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Unpatched Tailscale SSH Flaws Could Let a Hacked Device Reach Root on Other Servers

Unpatched Tailscale SSH Flaws Could Let a Hacked Device Reach Root on Other Servers

Oct 25, 2026 Vulnerability / Network Security
A single hacked device on a Tailscale network can be used to gain root access to other servers it can reach, according to a security researcher who published the findings this week. The attack requires two things: Tailscale SSH set up to allow port forwarding, and an attacker who already controls one device that the network's access rules permit to connect to the target. The findings were published on October 25 in a report called  Tailworm  by Erica Windisch of Cyberdione Labs. Windisch tested Tailscale version 1.104.2 and headscale version 0.29.5, the self-hosted server some networks use to run Tailscale instead of the company's hosted service, over three days in a lab. The report describes tests on that software, not attacks against real networks. As of publication, Tailscale had issued no  security bulletin , no CVE identifier, and no fixed version. Tailscale has responded in public. Mike Shaver, the company's vice president of engineering,  wrote on Red...
PHP2Shell Exploitation Hits Government Entity Amid Global Scanning and Signs of AI-Assisted Hacking

PHP2Shell Exploitation Hits Government Entity Amid Global Scanning and Signs of AI-Assisted Hacking

Oct 25, 2026 Vulnerability / Artificial Intelligence
Threat actors have been observed using agentic artificial intelligence (AI) platforms for post-exploitation activity following the abuse of the PHP2Shell vulnerabilities tracked as CVE-2026-109618 and CVE-2026-109619. "In one case, the attackers targeted a government entity in Europe and within two hours of the initial exploitation they had successfully accessed password hashes and multi-factor authentication secrets," Palo Alto Networks Unit 42 said . "They also established an NT LAN Manager (NTLM)-relay tunnel into Active Directory and attempted Domain Admin privilege escalation." The network security company said it also observed the unknown attacker enumerating the compromised endpoint, with commands and behavioral markers suggesting the work of an agentic attacker. These include commands to facilitate - Reconnaissance of the authentication database with stolen credentials, targeting password hashes and two-factor authentication (2FA) secrets. Active...
OpenAI AI Agents Demonstrate VM Escapes and Secret Cross-Sandbox Communication

OpenAI AI Agents Demonstrate VM Escapes and Secret Cross-Sandbox Communication

Oct 25, 2026 Artificial Intelligence / Cybersecurity
OpenAI has announced plans to conduct frontier model training with no live internet access, as it resumes reinforcement learning (RL) training and internal inference of its most advanced AI models. "Based on the current state of alignment research, monitoring systems, and the security of internet infrastructure, we believe the responsible approach is to conduct frontier model training with no internet access," the artificial intelligence (AI) company said . "We've implemented this policy and will maintain it until advances in these safeguards justify broader internet access." OpenAI said models' growing capabilities can have the side effect of them getting much better at devising ways around environmental restrictions to escape containment and perform unintended actions. This can involve the model exploiting a software flaw or misconfiguration to reach the live internet, or finding unauthorized ways to communicate with agents in other sandboxes. Late ...
cyber security

What the FBI Wants From Private-Sector Defenders, Straight From the Source

websiteSANSCyber Defense
Hear the FBI's Brett Leatherman with SANS CEO James Lyne 12/15 at SANS CDI 2026, a week of hands-on training.
Brotli Decoder Flaw Behind Node.js RCE Also Affects Bun, Python and Other Widely Used Software

Brotli Decoder Flaw Behind Node.js RCE Also Affects Bun, Python and Other Widely Used Software

Oct 24, 2026 Vulnerability / Web Security
A memory-corruption flaw in Google's Brotli decoder sits in many programs that unpack Brotli-compressed data, among them Bun, the Python Brotli and brotlicffi packages, and Envoy proxies set up to decompress Brotli. Tracked as  CVE-2026-111497 , the flaw allows crafted compressed data to overwrite past the end of a buffer and corrupt a program's memory, potentially causing a crash, a memory leak, or the execution of attacker-controlled code. Imperva researchers have shown that code can run on one unpatched Node.js build . The same has not been demonstrated on the other software, and no real-world attacks have been reported. The flaw was  first disclosed on October 21 , when Node.js and Google shipped fixes, and more have followed product by product since. Because the bug is in Google's decoder and each program ships its own copy of it, every one has to update that copy on its own. Brotli is a compression format from Google, used across the web to ...
Leaked LiteLLM Master Key Let Attackers Steal GitHub Tokens and Hijack Release Pipeline

