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Paper 003·Agent Security·March 2026

LAAF: Logic-layer Automated Attack Framework — A Systematic Red-Teaming Methodology for LPCI Vulnerabilities in Agentic Large Language Model Systems

H. Atta, K. Huang, K. R. Lambros, Y. Mehmood, M. Z. Baig, M. A. Rahman, M. Bhatt, et al.

↗ Open paper

Abstract

Introduces an automated framework for testing logic-layer prompt-control injection across persistent memory, retrieval pipelines, tools, and multi-stage agent lifecycles.

Research record

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