arXiv AI By Yoshinari Fujinuma, Varun Gangal, Traian Rebedea, Makesh Narasimhan Sreedhar, Prasoon Varshney, Rebecca Qian, Anand Kannappan

Defenses & Enablers For Skill Injection Attacks on Terminal Based Agents

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arXiv:2606. 01567v1 Announce Type: cross Abstract: Large language model (LLM) agents increasingly rely on reusable skills i.

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arXiv AI
Jun 12

PI-Hunter: Automated Red-Teaming for Exposing and Localizing Prompt Injections

arXiv:2606. 12737v1 Announce Type: cross Abstract: Large Language Models (LLMs) are rapidly evolving into agentic systems that interact with external tools and environments, introducing new security risks such as indirect prompt injection attacks through untrusted external sources.

By Pengfei He, Lesly Miculicich, Vishesh Sharma, Ash Fox, George Lee, Jiliang Tang, Tomas Pfister, Long T. Le