Leaked LiteLLM Master Key Let Attackers Steal GitHub Tokens and Hijack Release Pipeline

Oct 24, 2026 Artificial Intelligence / Data Breach
LiteLLM on Friday revealed that an Agent Platform master key accidentally published to a public GitHub repository in late May 2026 ultimately allowed the threat actor to push a malicious version of the popular Python package. "On May 27, 2026, a configuration file was committed to the public LiteLLM-Labs/lite-harness repository which inadvertently contained the master key to a deployment of the LiteLLM Agent Platform, an open source tool we use for orchestrating agents," LiteLLM's Oliver Jensen and Mateo Wang said . "The error was quickly identified, the commit force-pushed over, and we identified the exposed keys as requiring revocation. However, key revocation did not occur for the master key." LiteLLM said the unknown attacker (operating from "69.48.229[.]143") used this unrevoked key on October 10, 2026, to gain access to the Agent Platform and extracted a GitHub CLI OAuth token the service was configured with to allow self-hosted cloud a...
cyber security

Gartner® Hype Cycle™ for CPS Security, 2026

websiteSygniaCPS Security
Prioritize cyber-physical systems security amid rising threats, regulations, vulnerabilities and emerging technologies.
Google Says Gmail and Photos Data Shared With AI Search Could Be Used for Targeted Ads

Google Says Gmail and Photos Data Shared With AI Search Could Be Used for Targeted Ads

Oct 24, 2026 Privacy / Artificial Intelligence
Google has updated its privacy policy to spell out that using personalized artificial intelligence (AI) features in Search or Gemini could allow the company to serve targeted ads to users based on their activity on other connected Google services. "You may choose to allow certain Google services, including services like Search or Gemini Apps, to access data from other Google services you use, such as Google Photos and Workspace apps like Gmail and Drive, in order to provide you with a more personalized experience, subject to the policies and settings of the accessing service," reads a policy update effective October 16, 2026. "For example, Search may process some of the data that you allow Search to access to personalize content, including ads." Google also notes in its revised policy that "We don't show you personalized ads based on your content from Drive, Gmail, or Google Photos, unless you choose to make data from these services available to ...
Researchers Push Over 2 Million Updates to Remotely Disable Popcorn Time Updater That Could Fuel a Botnet

Researchers Push Over 2 Million Updates to Remotely Disable Popcorn Time Updater That Could Fuel a Botnet

Oct 24, 2026 Vulnerability / Endpoint Security
Between November 2025 and March 2026, the Dutch security firm Eye Security pushed more than 2 million updates to computers it did not own to switch off a background updater that it said could have allowed an outsider to take over the machine. The updater belongs to Time4Popcorn , an abandoned copy of Popcorn Time, a free app that streamed pirated films and TV over BitTorrent. Popcorn Time was popular about a decade ago, and the original shut down in 2014, but several copies kept running under the same name. A separate, legal project that took the Popcorn Time name in early 2025 is unrelated to it. Eye Security, which monitors client networks for threats, found the updater during a routine threat hunt: a program called Updater.exe on one client's laptop kept trying to reach a web address that was no longer registered. The firm registered the address itself to see what would connect, and about 50 requests a second poured in. It later laid out the operation, which it named ...
CISA Flags Two Actively Exploited Critical Flaws in Collabora Online and Arista VeloCloud

CISA Flags Two Actively Exploited Critical Flaws in Collabora Online and Arista VeloCloud

Oct 24, 2026 Vulnerability / Network Security
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) on Friday added two vulnerabilities impacting Collabora Online Built-in CODE Server and Arista VeloCloud Orchestrator (VCO) to its Known Exploited Vulnerabilities ( KEV ), citing reports of active exploitation in the wild. The critical-severity vulnerabilities are listed below - CVE-2026-110447 (CVSS score: 9.2) - An operating system command injection vulnerability in Collabora Online – Built-in CODE Server (aka richdocumentscode) when used within the NextCloud platform that could allow remote code execution via "proxy.php" when the CODE local document server isn't running. (Fixed in September 2026 in version 26.4.303) CVE-2026-114625 (CVSS score: 9.9) - An SQL injection vulnerability in on-premise versions of Arista VeloCloud Orchestrator that could allow a remote attacker to access privileged internal functionality. (Fixed in October 2026  in versions 5.2.3.18, 6.1.3.10, and 6.4.2.12) As r...
BlackX UEFI Bootkit Bypasses Secure Boot on Patched Windows Systems Missing Revocations

