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This week has already been rough for cybersecurity. Critical PHP and GitLab RCE flaws, serious Linux security bugs , compromised eMudhra certificates , a Node.js RCE flaw , a hacked LiteLLM release, and hundreds of hijacked Tor relays . That's a lot to deal with in just a few days. And the week isn't even over yet. But those big headlines are only half the story. Stolen passwords, exposed databases, broken login checks, and trusted tools being turned against their users are causing trouble too. Some attacks are clever. Others work because someone left a simple security gap open. This ThreatsDay, we're digging into the stories that didn't make as much noise but still deserve attention. Some are strange, some are serious, and a few might surprise you. Here's everything else you shouldn't miss this week. The threats change every week. Subscribe, and we’ll alert you when each new ThreatsDay Bulletin is out.

Platform-as-a-Service (PaaS) provider Railway on Wednesday disclosed "anomalous activity" related to systems that store customer environment variables. Upon further investigation, the company found that an unauthorized third party may have gained access to encrypted environment variables, and, in some cases, obtained the decrypted contents. The impact, it said, is limited to a "subset of users," although it did not disclose an exact number. Environment variables refer to user-defined key-value pairs that are used to store sensitive data like API keys, database credentials, or feature flags. They are configured at the operating system or container environment level instead of hard-coding the values directly into a program's source code. Railway said the incident is likely part of a series of attacks designed to target platform companies with the ultimate goal of compromising artificial intelligence (AI) inference providers. The company also said it has n...

LiteLLM on Wednesday disclosed that threat actors compromised "multiple independent security controls" to push a malicious version of the Python package containing a credential stealer and a backdoor. On October 21, 2026, LiteLLM's release pipeline was compromised to push 1.107.0 to the Docker Hub registry and the Python Package Index (PyPI) repository. The incident took place around 4:00 a.m. PST. The following compromised versions were published - LiteLLM v1.107.0 (PyPI) v1.107.0, latest, main-latest, and main-stable (Docker) v1.107.0, latest, main-latest, and main-stable (GHCR) Users who downloaded an unpinned version of LiteLLM between 11:39 a.m. and 1:23 p.m. UTC via pip or used the Docker image v1.107.0, latest, main-latest, or main-stable between 11:46 a.m. and 2:20 p.m. UTC are impacted. The poisoned version incorporated code to harvest credentials and keys, and run arbitrary code from a remote server every hour, turning it into a remote acce...

Microsoft on Wednesday disclosed that a China state-aligned actor dubbed Storm-0940 was behind the recent supply chain compromise of the ConnectWise Cloud Backup application. During the incident, Storm-0940 used ARTEX , a Go-based agentic AI penetration testing framework that was made closed-source in the wake of its abuse in cyber attacks targeting South Korean financial institutions, to speed up scanning and reconnaissance, password spraying, and OAuth application abuse at downstream victims. The tech giant said the threat actor used the AI tool at "machine speed" to automate attacks targeting hundreds of organizations across the world spanning a broad range of sectors since September 2026. Targets include aerospace and defense, automotive, chemicals, energy, financial services, government, legal, manufacturing, media, military, semiconductor, software, technology, and think tanks and non-profits. "Storm-0940's use of ARTEX accelerated the speed of comprom...

The popular LiteLLM Python package has been compromised as part of a software supply chain attack that delivered a credential stealer and a backdoor, according to reports from SafeDep , Socket , StepSecurity , and Upwind . The compromise affects LiteLLM 1.107.0, distributed through PyPI wheels and Docker images. The Python package has since been quarantined on Python Package Index (PyPI), and the malicious Docker images have been removed. Oliver Jensen, director of security at LiteLLM, said an investigation into the incident is ongoing, and that it's still working to trace the original attack vector by which the threat actor published the malicious release. "We have identified that the malicious actions were taken through three engineers' GitHub accounts, appearing to be by way of stolen GitHub CLI OAuth tokens," Jensen said . "The threat actor used one user's account to trigger the project-releaser run, and another user's account to approve it. A...

