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Zelin Zhang

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Preprint Oct 2026

WaveMark: Robust Wavelet-Domain Image Watermarking for Diffusion Models

WaveMark is a novel wavelet-domain watermarking method that embeds messages in a diffusion model's initial noise to support robust recovery from perturbed carriers, and distributes keyed replicas of message bits across spatial positions, wavelet orientations, and scales.

Jie Cao, Qi Li, Chaklam Cheong et al. · 0 citations
Preprint Aug 2026

LoginTrap: Uncovering Task-Agnostic Phishing-Style Indirect Prompt Injection Attacks against LLM-based Web Agents

LLM-based web agents automate user tasks by observing webpages and executing browser actions on behalf of users. As these agents operate on real web services, login becomes a sensitive authentication boundary because it involves credentials and sensitive information. Existing work shows that malicious webpage content c...

Longtao Guo, Zelin Zhang, Kaifeng Huang et al. · 0 citations

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