry Partners Disrupt Amadey and StealC Cybercrime Infrastructure

 

Surprisingly, global police forces took down two key cybercrime systems at once - unusual given past efforts typically focused on one threat. Backing came from Microsoft, adding weight to actions targeting Amadey, a program that loads malicious software. 

Meanwhile, StealC was also hit; it specializes in stealing user data. Though often seen working hand-in-hand during digital break-ins, both were struck together this time. Shifting tactics like this disrupted not just the tools but their entire support network. Recovery now becomes harder simply because so much of their foundation is gone. 

With infrastructure damaged across multiple points, launching new attacks will take far longer than before. Microsoft’s Digital Crimes Unit joined forces with law enforcement, cyber defense companies, and intelligence teams to tackle organized digital threats. From the start, findings on Amadey emerged through collaboration between ESET, BitSight, Lumen, and Mitsui Bussan Secure Directions. 

Meanwhile, tracking StealC unfolded thanks to insights from Europol, Germany’s Federal Criminal Police Office, authorities in the Netherlands and Denmark, alongside IBM X-Force and Proofpoint. One thread led to another until distinct probes merged into a clearer picture of an extensive crime network. 

From the start, law enforcement leveraged the RICO Act - typically tied to mob-related prosecutions - to dismantle over 200 command hubs controlling malicious software networks. While not obvious at first glance, patterns uncovered by Microsoft’s Copilot system, driven by artificial intelligence, revealed connections across distinct malware groups. Because of these findings, officials began viewing the threats as branches of one coordinated operation rather than separate incidents. 

Microsoft reported that just in the first week of May, systems tied to Amadey and StealC reached over 140,000 machines globally. Though it appeared only in 2023, StealC functions like a rental-based attack tool - focused on grabbing login details from browsers, crypto wallets, messages, email accounts, even game profiles. 

Those using it adjust their attacks individually, while handling what they collect via online control panels built for ease. First seen in 2018, Amadey operates by delivering malicious software to compromised devices. Because of its design, cybercriminals often leverage it to introduce programs like StealC. One breach may lead - through this tool - to several layers of intrusion. 

Though initially subtle, the consequences multiply quickly once active. Modern cybercrime often works like a factory, experts note, where the link between these tools shows how tasks get split up. One crew might build something, another circulate it, while someone else runs it - yet everything fits. Because pieces snap together smoothly, attackers can stack actions into longer sequences even if they never talk. 

The setup thrives on separation, not teamwork. Targeting entire networks of malicious software could work better than going after single components, Microsoft suggests. Instead of isolated attacks on specific tools, focusing on how these systems connect might weaken criminal infrastructure more deeply. 

When security teams hit several points in an attacker's process simultaneously, it becomes harder, slower, and costlier to bounce back. Disrupting coordination between different parts slows down rebuilding attempts significantly. Each broken link adds friction, making revival less likely or much delayed.

CryptoBandits Malware Combines Crypto Theft and Backdoor Access

 



Microsoft has disclosed details of a newly identified Windows malware campaign that combines cryptocurrency theft, covert command-and-control communications, and remote access capabilities, creating a threat that extends well beyond traditional crypto-stealing malware.

Tracked as CryptoBandits, the malware has been active since at least February 2026 and is designed to compromise Windows systems through malicious shortcut (LNK) files. While its primary objective is to steal cryptocurrency-related information, Microsoft researchers found that the malware also functions as a lightweight backdoor, allowing attackers to maintain ongoing access to infected devices and issue remote commands.

According to Microsoft's analysis, the threat relies heavily on built-in Windows scripting technologies, including Windows Script Host and ActiveX components, to execute malicious actions while avoiding more obvious indicators typically associated with conventional malware families. Once executed, CryptoBandits deploys a portable version of the Tor anonymity network and establishes communications with attacker-controlled hidden services through a local SOCKS5 proxy, concealing the infrastructure used to manage infected systems.

Researchers observed the malware being distributed through malicious shortcut files that masquerade as legitimate content. After compromising a system, CryptoBandits deploys two distinct modules: a worm component responsible for spreading the infection and a cryptocurrency clipper designed to monitor and manipulate wallet-related data.

The propagation mechanism enables the malware to scan connected USB storage devices and generate additional malicious shortcut files that imitate legitimate documents. By replacing or disguising genuine files with weaponized shortcuts, attackers increase the likelihood that the malware will spread when removable media is shared between systems. Microsoft also noted that the malware can deploy additional payloads while excluding them from Microsoft Defender scanning, helping attackers reduce the likelihood of detection.