BlackX UEFI Bootkit Bypasses Secure Boot on Patched Windows Systems Missing Revocations

Oct 23, 2026 Malware / Cyber Espionage
Diplomatic organizations in Central Asia have been targeted by a sophisticated new Unified Extensible Firmware Interface (UEFI) bootkit called BlackX . The activity, which singled out diplomatic entities in Tajikistan, Uzbekistan, and Turkmenistan in early 2026, is suspected to be orchestrated by a China-linked state-sponsored hacking group known as APT41 , Kaspersky said in a technical report published this week. The primary objective behind deploying the malware is to undermine Microsoft Windows startup defenses, along with third-party security solutions, while maintaining long-term, covert access to compromised devices. Notably, BlackX is assessed to be an updated version of BlackLotus , a notorious bootkit that was first observed being advertised on cybercrime forums in late 2022, before its existence was officially confirmed by ESET in March 2023. BlackLotus is designed to exploit a now-patched Secure Boot bypass vulnerability tracked as CVE-2022-21894 (CVSS score: 4.4...
Ruby Fixes Three Regex Engine Bugs Responsible for Four Critical GitLab RCE Flaws

Ruby Fixes Three Regex Engine Bugs Responsible for Four Critical GitLab RCE Flaws

Oct 23, 2026 Vulnerability / Software Security
Ruby has released versions 4.0.9, 3.4.12, and 3.3.13 to fix three bugs in Onigmo, the regular expression engine built into the language. The bugs lie behind four critical security flaws that GitLab patched over the past month. GitLab found that a specially crafted pattern could corrupt memory while Ruby compiles it, potentially leading to code execution on its own servers. Ruby says any application that builds a regular expression from text an attacker controls is affected, not just GitLab. Which Applications Are Affected In  its advisory , Ruby said an application is affected only if it compiles a regular expression from a string an attacker controls. That happens when a program passes such a string to Regexp.new, Regexp.union or Regexp.compile, or places it inside a pattern through interpolation, as in /#{input}/. Applications that only use regular expressions written by their own developers are not affected. Ruby fixed the bugs in 4.0.9, 3.4.12, and 3.3.13. The...
Exposed Infrastructure Reveals How Ransomware Affiliates Used AI Agents to Execute Intrusions

Exposed Infrastructure Reveals How Ransomware Affiliates Used AI Agents to Execute Intrusions

Oct 23, 2026 Ransomware / Cybercrime
Cybersecurity researchers have discovered an artificial intelligence (AI)-driven intrusion ecosystem run by affiliates of the INC and The Gentlemen ransomware groups. Central to the operation is an "Autonomous Red Team Kill Chain Framework" referred to as Phantom. The threat actor is assessed to be Russian-speaking and functions both as an intrusion and data-extortion operator, as well as an infrastructure provider supporting different partners across the ransomware ecosystem. "The operators exploited edge and remote-access systems at scale, including FortiClient EMS, SimpleHelp, cPanel, and VPN gateways," SOCRadar said . "They used AI-managed knowledge bases to track victims, stolen credentials, and campaign progress." A notable aspect that defines the campaign is its "AI-executed, human-approved operating structure" in which a human operator provides a victim-specific prompt and reviews every step, while the intrusions themselves are e...
Hackers Breach Enterprise Firewalls and VPNs, Exposing Over 70,000 Credentials

Hackers Breach Enterprise Firewalls and VPNs, Exposing Over 70,000 Credentials

Oct 23, 2026 Vulnerability / Cyber Attack
Cybersecurity researchers have disclosed details of a large-scale campaign that has targeted exposed network edge devices such as Fortinet FortiGate and Palo Alto Networks GlobalProtect firewalls. "Artifacts from this investigation also indicate that operators in this campaign have obtained access to numerous organizations worldwide, and have attempted to further compromise some victims, resulting in persistent remote access and data exfiltration," according to a joint investigation published by Group-IB and NyxLab. The widespread exploitation activity has been attributed to a threat actor known as k0t, who also goes by the aliases CryptoFeel, Member19, and QazWsxShop. The cybercriminal actor was first seen in the wild on October 22, 2025. The threat actor is assessed to share connections with ransomware groups such as Qilin and The Gentlemen, likely operating as an initial access broker or an affiliate. Analysis of the threat actor's dark web activity reveals a k...
PHP Warns of Another Unpatched RCE Risk Two Days After Emergency PHP2Shell Patches