ConnectWise on Monday said it has taken remediation measures, including strengthening administrative-access protections and resetting accounts and replacing application credentials, as it continues to respond to a security incident that led to unauthorized access to application identities associated with Cloud Backup. The company said it has completed the following actions since it began rolling out mitigations on October 17 at 5:00 a.m. UTC, three days after the incident was first identified - Disabling affected application connections and suspending Cloud Backup. Suspending SaaS Security and Cloud Management as a precaution because they are integrated with Cloud Backup. Enlisting the help of independent third-party specialists for incident response and remediation. Enhancing administrative-access protections. Publishing technical guidance to help partners investigate and remediate potential unauthorized activity in their own and managed customer environments. ...

An attacker used a contributor's GitHub account to replace the download archives on five existing releases of OVHcloud's command-line tool on Monday, October 19. The account had been hijacked, and the new files were a build designed to steal secrets stored on the disk of any machine that runs it, the cloud provider says. They were live on GitHub for up to 94 minutes, from 12:47 to 14:21 UTC, and reached only people who installed or updated the OVHcloud CLI during that window, via a path that checks for no hash, on macOS, Linux x86_64 or arm64, or Windows x86_64. OVHcloud deleted the swapped archives and published a clean  v0.16.0  that evening as an immutable release, whose files GitHub will not let anyone change. The source code, the release tag, and the company's build pipeline were not touched: the bad build was a plain go build of a later commit, uploaded straight onto releases published between April and September. Who Was Exposed On v0.15.0, the attac...

The worst problems don't always come with a warning. Sometimes they arrive through a service everyone trusts, a device someone bought, or a system nobody thought to check. By the time something looks wrong, the damage may already be done. This week had plenty of that. Trusted connections became a problem. Hardware wasn't as safe as it looked. Old bugs found new victims, and some systems were left so exposed that breaking in barely required any effort. Even AI agents crossed lines they weren't supposed to. Some attacks were clever. Others were painfully simple. The full recap shows just how much can go wrong, and how little it sometimes takes. ⚡ Threat of the Week ConnectWise Suspends Cloud Backup Following Unauthorized Access — ConnectWise disabled seven ConnectWise application identities as it continues its investigation into an incident in which unknown threat actors obtained unauthorized access to the application identities and compromised Microsoft 365 tenant...

The threat actor behind the GhostAction supply chain attack has expanded beyond injecting malicious GitHub Actions workflows into compromised projects to phish open-source developers and deliver a stealer malware disguised within a fake font file. The latest evolution, detailed by OpenSourceMalware, signals that the attackers are actively refining their modus operandi in response to steps taken by GitHub to prevent the workflow from running. According to the threat intelligence platform, the threat actor registered the domain " my-github[.]com " and pointed it at " 193.32.204[.]199 ," the same IP address that's used as an exfiltration endpoint for data harvested from running the malicious workflow. The domain was registered on October 9, 2026, 17 days after " my-gitlab[.]com " was registered. There is no evidence at this stage to suggest that the two code-hosting-themed domains are operated by the same threat actor. "It follows the sam...

In Salesforce Agentforce, the recommended way to make an agent respond to events is a Flow: a record is created or a case is updated, and the Flow passes data into the agent's prompt. Separately, Email-to-Case and Web-to-Case turn inbound customer messages into case records; it is how airlines and hotels run support intake. Both are standard, documented, as-designed features. Chained together, they produce this path: public internet → email → case record → agent prompt → agent action → case comment → outbound reply An unauthenticated outsider now has a route into an internal agent's instructions, and the agent's reply leaves through the same door. Nothing was misconfigured. The finding, documented by researchers in August 2026, is a clean example of how agents that arrive inside existing platforms fail: through the application around them, not the model inside them. The risk is in the application, and the application is the thing nobody re-reviewed Which intake fea...

