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CODING-AGENTS

Coding-Agents

4 reports
All LLM Security Agentic AI Industry News Research Supply Chain Prompt Injection First Look: Security Regulatory Jailbreaks Adversarial ML Model Theft Data Poisoning AI Security Tools Security Operations
Ghostcommit PoC Embeds Prompt Injection in PNG to Steal Repo Secrets

Ghostcommit PoC Embeds Prompt Injection in PNG to Steal Repo Secrets

FIRST LOOK ATLAS OWASP CRITICAL Active exploitation · Immediate action required ▲ 9.2 BleepingComputer

Researchers from UMKC's ASSET Research Group have published a proof-of-concept attack called Ghostcommit that hides malicious prompt injection instructions inside PNG image files referenced by AGENTS.md convention files, causing AI coding agents to silently exfiltrate repository secrets. The technique exploits a blind spot shared by multiple AI code review tools — including CodeRabbit and Bugbot — which exclude or ignore binary image files from analysis, allowing the payload to survive review undetected. Defenders operating AI-assisted development pipelines must treat image files in agentic context paths as a new, uncontrolled input surface and reassess trust boundaries around automatically-ingested project convention files.

Claude Code Prompt Injection via GitHub Supply Chain

Claude Code Prompt Injection via GitHub Supply Chain

ATLAS OWASP HIGH Significant risk · Prioritise patching ▲ 9.1 BleepingComputer

Mozilla 0DIN researchers demonstrated a novel attack chain in which a seemingly clean GitHub repository tricks AI coding agents like Claude Code into executing a reverse shell payload — with no malicious code ever present in the repo itself. The attack leverages three innocuous components: a Python package that deliberately errors on first run, an error message that instructs the agent to run an init command, and a shell script that fetches and executes a payload stored in an attacker-controlled DNS TXT record. The technique exploits the autonomous error-recovery behaviour of agentic AI tools, effectively turning a safety feature into an attack vector.

Adversa AI: 89% of AI Agents Fail Security Tests

Adversa AI: 89% of AI Agents Fail Security Tests

ATLAS OWASP HIGH Significant risk · Prioritise patching ▲ 8.2 SecurityWeek

Adversa AI's AI Risk Quadrant report evaluated 100 AI agents across ten categories, finding that only 11 qualify as both capable and well-defended. The research identifies a structural 'power-protection inversion' where the most capable agents also present the widest attack surface, driven by a 'lethal trifecta' of private data access, exposure to untrusted content, and outbound action capability. Computer and coding agents showed the most severe exposure, raising urgent concerns about autonomous agent deployment in enterprise environments.

SQLite Blocks AI-Generated Code Contributions

SQLite Blocks AI-Generated Code Contributions

ATLAS OWASP MEDIUM Moderate risk · Monitor closely ▲ 6.2 Simon Willison

SQLite has formally prohibited agentic code contributions and strengthened its policy language, reflecting growing concern over AI-generated submissions overwhelming open source maintainers. The project was forced to create a separate bug forum after being flooded with AI-generated reports of inconsistent quality. This represents an emerging operational security challenge for critical infrastructure software projects targeted by autonomous AI coding agents.

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