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Home/Authors/Aaditya Pai

Aaditya Pai

1 indexed paper

Recent (6 mo)
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Publications per year

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26

Top categories

Crypto×1AI×1NLP×1

Research Timeline

2026
Blind Spots in the Guard: How Domain-Camouflaged Injection Attacks Evade Detection in Multi-Agent LLM Systems

The paper identifies a critical vulnerability, the Camouflage Detection Gap (CDG), where standard LLM injection detectors fail dramatically when malicious payloads mimic the target domain's language and structure.

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Papers

cs.CRcs.AIcs.CLRecentMay 21, 2026

Blind Spots in the Guard: How Domain-Camouflaged Injection Attacks Evade Detection in Multi-Agent LLM Systems

Aaditya Pai

The paper identifies a critical vulnerability, the Camouflage Detection Gap (CDG), where standard LLM injection detectors fail dramatically when malicious payloads mimic the target domain's language a…

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