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Li Xiong | Lattice

Li Xiong

Papers on Lattice

1

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0

Topics

3

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Publication activitypapers/week, last 8 weeks

Research focus

Constitutional AI & AI Ethics (1)Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Ruixuan Liu (1)David Evans (1)

Papers (1)

Apr 20, 2026

Ruixuan Liu +2Apr 20, 2026

Beyond Indistinguishability: Measuring Extraction Risk in LLM APIs

Just because your LLM has differential privacy doesn't mean attackers can't extract sensitive data from it.

Ruixuan Liu, David Evans, Li Xiong

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness