Seed Hijacking of LLM Sampling and Quantum Random Number Defense. - Ziyang You; Xiaoke Yang; Zhanling Fan; Feng Guo; Xiaogen Zhou; Xuxing Lu (CoRR, 2026)

DiffusionHijack: Supply-Chain PRNG Backdoor Attack on Diffusion Models and Quantum Random Number Defense. - Ziyang You; Liling Zheng; Xiaoke Yang; Xuxing Lu (CoRR, 2026)

Blind PRNG Hijacking: An Undetectable Integrity-Preserving Attack Against LLM Watermarking. - Ziyang You; Huilong He; Xiaoke Yang; Xuxing Lu (CoRR, 2026)