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Kitploit
Kitploit
•added 2026/10/09 1:23 p.m.•15 views

cve-2026-61732-lab

CVE-2026-61732 — Decepticon ChatML role-boundary forgery lab A self-contained, disposable lab that reproduces GHSA-g5f9-3xfg-p9mf / CVE-2026-61732: Decepticon , an autonomous red-team agent, wrapped web-crawl output into LLM messages without neutralizing ChatML special-token literals. On a...

10CVSS6.4AI score0.01221EPSS
SaveExploits1References5
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...

10CVSS6.8AI score0.01221EPSS
SaveExploits1References8Affected Software1
OSV
OSV
•added 2026/10/01 4:38 p.m.•15 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...

10CVSS6.8AI score0.01221EPSS
SaveExploits1References8
PyPA
PyPA
•added 2026/10/01 4:38 p.m.•15 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...

10CVSS6.8AI score0.01221EPSS
SaveExploits1References8Affected Software1
osv-pysec
osv-pysec
•added 2026/10/01 4:38 p.m.•12 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...

10CVSS6.8AI score0.01221EPSS
SaveExploits1References8
Positive Technologies
Positive Technologies
•added 2026/10/01 12:00 a.m.•7 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...

10CVSS6.9AI score0.01221EPSS
SaveExploits1References9
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.•24 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
OSV
OSV
•added 2026/09/24 5:40 p.m.•21 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
Vulnrichment
Vulnrichment
•added 2026/09/24 5:40 p.m.•10 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.•62 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
Mend
Mend
•added 2026/09/24 5:40 p.m.•7 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
EUVD
EUVD
•added 2026/09/24 5:40 p.m.•17 views

EUVD-2026-86329

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
CVE
CVE
•added 2026/09/24 5:40 p.m.•59 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
Positive Technologies
Positive Technologies
•added 2026/09/24 12:00 a.m.•6 views

PT-2026-98193

Name of the Vulnerable Software and Affected Versions Decepticon versions prior to 1.1.17 Description Decepticon fails to neutralize ChatML special-token literals when wrapping web crawl results and other tool outputs into LLM messages. In Bring Your Own Key BYOK deployments using OpenAI-compatib...

10CVSS6.1AI score0.01221EPSS
SaveExploits1References24
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2026/09/24 12:00 a.m.•10 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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