One of the most dangerous aspects of CryptoBandits is its clipboard-monitoring functionality. Cryptocurrency clippers are designed to watch for wallet addresses copied by victims during transactions. When a targeted wallet address is detected, the malware silently replaces it with an attacker-controlled address before the victim pastes the information into a cryptocurrency application or exchange platform. Because cryptocurrency addresses are often long and difficult to verify manually, victims may unknowingly transfer digital assets directly to criminal-controlled wallets.

Beyond address substitution, Microsoft found that the malware can harvest cryptocurrency seed phrases and private keys, information that can provide direct access to digital wallets. The malware also captures screenshots and transmits collected information to attacker-controlled infrastructure through Tor-based communications channels.

The malware establishes persistence through scheduled tasks and incorporates anti-analysis checks intended to identify whether system monitoring tools are active. Researchers observed the clipper verifying whether Windows Task Manager was running before continuing execution, a technique commonly used by malware operators attempting to evade investigation and detection.

After installation, CryptoBandits launches a renamed Tor executable and registers the infected device with its command-and-control infrastructure. The malware then continuously polls its operators for instructions at intervals of roughly 500 milliseconds, enabling rapid execution of attacker-issued commands. This capability transforms the malware from a simple financial stealer into a remotely managed backdoor capable of supporting additional malicious activity.

Microsoft's investigation also revealed extensive use of runtime obfuscation. Core malware components remain encrypted until execution, while both the Python-based installation routines and JavaScript payloads are intentionally obscured to complicate reverse engineering efforts. Such techniques make static analysis significantly more difficult and can delay detection by traditional signature-based security tools.

At the center of the operation is the malware's bundled Tor client. Rather than relying on exposed internet-facing servers, CryptoBandits routes traffic through localhost: 9050 using a SOCKS5 proxy and communicates with hidden-service infrastructure hosted within the Tor network. By concealing command-and-control traffic behind anonymized routing, attackers reduce network visibility and make infrastructure disruption efforts considerably more challenging.

The campaign gives us a foray into the new trend of financially motivated cybercrimes, where lightweight malware increasingly combines credential theft, cryptocurrency targeting, covert communications, and remote-access functionality within a single package. Security researchers have repeatedly observed threat actors moving away from easily identifiable command-and-control servers in favor of anonymized infrastructure that blends malicious traffic with legitimate network activity.

To mitigate the threat, Microsoft recommends restricting unnecessary use of scripting engines such as Windows Script Host, monitoring systems for unauthorized local SOCKS proxy activity, reviewing unusual clipboard access patterns, and implementing behavioral detection mechanisms capable of correlating script execution, network communications, process activity, and data exfiltration attempts. Additional safeguards include disabling autorun functionality for removable media, restricting execution of shortcut files from USB devices, and closely monitoring Tor-related network traffic originating from enterprise endpoints.

Researcher Reveals VS Code Flaw That Could Expose GitHub Access Tokens Through a Single Click

A publicly disclosed security flaw affecting the browser-based version of Visual Studio Code has drawn attention from developers after a researcher demonstrated how attackers could potentially obtain GitHub authentication tokens through a single user interaction.

The issue was disclosed by security researcher Ammar Askar, who published technical details alongside proof-of-concept code showing how the vulnerability could be abused. At the time of disclosure, no CVE identifier had been assigned and Microsoft had not released an official software patch.

According to Askar's analysis, the weakness exists within github.dev, GitHub's web-based development environment that allows users to work with repositories directly from a browser using technology derived from Visual Studio Code. The attack takes advantage of the way VS Code's webview components communicate with the main editor environment.

Webviews are embedded browser windows used by extensions and web applications to display interactive content. While these components are designed to operate within restricted environments, the researcher found a method to abuse the message-passing mechanism that connects a webview to the editor interface.

The published demonstration shows how malicious JavaScript running inside a webview can trigger actions within the main editor window. By simulating keyboard input and user activity, the code can install a malicious extension without requiring the victim to manually perform the installation process.

Once deployed, the extension is capable of extracting a GitHub OAuth token that is transmitted when users access github.dev. OAuth tokens act as authorization credentials that allow applications to interact with GitHub services on behalf of authenticated users.

According to the researcher, the security concern extends beyond access to a single repository. The token passed to github.dev can inherit the permissions associated with the user's GitHub account, potentially granting access to every repository available to that account, including private projects.

Using the proof-of-concept attack, a malicious extension can retrieve the token and communicate with GitHub's API. This allows an attacker to identify repositories accessible to the compromised account and gather information about private development resources.

Askar argued that the broad permissions associated with the token significantly increase the potential impact of exploitation because access is not limited to the repository that initially triggered the github.dev session.

To reduce exposure while no official fix was available, the researcher advised users to clear cookies and locally stored site data associated with github.dev. Removing this stored data forces additional authentication checks that can help expose suspicious sign-in attempts.

