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PyPA
PyPA
•added 2026/10/01 4:38 p.m.•18 views

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

SummaryDecepticon 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...

10CVSS6.9AI score0.01221EPSS
SaveExploits1References8Affected Software1
osv_pysec
osv_pysec
•added 2026/10/01 4:38 p.m.•25 views

PYSEC-2026-4032 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...

10CVSS6.9AI score0.01221EPSS
SaveExploits1References8
PyPA
PyPA
•added 2026/10/01 4:38 p.m.•16 views

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

SummaryDecepticon 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...

10CVSS6.9AI score0.01221EPSS
SaveExploits1References8Affected Software1
osv_pysec
osv_pysec
•added 2026/10/01 4:38 p.m.•28 views

PYSEC-2026-4033 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...

10CVSS6.9AI score0.01221EPSS
SaveExploits1References8
Positive Technologies
Positive Technologies
•added 2026/10/01 12:00 a.m.•9 views

PT-2026-105789

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...

10CVSS7AI score0.01221EPSS
SaveExploits1References9
Github Security Blog
Github Security Blog
•added 2026/09/24 7:17 p.m.•29 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...

10CVSS6.9AI score0.01221EPSS
SaveExploits1References6Affected Software3
CVE
CVE
•added 2026/09/24 5:40 p.m.•70 views

CVE-2026-61732

Versions prior to 1.1.17 of Decepticon , an autonomous hacking agent, are vulnerable to a role-boundary forgery because they fail to neutralize ChatML special-token literals when wrapping web crawl results into LLM messages. When using the BYOK deployment model with common providers (such as vLLM...

10CVSS6.2AI score0.01221EPSS
SaveExploits1References2
Mend
Mend
•added 2026/09/24 5:40 p.m.•8 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...

10CVSS6.2AI score0.01221EPSS
SaveExploits1References11
Vulnrichment
Vulnrichment
•added 2026/09/24 5:40 p.m.•11 views

CVE-2026-61732 Decepticon: Role-boundary forgery via ChatML special-token literals in web crawl output composed into LLM context

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...

10CVSS6.2AI score0.01221EPSS
SaveExploits1References2
Cvelist
Cvelist
•added 2026/09/24 5:40 p.m.•64 views

CVE-2026-61732 Decepticon: Role-boundary forgery via ChatML special-token literals in web crawl output composed into LLM context

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
osv_cve
osv_cve
•added 2026/09/24 5:40 p.m.•24 views

CVE-2026-61732 Decepticon: Role-boundary forgery via ChatML special-token literals in web crawl output composed into LLM context

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...

10CVSS6AI score
SaveExploits0References4
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2026/09/24 12:00 a.m.•12 views

CVE-2026-61732: Improper Neutralization of Special Elements in Output Used by a Downstream Component

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...

10CVSS6.2AI score0.01221EPSS
SaveExploits1References2
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