Author

Bang-Shuo Zhu

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Preprint Aug 2026

KeyBound: Keyed and Host-Bound Learned Audio Watermarking for Speech Provenance

KeyBound is presented, a learned audio watermark that restores the two ingredients classical watermarking supplied and learned schemes set aside, a secret key and a host-aware carrier, so the key governs payload access while the host-conditioned carrier resists direct transplantation.

Bang-Shuo Zhu, Yu-Xin Cao, Wei-Fei Jin et al. · 0 citations

Preprint Sep 2026

Do Input-Level Defenses Transfer to Observation-Level Attacks on VideoLLMs?

Video Large Language Models (VideoLLMs) are increasingly deployed in safety-critical applications such as content moderation and video analytics. To process long videos efficiently, VideoLLMs rely on frame sampling, token compression, and modality fusion, which together form an observation pipeline that reduces the raw...

Bang-Shuo Zhu, Wei Song, Yu-Xin Cao et al. · 0 citations