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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jiarun Dai

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#artificial intelligence Preprint Sep 2026

MATE: Policy-Aware Security Auditing for Mobile Agents via Synthesis-Driven Trajectory Learning

Mobile agents powered by foundation models now automate complex, multi-step workflows on real devices, but their trajectories can violate app-specific security policies. Existing trajectory-level defenses rely on LLM prompting or rigid rules, and thus fail to support fine-grained, natural-language policies that general...

Chang-Yue Jiang, Jia-Yi Wang, Xin Wen et al. · 1 citation
Jul 2026

ExplorIt: Simulation-based Fuzzing for Autonomous Driving Systems via Multi-Agent Interaction Modeling

ExplorIt, a simulation-based ADS fuzzer enhanced with systematic formalization of interaction behaviors, formalizes the runtime EGO-to-NPC interactions through drivable area estimation and can then deterministically mutate scenarios to curate more critical interactions by making EGO and NPC head for shared drivable are...

Bufan Gao, Zong-An Huang, Jiarun Dai et al. · 0 citations

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