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Joseph Gardiner | Lattice

Joseph Gardiner

Affiliation:

Papers on Lattice

1

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0

Topics

3

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1

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

Zhi-Yuan Xu (1)Muhammad Firhard Roslan (1)Sana Belguith (1)Lichao Wu (1)

Papers (1)

Aug 26, 2026

Zhi-Yuan Xu +42d ago·also Affiliation:

NeuronFuzz: Safety Neuron Guided Fuzzing for LLM Safety Evaluation

Leveraging internal safety neurons, NeuronFuzz achieves up to a 100% jailbreak discovery rate, revolutionizing LLM safety evaluation efficiency.

Zhi-Yuan Xu, Muhammad Firhard Roslan, Joseph Gardiner +2

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