Xiaogen Zhou
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126
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2026
Seed Hijacking of LLM Sampling and Quantum Random Number Defense
The paper introduces SeedHijack, a backdoor attack that manipulates the pseudorandom number generation process in LLMs to force specific token selections, and proposes a hardware quantum random number generator (QRNG) as a robust defense.
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cs.CRcs.AIcs.LGRecentMay 8, 2026
Seed Hijacking of LLM Sampling and Quantum Random Number Defense
Ziyang You, Xiaoke Yang, Zhanling Fan, Feng Guo +2 more
The paper introduces SeedHijack, a backdoor attack that manipulates the pseudorandom number generation process in LLMs to force specific token selections, and proposes a hardware quantum random number…
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