PHP Warns of Another Unpatched RCE Risk Two Days After Emergency PHP2Shell Patches

Oct 23, 2026 Vulnerability / Web Security
PHP has warned of another way an attacker could run code on a web server, two days after it shipped emergency fixes for the critical PHP2Shell flaws. The new issue, assigned CVE-2026-115560 , affects only web applications configured in an unusual way, and PHP considers it an unlikely risk. The project is not issuing an emergency fix for it. Instead, it recommends turning off a feature called session upload progress until a fix is available in the next routine release. The warning came in a short  informational advisory  published on October 23. It follows the October 21  emergency release  that fixed two critical PHP2Shell flaws, CVE-2026-109618 and CVE-2026-109619 , which let an attacker without an account run code on a server. Those were patched in PHP 8.5.12, 8.4.27, 8.3.36, and 8.2.35. The new issue is separate and is not fixed by those releases. Only a narrow setup is at risk. PHP says the problem can occur when a web application does all of the followi...
Russia-Linked Hackers Used New Mesh Network Backdoor in Destructive Ukraine Attack

Russia-Linked Hackers Used New Mesh Network Backdoor in Destructive Ukraine Attack

Oct 23, 2026 Malware / Cyber Espionage
The Russian state-sponsored hacking group Sandworm teamed up with another threat actor to carry out a destructive wiping attack targeting a Ukrainian logistics company last year. According to ESET , the attack involved UAC-0099 (aka Earth Sirrush) obtaining initial access to the target on July 16, 2025, via a spear-phishing email bearing a malware-laced attachment that led to the deployment of the MATCHWOK backdoor through a downloader called MATCHBOIL. The activity ultimately concluded with the threat actor handing off access to Sandworm, which then conducted a data-wiping attack on September 17, 2025, more than two months after it obtained a foothold. What makes the attack stand out is UAC-0099's use of a previously undocumented backdoor called MythicRatatoskr that communicates with a command-and-control (C2) server hosted inside the Yggdrasil mesh network. The backdoor was deployed a day after MATCHWOK was executed. There are indications that development on the back...
Critical Flaw in Python’s Popular Pillow Image Library Allows Code Execution via a Crafted Image

Critical Flaw in Python’s Popular Pillow Image Library Allows Code Execution via a Crafted Image

Oct 23, 2026 Vulnerability / Web Security
Pillow , the most widely used image library for Python, can be made to run operating system commands on a server by specifying the name of a file it is told to open. The flaw,  CVE-2026-112900 , is in the way Pillow handles EPS images, which it opens by passing the file's name to Ghostscript , a separate program it runs to turn the image into pixels, without checking the name first. Ghostscript can read a name chosen by an attacker as instructions rather than as a file, and point it to a second file that carries commands to run. Pillow's maintainers fixed it in  version 13.0.0 , released on October 16. Pillow turns up almost everywhere Python handles images: web upload forms, avatar and thumbnail tools, document and PDF pipelines, and most machine-learning projects pull it in. OX Security, the firm whose report drew attention to the flaws, estimates the library is downloaded  about 436 million times a month . Version 13.0.0 is a large security release, with fixes...
Researchers Demonstrate Node2Shell RCE Exploit on Node.js Build Using Crafted Brotli Data

Researchers Demonstrate Node2Shell RCE Exploit on Node.js Build Using Crafted Brotli Data

Oct 23, 2026 Vulnerability / Web Security
Malicious Brotli data can make an application on an official build of Node.js run attacker-supplied code, security researchers at Imperva have demonstrated. Their " Node2Shell " proof of concept ran code on the official Node.js 24.22.0 image for Linux arm64, with no debugger or custom build, by feeding crafted data to the bundled Brotli decoder ( CVE-2026-111497 ). Node.js disclosed the flaw and  released fixes on October 21 , and applications that decode untrusted Brotli data should update. Imperva's test did not succeed on every attempt, and code execution took several tries in its Linux arm64 setup. The result covers that one build and application setup, with other architectures and the 22.x and 26.x lines not tested. On the fixed release, 24.22.1, the same data was rejected, and no code ran. The demonstration goes beyond the  first public proof of concept , which achieved code execution only on a deliberately weakened test build. On a standard build, that proo...
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