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Top AI Agents Built to Catch Malicious Code Can Be Tricked Into Running It

Top AI Agents Built to Catch Malicious Code Can Be Tricked Into Running It

Jul 09, 2026 AI Security / Vulnerability
Ask an AI coding agent to scan open-source code for security holes, and it might run the attacker's code on your own machine instead. That is the finding in a  proof-of-concept published Wednesday by the AI Now Institute, an attack it calls " Friendly Fire. " It works against Anthropic's Claude Code and OpenAI's Codex when either is running in an autonomous mode that approves its own commands. It hijacks the exact job these tools are sold for: checking untrusted third-party code for problems. Instead of catching the threat, the agent becomes the way in. Researchers Boyan Milanov and Heidy Khlaaf tested two setups, each a stock install with the autonomous mode switched on: Claude Code (CLI 2.1.116, 2.1.196, 2.1.198, 2.1.199) on Claude Sonnet 4.6, Sonnet 5, or Opus 4.8 OpenAI Codex (CLI 0.142.4) on GPT-5.5 Claude Code's "auto-mode" and Codex's "auto-review" use a classifier to run commands the agent judges safe, pausing ...
GhostApproval Symlink Flaws Could Let Malicious Repos Run Code in AI Coding Agents

GhostApproval Symlink Flaws Could Let Malicious Repos Run Code in AI Coding Agents

Jul 09, 2026 AI Security / Vulnerability
Researchers at  Wiz  found that a flaw in six popular AI coding assistants lets a booby-trapped code project quietly take control of a developer's computer. The assistant asks permission to edit one harmless-looking file, but the write lands on a sensitive one instead. The affected tools are Amazon Q Developer, Anthropic's Claude Code, Augment, Cursor, Google Antigravity, and Windsurf. Wiz calls the pattern GhostApproval and published it on July 8. Three of the six have shipped fixes, two have not, and Anthropic disputes that it is a bug. The most exposed are the tools that change files before you can weigh in. How the attack works The attack abuses an old Unix feature called a symbolic link , or symlink , that the assistants fail to check. A symlink quietly points to another file elsewhere on disk, so writing to it actually writes to the target. Wiz built a malicious repository with a symlink named project_settings.json that really points to the victim's ...
Fake 7-Zip Installers Turn Devices Into Residential Proxy Nodes

Fake 7-Zip Installers Turn Devices Into Residential Proxy Nodes

Jul 09, 2026 Malware / Threat Intelligence
Cybersecurity researchers have disclosed details of a new threat actor dubbed Lurking Lizard that has been operating an end-to-end malicious residential proxy business using an infrastructure comprising more than 230 lookalike domains. The activity dates back to at least August 2022, according to DNS threat intelligence firm Infoblox. One such campaign, observed earlier this year, involved the actor luring victims with a trojanized 7-Zip installer hosted on a domain named "7zip[.]com," covertly recruiting compromised devices as proxy nodes. Lurking Lizard is also known to impersonate major proxy providers, including IPIDEA , SmartProxy (now Decodo), IP Royal, and 911Proxy, not to mention going to the extent of running fake "independent" review sites to drive traffic to its own scam storefronts. Interestingly, IPIDEA's infrastructure was dismantled by Google in an operation earlier this January.
cyber security

Shadow AI Agents Are Multiplying. Here's How to Find and Secure Them

websiteNudge SecuritySaaS Security / AI Security
Learn how eight common discovery approaches work, what they find, and what they don’t.
cyber security

Gartner: 70% of SOCs Will Pilot AI Agents. Only 15% Will See Results

websiteProphet SecurityAI SOC / Cybersecurity
Here are Gartner’s key questions to ask when pressure-testing AI SOC vendors in production.
AI Coding Agents Found Triggering Endpoint Security Rules Built to Catch Attackers

AI Coding Agents Found Triggering Endpoint Security Rules Built to Catch Attackers

Jul 08, 2026 AI Security / Threat Detection
Sophos looked at a week of its own endpoint data and found that AI coding agents such as Claude Code, Cursor, and OpenAI Codex are setting off detection rules written to catch human intruders. The agents are not malicious. They just do a lot of things that, to a behavioral engine, look exactly like an attack. Decrypting browser credentials, listing what sits in Windows' credential store, pulling files down with built-in system tools, writing to the startup folder: these have long been high-signal to defenders. What has changed is who is generating it. On the machines Sophos watched, it was often a developer's AI assistant going about ordinary work. What set the alarms off The  analysis  draws on seven days of telemetry from June 2026, taken from Sophos's behavioral engine on Windows and counted by unique machines, not raw event volume. It is a narrow window on one vendor's fleet, not an industry census. Sophos's charts put credential access at 56.2 perc...
New HalluSquatting Attack Could Trick AI Coding Assistants Into Installing Botnet Malware

New HalluSquatting Attack Could Trick AI Coding Assistants Into Installing Botnet Malware

Jul 08, 2026 AI Security / Botnet
AI coding assistants have a habit of making things up. Ask one to fetch a popular tool, and it will sometimes hand back a real-sounding name for a project that does not exist. New research, which its authors call  HalluSquatting , turns that habit into an attack: work out the fake names an AI reliably invents, register them first, and wait for the assistant to fetch your trap on a user's behalf. Anyone whose AI assistant can fetch an outside resource and then run commands with little human review is exposed. In tests, that path led the assistant to run attacker-supplied code on the machine. Repeat it with a popular enough resource, and one planted name can reach many machines, which is why the researchers frame it as a way to assemble a botnet. How it works The attack chains two AI quirks. The first is a  hallucination : an AI making something up and presenting it as real. The second is a  prompt injection : a booby-trapped instruction that hijacks the AI, so i...
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