After clearing the stored information, users attempting to access github.dev through a malicious link would be more likely to encounter a warning indicating that the GitHub Repositories extension is requesting authorization through GitHub. Such prompts can serve as an indication that unexpected account access is being requested.

The disclosure also highlighted ongoing tensions surrounding vulnerability reporting processes. Askar stated that GitHub was notified approximately one hour before publication of the research. He described the disclosure as a deliberate decision to release the information publicly rather than pursue a lengthy coordinated disclosure process.

The researcher cited previous interactions involving another VS Code vulnerability that he reported through Microsoft's security channels. According to his account, the issue was later addressed without attribution and was classified as having no security impact despite his concerns regarding its implications.

Askar said that experience influenced his decision to publicly disclose future VS Code security findings rather than continue working through Microsoft's reporting process.

The incident follows several other public disclosures involving Microsoft products by an independent researcher operating under the online alias "Nightmare Eclipse." Over recent months, that researcher has released details regarding multiple unpatched vulnerabilities affecting Windows and related Microsoft technologies, including flaws known as BlueHammer, RedSun, GreenPlasma, MiniPlasma, YellowKey, and UnDefend.

Some of those vulnerabilities were later reported as being actively exploited, further intensifying discussions within the security community about vulnerability handling, disclosure timelines, and communication between vendors and independent researchers.

Microsoft previously responded to some of those disclosures by warning that legal action could be considered when individuals engage in activities that cause harm to customers. The company also stated that it may cooperate with law enforcement agencies when necessary.

In comments provided following the publication of the VS Code findings, Microsoft emphasized the role independent researchers play in improving product security. The company stated that it remains committed to evaluating reported issues, coordinating engineering responses, and delivering mitigations intended to protect customers.

A subsequent statement from Microsoft indicated that the issue had been mitigated within its services and that users were not required to take additional action.

The developer-focused platforms remain attractive targets because authentication tokens can provide access to source code repositories, development environments, and organizational assets. Security teams generally recommend reviewing unexpected links carefully, limiting unnecessary permissions, monitoring account activity, and using strong authentication controls to reduce the likelihood of unauthorized access.

Microsoft Unveils Project Solara, AI Agents to Replace Computing


Satya Nadella, Microsoft CEO, said computing has entered a new era where AI agents will take over to become the main interface, not applications or operating systems. 

Microsoft launches project Solara

Microsoft also released Project Solara, a Qualcomm powered platform built to support Agentic-AI devices that can work across apps, screens, and workflows. According to Microsoft, the next era of computing will not be characterized by such things. 

At the Microsoft Build 2026 developer conference, Nadella said that Microsoft is shifting from a world based on apps and devices to one where AI agents will dominate the main interface between computers and users.

Nadella said this while Microsoft showcased Project Solara, a new chip-to-cloud platform built in partnership with Qualcomm which is currently called “agent-first computing”. Microsoft said that agentic AI is developing beyond assistants integrated inside applications and will streamline operations across workflows. This may impact the future of computer usage. 

Project Solara is based on the company’s belief that agentic AI will become the key technology for people to interact. Instead of running apps individually and  tasks manually, users will use AI agents.

About Project Solara

It is a chip-to-cloud platform that integrates Azure cloud services, hardware, and software to enable agent-first usage. It will also allow people to interact dynamically with AI via specific form factors. Solara is built around the goal that AI agents are the latest unit of programming and a novel way for people to interact with computers.

In a research paper published around the same time, Microsoft said that computing has shifted from mainframes to PCs, smartphones, and IoTs. 

Each generation inches closer to users. AI agents will become the next interaction layer, letting people interact with computers via natural language instead of interfaces, menus, and navigating apps.

How will the AI agents replace apps?

Microsoft laid three levels of integrating AI. 

In the first stage, AI is put beside an app as a helper, like the LLM chatbots of today. 

In the second level, AI is directly integrated inside apps, which makes it central to user experience. 

In the third level, AI operates outside the individual apps, streamlining workflows while maintaining context. Solara is particularly built for the third stage.

Microsoft Warns Passwords and SMS-Based 2FA Are No Longer Enough Against Modern Cyberattacks






Microsoft is intensifying its push toward passwordless security, warning that traditional passwords and older forms of two-factor authentication are becoming increasingly ineffective against modern phishing attacks powered by artificial intelligence.

In a statement released during World Passkey Day, Microsoft said the cybersecurity industry must reduce dependence on passwords and other “phishable” login methods by accelerating the adoption of passkeys. 

For years, technology companies encouraged users to strengthen account security by enabling two-factor authentication (2FA) or multi-factor authentication (MFA). Microsoft itself previously stated that MFA could block more than 99% of password-based attacks. However, cybercriminals have steadily adapted their tactics, particularly targeting SMS-based authentication systems through phishing pages, SIM-swapping schemes, session hijacking, and social engineering attacks.

