Alex Yao Alex Yao
Back to news
Cyber Security Published on July 11, 2026

Ghostcommit hides prompt injection in PNG images to steal repo secrets via AI agents

Researchers disclosed Ghostcommit, a supply-chain attack that hides malicious instructions inside a PNG image referenced by an AGENTS.md file.

Text-based AI reviewers skip the image, so the pull request merges cleanly; later, a vision-capable coding agent reads the image, exfiltrates the .env file byte-by-byte, and writes secrets as an integer tuple.

Across 6,480 PRs in the 300 busiest public repos, 73% of merged PRs reached the default branch without substantive review.