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Md. Jueal Mia

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#artificial intelligence Preprint Sep 2026

SoK: Rethinking Jailbreaking in the Era of Agentic AI: Attacks, Defenses, and Practical Consideration

A Systematization of Knowledge (SoK) that reframes jailbreak security around the full agentic execution pipeline, and develops unified taxonomies of attacks and defenses spanning user interaction, planning and reasoning, memory, tool use, and inter-agent communication, introduces a security--utility--efficiency evaluat...

Md. Jueal Mia, Yanzhao Wu, S. Uluagac et al. · 0 citations

Preprint Aug 2026

Don't Overthink, Don't Underthink: Toward Adaptive Reasoning in Agentic AI

It is argued that a major challenge for next-generation agentic AI is not merely how much reasoning a language model should perform, but how it should allocate reasoning according to evolving task demands, to motivate future research on adaptive reasoning mechanisms for agentic AI.

Md. Jueal Mia, M. Amini · 0 citations