The company now argues that passwords, even when paired with weak MFA methods like text-message verification codes, continue to leave accounts vulnerable. Microsoft described these older protections as “legacy” authentication methods that can still become entry points for attackers. 

Instead, Microsoft is promoting passkeys, which rely on cryptographic authentication rather than memorized passwords. A passkey stores a private digital key directly on a user’s device and only works on the legitimate website or application where it was created. Access is then confirmed through biometric verification, such as fingerprints or facial recognition, or through a device PIN. 

Security experts say this approach makes phishing significantly harder because passkeys cannot be reused on fake websites designed to imitate legitimate login pages. Unlike passwords or SMS codes, the authentication process is tied directly to the original domain. 

Microsoft also stressed that enabling passkeys alone is not enough if passwords and fallback authentication methods remain active on accounts. According to the company, weak backup options can still be exploited even after stronger protections are introduced. Microsoft has therefore continued removing older authentication systems across its ecosystem, including plans to eliminate security questions from password reset flows beginning in 2027. 

The urgency surrounding this transition has increased alongside the rapid growth of AI-generated phishing campaigns. Microsoft cited internal findings showing that AI-assisted phishing operations can achieve click-through rates as high as 54%, meaning more than half of targeted users may interact with malicious messages. 

Industry-wide adoption of passkeys is also accelerating. The FIDO Alliance estimates that more than five billion passkeys are already in use globally. Microsoft said hundreds of millions of users now sign into services such as OneDrive, Xbox, and Copilot using passkeys every day. 

Internally, Microsoft claims that over 99% of users within its environment now have access to phishing-resistant authentication methods. The company added that account recovery systems remain a critical security challenge because attackers increasingly target recovery processes instead of direct logins. 

Researchers and government agencies are broadly supporting the move toward passwordless security. The United Kingdom’s National Cyber Security Centre recently encouraged organizations and consumers to adopt passkeys, citing growing risks from AI-driven phishing and phishing-as-a-service platforms. 

Still, cybersecurity researchers caution that passkeys are not completely immune to attack. Recent academic research examining FIDO2 authentication methods found that while passkeys substantially raise the difficulty for attackers, sophisticated compromise techniques involving infected devices, session theft, or manipulated browser environments may still pose risks under certain conditions. 

Microsoft maintains that removing passwords and other phishable credentials remains essential as AI systems increasingly act on behalf of users across enterprise environments. If a single digital identity is compromised, attackers could potentially exploit connected AI agents to access systems, trigger workflows, and operate with existing permissions at machine speed. 

Microsoft Warns Users About Rising QR Code Phishing and Quishing Scams

 

Microsoft’s cybersecurity researchers have uncovered a growing wave of phishing scams using QR codes hidden inside emails, PDF files, and fake CAPTCHA pages. Instead of clicking suspicious links, victims scan QR codes that secretly redirect them to fraudulent websites designed to steal login credentials and session data. The attacks spread quickly because they bypass many traditional security filters and often appear harmless at first glance. 

Known as “quishing,” these scams hide malicious links inside QR codes, avoiding the usual warning signs tied to suspicious URLs. Emails often create urgency through fake compliance notices, security alerts, or missed-message warnings, encouraging users to scan the code without carefully checking the sender. According to Microsoft, attackers are impersonating HR teams, IT departments, managers, and office administrators to make messages appear legitimate. 

Once scanned, users are routed through several webpages before landing on counterfeit login portals built to capture usernames, passwords, and even live session tokens capable of bypassing some two-factor authentication protections. Researchers say more than 35,000 users across approximately 13,000 organizations worldwide have already been targeted, with cases continuing to rise. Many people trust QR codes because they are commonly used for menus, payments, and sign-ins, making them less likely to question the risks behind scanning one. 
Cybercriminals are exploiting that familiarity to trick users into exposing sensitive information. A recent case highlighted by Digit.in demonstrated how convincing these scams can be. Employees reportedly received emails appearing to come from an Office 365 administrator claiming several messages were awaiting approval. Instead of links, the email included a QR code directing users elsewhere. Investigators tested the QR code using a freshly wiped mobile device across Android and iOS platforms to minimize potential risks. 

While the QR codes in that case did not install malware or alter device settings, the test showed how easily similar scams could deceive unsuspecting users. Security professionals warn that scanning unfamiliar QR codes on devices containing banking apps, work credentials, personal photos, or confidential files can expose users to serious threats without obvious warning signs. Experts recommend avoiding QR codes sent through unsolicited emails, verifying senders carefully, and checking linked addresses before entering passwords. 

As cybercriminals increasingly rely on social engineering instead of direct hacking, simple actions like scanning a QR code are becoming new entry points for digital attacks.