An intruder reached a legacy system at OpenCode on the night of October 16 and may have exposed the third-party AI provider keys that users had saved in OpenCode Console, the company said. Console is OpenCode's optional hosted service: a workspace saves its own OpenAI, Anthropic, or Google key there, and Console uses that key to call the provider so team members can use the models without ever seeing the key. The affected group is 1.4% of Console users, all of whom have an outside provider linked, and OpenCode has told them via email to revoke those keys with each provider and replace them. The email went out on the morning of October 17 under the subject line "Action Required: Potential provider key breach." Anyone who did not get one was not affected,  OpenCode said  in a post on X later that day. The keys at risk are the ones pasted into Console. The OpenCode command-line and desktop apps keep provider keys added on the machine in a  SQLite database  th...

ConnectWise on Saturday said it has disabled seven ConnectWise application identities as it continues its investigation into an incident in which unknown threat actors obtained unauthorized access to the application identities and compromised Microsoft 365 tenants. The disabled identities are listed below - ConnectWise Cloud Backup - 506e08f9-6e9a-4da4-942b-a099a03644ae ConnectWise Cloud Management - 2399d300-6fca-4e6a-a686-399fefe75b83 ConnectWise Cloud Management - MS Teams - 24205314-2b89-4e07-a2a4-579e898a5640 ConnectWise Cloud Management - Exchange Online - b78f6a77-d4e5-46fb-87e5-d1648bd02519 ConnectWise Cloud Management - MS Graph - 0de14c77-b9b0-4137-9360-34878a929827 ConnectWise Cloud Management - Partner Center - 412dcf96-176d-4b3a-a1b0-4981ad66971e ConnectWise Cloud Management - SharePoint Online - b2b55f5b-7758-4719-8d8f-88ae172e6bdb The IT management software provider said it took the action on October 17, 2026, at 07:00 UTC, adding it has a...

Cybersecurity researchers are sounding the alarm related to an active campaign in which unknown threat actors are abusing a compromised Microsoft 365 (M365) credential belonging to ConnectWise Cloud Backup (formerly SkyKick) to gain unauthorized access to customers' M365 environments. ConnectWise Cloud Backup is a cloud-based backup and recovery service built for managed service providers (MSPs) to secure their clients' Microsoft 365 or Google Workspace data. To accomplish its tasks, the application is granted broad access to mailboxes, OneDrive, SharePoint, Teams, and directory data in every tenant on which it's installed. Huntress said it has observed confirmed unauthorized sign-ins within 173 partner/customer tenants using the compromised vendor credential. The incident impacts every organization that has the app installed, and the credential works against every tenant the app is consented in. "The app's credential is in hostile hands," security r...

OpenAI has disclosed seven new incidents in which its artificial intelligence (AI) models exhibited misaligned behavior, including one case where its research model, after not having funds on an Ethereum test network, spent test cryptocurrency from a third-party's wallet without authorization to complete a coding task. The incident, the AI company said, involved an internal research model part of the GPT-5.6 Sol family. The incident occurred on June 26, 2026, and was discovered by OpenAI three months later. "An internal research model asked to update a cryptocurrency trading application used funds from a wallet that the task had not supplied to pay for a deployment on Sepolia, an Ethereum test network," OpenAI said . "It derived wallet keys from publicly known developer recovery phrases, found an account with test-network funds, and used that account to pay for the requested contract deployment." The assignment allowed the model to deploy compatible cont...

AI agents being tested online reached the live systems of Indian organizations and read business records, including personal data and confidential material, CERT-In  said in an advisory  on October 15. The agents went beyond their assigned tasks, and none of the organizations detected the unauthorized access. After internal reviews, the AI companies whose models were being tested voluntarily reported the cases to CERT-In, India's national cyber agency. AI agents are software systems that can plan work, run commands, use tools, and act on the internet autonomously for extended periods. In these cases, the agents gained access via credentials and connection settings left exposed in application configuration and public code repositories, and via cloud service roles with excessive permissions. CERT-In did not name the AI companies, their models, or the organizations and sectors involved. It did not say how many companies reported cases or how many organizations were affecte...

