Author

Hwanjo Heo

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Book Open access Sep 2026

GAZEleak: Passcode Inference Against Eye-tracking XR Devices Through External Observation

Mixed-reality headsets such as Apple Vision Pro replace the touchscreen with gaze-as-pointer interaction: the wearer looks at a target and confirms with an air pinch. Because the display is inside the headset and the eye tracker is walled off from third-party software, such input is widely assumed to be unobservable to...

Hwanjo Heo, Junhee Lee, Jinwoo Kim · Proceedings of the 25th Work... · 0 citations

#artificial intelligence Preprint Sep 2026

SCRIPTIOC-BENCH: A Benchmark for Recognizing Actionable Threat Intelligence from Script-Based Malware using LLMs

This work presents SCRIPTIOC-BENCH, a benchmark for measuring static IOC extraction capability on real-world malicious scripts, and evaluates a broad range of proprietary and open-weight LLMs, showing that IOC recovery without execution remains challenging across model scales.

Hanna Kim, Jian Cui, Minkyoo Song et al. · 0 citations