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Github Security Blog
Github Security Blog
•added 2026/09/24 7:17 p.m.•27 views

Decepticon: Role-boundary forgery via ChatML special-token literals in web crawl output composed into LLM context

Summary Decepticon wraps web crawl results — the output of agent reconnaissance against target services — into LLM messages without neutralizing ChatML special-token literals. Under the BYOK Bring Your Own Key deployment model, users configure their own LLM credentials to any OpenAI-compatible...

10CVSS6.8AI score0.01221EPSS
SaveExploits1References6Affected Software3
NVD
NVD
•added 2026/09/24 6:17 p.m.•25 views

CVE-2026-61732

Decepticon is an autonomous hacking agent for red teams. Versions prior to 1.1.17 wrap web crawl results — the output of agent reconnaissance against target services — into LLM messages without neutralizing ChatML special-token literals. Under the BYOK Bring Your Own Key deployment model, users...

10CVSS0.01221EPSS
SaveExploits1References2
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