Europe Pushes to Reduce Dependence on U.S. Tech as Sovereign Digital Infrastructure Gains Momentum

 




Several European governments are trying to reduce their dependence on American software, cloud platforms, and digital infrastructure as debates around data control, political influence, and technological independence become more intense across the region.

The situation has exposed contradictions in Europe’s relationship with U.S. technology companies. Microsoft chief executive Satya Nadella has largely stayed away from the kind of political messaging often associated with Alex Karp. Despite this difference, France has started moving parts of its public systems away from Microsoft Windows while simultaneously renewing contracts linked to Palantir Technologies through its domestic intelligence agency.

This complicated approach shows how Europe is attempting to distance itself from American tech firms without fully breaking away from them. Many governments now believe that relying too heavily on foreign technology companies can also mean depending on foreign laws, political priorities, and corporate influence. Still, Europe’s response has not followed one common strategy, with many actions appearing fragmented or reactive.

Much of the debate intensified after the U.S. passed the CLOUD Act in 2018 during President Donald Trump’s first term. The law gives American authorities the ability to request data from U.S.-based technology companies even if that information is stored outside the United States. For European officials, this raised concerns that storing data inside Europe may no longer be enough to fully protect sensitive information from foreign legal access.

Healthcare data quickly became one of the strongest examples used in these discussions. Medical records are considered among the most sensitive forms of information governments hold because they contain deeply personal details tied to citizens. Even after the CLOUD Act came into force, the United Kingdom partnered with companies including Google, Microsoft, and Palantir Technologies during the COVID-19 pandemic for projects involving National Health Service data.

Critics have argued that such partnerships could expose public-sector information to outside influence. France later decided that its Health Data Hub would stop using Microsoft Azure infrastructure and move toward what officials described as a sovereign cloud model. The contract was awarded to Scaleway, a cloud provider owned by French telecommunications group Iliad. Scaleway has also been expanding its network of data centers across Europe.

Scaleway later became one of four companies selected in a €180 million sovereign cloud contract backed by the European Commission. The program is intended to support cloud services that operate under European legal and regulatory standards. Notably, the European Sovereign Cloud initiative launched by Amazon Web Services was not included among the selected providers, even though Amazon created the project to answer European concerns about digital sovereignty.

Questions have also emerged around whether some so-called sovereign alternatives remain partly tied to American technology companies underneath. Some observers pointed to S3NS, a joint venture involving French defense company Thales Group and Google Cloud. Critics worry that arrangements like these could still leave room for indirect U.S. access or legal exposure despite being promoted as trusted European solutions.

Europe has faced similar problems in the search engine market. French search company Qwant was previously recommended for public servants in France while relying on Microsoft Bing’s underlying search infrastructure. The relationship later deteriorated after Qwant accused Microsoft of taking advantage of its dominant position in the market. Although French regulators declined to act against Microsoft, Qwant eventually started searching for alternatives on its own.

Qwant later partnered with German nonprofit search platform Ecosia to launch Staan, a Europe-based search index designed to reduce reliance on Google and Bing technologies. The project focuses on privacy and regional control over search infrastructure. Even so, both companies remain far smaller than their American competitors. Ecosia, despite having around 20 million users, still operates on a completely different scale compared to Google’s global user base.

One of the biggest problems facing European technology firms is market dominance from American companies. U.S. providers continue to control large parts of cloud computing, enterprise software, internet search, and artificial intelligence markets because of their global infrastructure, financial resources, and established ecosystems. European officials hope that large public-sector contracts could help regional providers compete more effectively.

Besides Scaleway, the European Commission’s sovereign cloud program also selected French companies Clever Cloud and OVHcloud, along with STACKIT. STACKIT was developed by the Schwarz Group, the parent company of Lidl, originally for its own internal systems before later being turned into a commercial cloud service.

Supporters of the initiative believe government-backed contracts could encourage more European companies to invest in domestic infrastructure instead of depending on foreign cloud providers. Backers of the program have also said the project aims to encourage digital solutions that align with European laws, governance rules, and privacy standards.

Still, Europe’s strategy of distributing contracts across several companies may create another challenge. While diversification could reduce dependence on one dominant provider and improve resilience, it may also make it harder for Europe to build a single technology giant capable of competing globally with firms such as Microsoft, Amazon, or Google.

Some critics also view sovereign tech partly as an economic strategy meant to keep European spending within the region. However, Europe’s attempts to move away from U.S. technology have not always translated into direct support for startups. In several cases, governments have instead turned toward open-source software alternatives.

France has already started replacing parts of its Windows-based systems with Linux. Public institutions in Germany, Denmark, Austria, and Italy are also exploring alternatives to Microsoft’s office software products through platforms such as LibreOffice.