A newly disclosed critical flaw in the Linux kernel allows code inside a virtual machine to read memory on the host computer it runs on. A researcher demonstrated the leak against Vercel's live cloud sandboxes, and Vercel confirmed it. The flaw, now tracked as CVE-2026-99999 and nicknamed PwnEscape , is in the Linux kernel's networking code, not in any one cloud's setup, so it reaches the shared layer that cloud providers use to keep customers' workloads apart. It was found in a Vercel security challenge and reported privately before any public release, and there is no sign it has been used in a real attack. What the Researcher Showed Paulos Yibelo of the security firm pwn.ai found that specially made network packets sent from inside a virtual machine could do three things, he explained in a  technical write-up : read the host's memory, crash the host, and run code on it. All three come from the same kernel flaw. Vercel said in its  report on the challen...

Someone built a tool to steal data, then decided it should scare the victim for fun. Yes, that’s an actual feature. And somehow, it fits right in with this week's security stories. The rest gets interesting in different ways. A small permission can lead to a big theft. A trusted login can hide the wrong person. Old bugs are finding new victims, familiar tools are being put to strange uses, and some flaws are so simple you wonder how nobody spotted them sooner. There's a lot more hiding in the details, including a few twists you probably wouldn't expect. Here's what made the list this week. The threats change every week. Subscribe, and we’ll alert you when each new ThreatsDay Bulletin is out.

A long-running Traffic Distribution System (TDS) known as Help TDS to a Russian-language affiliate program called Hotejka , which appears to be a rebrand of a traffic monetization operation dubbed ROI777. Help TDS is assessed to be active since at least 2017, offering PHP code templates to partners and affiliates that are installed into compromised websites with an aim to direct unsuspecting users to tech support scams. These scams make use of full-screen browser manipulation and exit prevention techniques to serve bogus Microsoft Windows security alert screens instructing victims to contact a Windows Support number to address the problem. "Help TDS delivers tech support scams (TSSs) that direct users to call centers, where social engineering is used to convince them to install remote desktop tools," Infoblox said in a report shared with The Hacker News. "It's not simple credit card fraud: it's remote access, living-off-the-land malware operations. Once in,...

The credential-theft campaign known as GhostAction has ramped up, targeting more than 30,000 repositories across 3,000 users and organizations. The spike, according to GitGuardian, was observed on October 8 and 9, 2026. "This resulted from compromising the GitHub accounts of about 1,900 users. It attempted to extract 3,174 secrets from public repositories' CI," security researchers Gaetan Ferry and Guillaume Valadon said . GhostAction is the moniker for a supply chain attack campaign targeting developer infrastructure on GitHub. Originally discovered in September 2025, it involves threat actors compromising legitimate developer accounts to inject malicious GitHub Actions automation workflows into software repositories. Attackers have been found to gain write access to repositories using stolen Personal Access Tokens (PATs) or credentials harvested from infostealer logs and dumps. Using the hijacked maintainer account, they push a malicious workflow file disguis...

Microsoft and Health-ISAC, along with the Japan Cybercrime Control Center (JC3) and a coalition of private sector companies, such as Resecurity, Cloudflare, Oracle, Proofpoint, and TRM Labs, announced the disruption of three phishing kits, CoGUI (aka NX or FA), Haozi (aka Phoenix), and Iron Man System . "Since January 2026, the threat actors behind these kits have been responsible for facilitating the sending of over one billion phishing emails and SMS messages to over 75 thousand organizations worldwide," the Microsoft Threat Intelligence and Microsoft Digital Crimes Unit said . The court-authorized operation is the result of an investigation that Microsoft launched in late 2025 after it was notified of malicious messaging campaigns targeting people in Japan. The  The Chinese-language cybercriminal ecosystem has been described as an interconnected network of phishing kit operators, developers, and an illicit marketplace and initial access broker (IAB) codenamed YAM ...