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Satyajayant Misra

2 papers indexed

arxivcs.CRcs.AI2026-07-06

When Agents Remember Too Much: Memory Poisoning Attacks on Large Language Model Agents

George Torres, Sharad Shrestha, Satyajayant Misra

Personal AI agents powered by large language models can reason and act using available tools to access emails, manage calendars, and push code to remote repositories, all with minimal oversight. When augmented with long-term memory, an agent can recall specific details relevant t…

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arxivcs.CRcs.AIcs.LG2026-07-01

Generative AI and Federated Learning for Intrusion Detection Systems: A Survey

Jiefei Liu, Abu Saleh Md Tayeen, Pratyay Kumar, Qixu Gong, Wenbin Jiang, Huiping Cao, et al.

Intrusion Detection Systems (IDSs) are essential for monitoring network traffic and identifying malicious activities in modern cyber-physical, Internet of Things (IoT), enterprise, and distributed network environments. However, developing reliable IDS models remains challenging b…

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