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Sang-Chul Kim

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Open access 2026

A Prototype-Level Study of Jamming-Aware Route-to-Edge Tradeoffs in FANETs

JCAR-EC, a prototype-level analytical model that jointly scores path quality and edge-processing state, and Robust-JCAR, a revised variant that adds hidden-risk sampling and success-tolerance filtering at the decision stage are presented.

Yu-Jie Li, Sang-Chul Kim · 0 citations
#artificial intelligence Open access Sep 2026

PIDS-Bench: Evaluating Prompt-Injection Detectors Under Over-Defense, Obfuscation, and Distribution Shift

PIDS-Bench is presented, a frozen multi-axis benchmark that jointly evaluates attack detection and benign false-positive behavior at fixed thresholds, spanning in-distribution inputs, hard-benign prompts that mimic injection structure without malicious intent, obfuscated attacks, and domain and structural distribution...

Yusuf Khalid Shire, Sang-Chul Kim · 1 citation

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