Several governments have also embraced a “build instead of buy” approach by creating internal software tools. That strategy has faced criticism from parts of the technology and financial sectors. France’s Court of Auditors reportedly questioned spending linked to Visio, an internally developed platform intended to act as an alternative to Zoom and Microsoft Teams.

French newspaper Les Echos also reported frustration from parts of the country’s technology sector. Some critics argued that if governments themselves do not consistently adopt domestic technology tools, it becomes difficult to convince large private companies to do the same.

Many giants of European businesses continue selecting American technology providers when they offer stronger technical or commercial advantages. German airline Lufthansa chose Starlink for onboard internet services. Air France also selected Starlink despite partial ownership ties to the French and Dutch governments. Reports have additionally suggested that France’s national railway operator SNCF may eventually adopt similar services.

The debate around European alternatives has become particularly visible in satellite communications. During a disagreement involving Poland, Elon Musk stated publicly that “there is no substitute for Starlink.” European governments are now trying to prove otherwise by investing in domestic telecommunications and space infrastructure projects.

Public sentiment has also started influencing the discussion. After President Trump threatened to take control of Greenland, applications encouraging consumers to boycott American products surged in popularity on Denmark’s App Store rankings. The reaction showed that calls to reduce dependence on U.S. companies are no longer limited to policymakers and regulators.

Pressure is also building on European governments to reconsider contracts involving controversial American firms. Palantir’s recent public messaging and political positioning have drawn criticism inside parts of the European Union and the United Kingdom. At the same time, many European officials and citizens have started distancing themselves from X, formerly Twitter, because of growing dissatisfaction around platform governance and political discourse.

American technology companies have also shown that Europe is not always their top commercial priority. When Meta delayed the European release of Threads because of regulatory concerns tied to EU laws, it reinforced the perception that large U.S. firms can afford to deprioritize the region when legal requirements become too restrictive.

At the same time, this environment is opening new opportunities for companies building products specifically designed for European markets, languages, and legal standards. Supporters of the EuroStack initiative are pushing for rules that would encourage or require public institutions to purchase locally developed technology whenever possible.

Backers of sovereign tech also hope European companies can eventually compete internationally rather than only within domestic markets. French artificial intelligence company Mistral AI has reportedly experienced strong revenue growth as some businesses search for alternatives to OpenAI. Meanwhile, the governments of Canada and Germany are supporting cooperation between Cohere and Aleph Alpha to create what supporters describe as a transatlantic AI platform for governments and businesses.

As geopolitical tensions continue reshaping the global technology industry, some companies are discovering that not being American, Chinese, or Russian is itself becoming a commercial advantage in international markets.

France’s Break From Microsoft Signals Europe’s Growing Push for Digital Sovereignty


In a move that reflects Europe’s deepening concerns over data sovereignty and foreign technological dependence, France has decided to move its national Health Data Hub away from Microsoft's cloud infrastructure and into the hands of domestic provider Scaleway. The decision marks one of the most significant shifts yet in Europe’s growing effort to reclaim control over sensitive public data. 
 
The Health Data Hub contains medical information relating to millions of French citizens and serves as a major research platform for healthcare analysis and innovation. Since 2019, the system had been hosted on Microsoft Azure, a decision that triggered years of political and legal controversy due to fears surrounding American surveillance laws and extraterritorial access to European data.   
 
French authorities have now selected Scaleway, a subsidiary of Iliad, after an extensive evaluation involving more than 350 technical criteria related to security, resilience, and operational capacity. The migration is expected to be completed between late 2026 and early 2027.   
 

Why Europe Is Growing Wary of American Cloud Giants 

 
The decision is part of a much broader European movement toward what policymakers increasingly describe as “digital sovereignty.” Governments across Europe have become increasingly uneasy about relying on American technology firms for critical infrastructure, especially after repeated debates surrounding the US CLOUD Act, which can compel US companies to provide data to American authorities even if that data is stored overseas.  
 
In France, these concerns intensified after Microsoft reportedly acknowledged before a French Senate inquiry that it could not fully resist certain US government data requests involving French citizens. That revelation significantly strengthened calls for sovereign cloud infrastructure controlled entirely within European legal jurisdiction. The shift also aligns with France’s wider technological repositioning. Earlier this year, the country announced plans to reduce reliance on Microsoft products across government systems, replacing several US-based platforms with domestic or open source alternatives.   
 

A Defining Moment for Europe’s Tech Independence 

 
France’s decision extends beyond healthcare infrastructure as it clearly represents a symbolic turning point in Europe’s evolving relationship with Big Tech. 
 
For years, European nations depended heavily on American cloud providers because of their scale, maturity, and technological dominance. But growing geopolitical tensions, concerns around privacy, and the strategic importance of data have begun reshaping that equation. 
 
