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Shao-Cheng Luo

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#artificial intelligence Preprint Sep 2026

TACTIC: Temporal and Context-Aware LLM Tactical Planning for Roadside LiDAR Attacks

Physical LiDAR attacks are often evaluated using fixed primitives and manually selected parameters, despite their strong dependence on surrounding traffic. We present TACTIC, a scene-aware framework that uses a multimodal large language model (MLLM) to coordinate state-adaptive roadside LiDAR attacks. Under a gray-box...

Yi-Ming Gao, Shao-Cheng Luo · 0 citations

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