most citedDefending against Adversarial Malware Attacks on ML-based Android Malware Detection Systems

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cs.SE2026

StateWise: Diagnosing and Repairing Persistent Operational State Before Agent Actions

Yongyuan Peng, Zhou Feng, Tongying Wu +5

LLM agents combine reasoning, tool use, and persistent memory to support work across tasks by reusing stored operational records as premises for later actions. However, environment…