By transferring one of its most sensitive national databases to a domestic provider, France is effectively signalling that technological convenience can no longer outweigh sovereignty concerns. The move may now encourage other European governments to reassess where their own critical data resides. 
 
At its core, this is no longer simply a cloud migration story. It is a declaration that, in the age of AI and mass data infrastructure, control over information has become inseparable from national security itself.

Google Promotes ChromeOS Flex as Free Upgrade Option for Millions of Unsupported Windows 10 PCs

 





More than 500 million devices currently running Windows 10 are approaching a critical turning point, as many of them are not eligible for an upgrade to Windows 11 due to hardware limitations. This has raised growing concerns about long-term security risks once support deadlines pass. In response, Google is actively promoting an alternative, positioning its ChromeOS Flex platform as a free way to modernize aging systems.

Google states that older laptops and desktops can be converted into faster, more secure, and easier-to-manage devices by installing ChromeOS Flex. The system is cloud-based and designed to extend the usability of existing hardware without requiring users to purchase new machines. Although ChromeOS Flex has been available for some time, Google has now made adoption simpler by introducing a physical USB installation kit. Developed in partnership with Back Market, the kit allows users to install the operating system more easily. It is priced at approximately $3 or €3, is reusable, and is supported by recycling-focused efforts such as Closing the Loop to reduce electronic waste.

The timing of this push is closely linked to Microsoft’s decision to end mainstream support for Windows 10 in October 2025. That shift has forced users into a difficult position: invest in new hardware or continue using an operating system that will no longer receive full security updates. While Microsoft does offer an Extended Security Updates (ESU) program, it is only a temporary solution. For individual users, coverage extends for roughly one additional year, while enterprise customers may receive longer support under specific licensing agreements.

The transition to Windows 11 has also been slower than expected. Adoption challenges, largely driven by strict hardware requirements, have resulted in an unusually large number of users remaining on Windows 10 even after its official lifecycle milestone. This contrasts with Microsoft’s earlier expectations of a smoother migration similar to the shift from Windows 7 to Windows 10, which had seen broader and faster adoption.

Google is also emphasizing environmental considerations as part of its messaging. The company highlights that manufacturing a new laptop contributes significantly to its overall carbon footprint. By extending the lifespan of existing devices, ChromeOS Flex helps reduce landfill waste and avoids emissions associated with producing new hardware. Google further claims that ChromeOS-based systems consume around 19% less energy on average compared to similar platforms.

Despite this, switching away from Windows remains a debated decision. Many users rely on the Windows ecosystem for software compatibility, workflows, and familiarity. However, for devices that cannot support Windows 11, alternatives such as ChromeOS Flex present a practical workaround. Even in cases where users purchase new computers, older machines can still be repurposed using such operating systems, for example within households.

At the same time, Microsoft is continuing to strengthen its Windows 11 ecosystem. Devices already running Windows 11 are being automatically updated to newer versions to maintain consistent security coverage. The company is using artificial intelligence to determine when systems are ready for upgrades and applying updates accordingly. While a similar approach could theoretically be applied to Windows 10 devices that meet upgrade requirements, this has not yet been implemented. It remains uncertain whether this could change as future deadlines approach.

Recent developments have also drawn attention to user hesitation around Windows 11. Reports indicated that a recent update disrupted a key Start menu function, even as official communication suggested there were no outstanding issues. Subsequent updates and documentation now indicate that previously known bugs have been resolved, with Microsoft steadily addressing issues since the platform’s release in late 2024.

Additional reporting suggests that all known issues in the current Windows 11 version have been marked as resolved in official tracking systems. This reflects ongoing improvements, though it also underlines the complexity of maintaining stability across large-scale operating system deployments.

For enterprise users, Microsoft is extending support in more flexible ways. Certain legacy versions of Windows 10, including enterprise and IoT editions released in 2016, are eligible for additional security updates. These updates are delivered through ESU programs available via volume licensing or cloud solution providers. However, Microsoft continues to describe this as a temporary measure rather than a permanent extension.

For individual users, the situation is more restrictive. Extended Security Updates are limited in duration, and once they expire, devices will no longer receive security patches, bug fixes, or technical support. However, the continued availability of such programs suggests that support timelines may evolve depending on broader user adoption patterns.

The wider ecosystem is also seeing alternative recommendations. Some industry discussions encourage migration to Linux-based systems, while Google’s ChromeOS Flex represents a more consumer-friendly option. With hundreds of millions of devices affected, the coming months will play a crucial role in determining whether users remain within the Windows ecosystem or begin shifting toward alternative platforms.


Microsoft Releases AI Upgrades, Launches Copilot Cowork to Early Access Customers


In an effort to enhance its AI offering and increase adoption, Microsoft (MSFT.O) recently introduced new features in its Copilot research assistant that would enable users to employ various AI models concurrently within the same workflow.

Instead of relying on a single model, Copilot's Researcher agent can now pull outputs from both OpenAI's GPT and Anthropic's Claude models for each response, thanks to a new feature called "Critique."

According to Microsoft, Claude will check the quality and correctness of the response before GPT provides it to the user. In the future, the business hopes to make that workflow bidirectional so that GPT may also evaluate Claude's writings.

"Having different models from ​different vendors in Copilot is highly attractive - but we're taking this to the next level, where customers actually get the benefits of the models working together," Nicole Herskowitz, VP of Copilot and  Microsoft, said to Reuters. 

The multi-model strategy will assist in increasing productivity and quality for customers by accelerating user workflow, controlling AI hallucinations, which occur when systems give incorrect information, and producing more dependable outputs.

Additionally, Microsoft is introducing a feature called "Council" that will let users compare results from various AI models side by side. The updates coincide with Microsoft expanding access to its new Copilot Cowork agentic AI tool for members of its "Frontier" program, which gives users early access to some of its most recent AI innovations.

According to Jared Spataro, Microsoft's AI-at-Work efforts leader, “We work only in a cloud environment, and we work only on behalf of the user. So you know exactly what information it (Copilot Cowork) has access ​to.”

On Monday, the company's stock increased by almost 1%. However, as investor confidence in AI declines, the stock is poised for its worst quarter since the global financial crisis of 2008, with a nearly 25% decline.

Microsoft capitalized on the increasing demand for autonomous AI agents earlier this month by releasing Copilot Cowork, a solution based on Anthropic's popular Claude Cowork product, in testing mode.

In the face of fierce competition from rivals like Google (GOOGL.O), the new tab Gemini, and autonomous agents like Claude Cowork, the Windows manufacturer has been rushing to enhance its Copilot assistant to promote greater usage.

AI-Driven Phishing Campaign Exploits Railway to Breach Microsoft Cloud Accounts at Scale

 

Security experts at Huntress report a fast-changing phishing operation using AI tools and cloud systems to breach Microsoft accounts in hundreds of companies. This activity ties back to improper use of Railway, a service that helps people launch apps and websites swiftly. Running on automated workflows, the attack adapts quickly, slipping past common defenses. Instead of relying on old methods, it shifts tactics constantly, making detection harder. Through compromised credentials, access spreads quietly within corporate networks. Investigators found backend processes hosted remotely, fueling repeated login attempts. 

Unlike typical scams, this one uses synthetic voices and generated text to mimic real communication. Some messages appear personalized, increasing their chances of success. Early warnings came from irregular traffic patterns tied to authentication requests. Organizations affected span multiple industries without geographic concentration. Researchers stress monitoring unusual API behavior as a sign of intrusion. Detection now depends more on behavioral anomalies than known threat signatures. 

Starting in early 2026, the attack started quietly before rapidly growing in intensity. Come March, signs showed a sharp rise - dozens of groups breached each day. Though linked to an obscure group using few internet addresses, its impact spread fast. Hundreds of confirmed victims fell within weeks, likely many more worldwide.  

Something different here? The integration of AI to craft phishing bait. Typical assaults lean on reused message formats; by contrast, this one generates unique, tailored texts - some with QR symbols, others embedding shared-file URLs or fake alerts mimicking real platforms. Because each message looks unlike the last, standard filters struggle. Pattern-based defenses fail when there is no clear pattern to catch. 

Not every login attempt follows the usual path. Some intruders step in through a backdoor built for gadgets like printers or streaming boxes. A fake prompt appears, nudging users to approve what seems like a routine connection. Once granted, digital keys are handed out - no password cracking needed. With those credentials, unauthorized entry lasts nearly three months. Security checks such as two-step verification simply do not apply.  

Across sectors like finance, healthcare, and government, effects are widespread. Though Huntress says it stopped further attacks for some customers, the company notes its data probably captures just a small portion of those impacted. Huntress moved quickly, rolling out urgent fixes to about 60,000 Microsoft cloud customers after spotting risky traffic linked to Railway domains. Although unintended, misuse of the platform did occur - Railway admitted this, then paused harmful user profiles while cutting off connected web addresses. Security adjustments limited entry points before further harm could unfold. 

The way bad actors craft digital traps now involves artificial intelligence, running through vast online computing resources. With such technology at hand, launching widespread fake message attacks happens faster than before. Experts observing these shifts note a troubling trend: simpler methods achieving stronger results. What once required skill can now be managed by nearly anyone willing to try. Speed grows. Scale expands. Risk rises accordingly.