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Ben Merbaum

Papers on Lattice

2

Total citations

0

Topics

6

Publication activitypapers/week, last 8 weeks

Research focus

Distributed Systems & Hardware (1)Eval Frameworks & Benchmarks (1)Inference & Quantization (1)Scaling Laws & Emergent Abilities (1)Constitutional AI & AI Ethics (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Charalampos Papamanthou (2)Katerina Sotiraki (2)Mohammad Amin Raeisi (1)Wen-Hao Wang (1)Fan Zhang (1)Youwei Zhong (1)Timos Antonopoulos (1)Ning Luo (1)

Papers (2)

Sep 9, 2026

Ben Merbaum +5Sep 9, 2026·also Affiliation:

Maverick: Private and Verifiable LLM Inference Made Practical via Matrix-Vector Multiplication Delegation

Ben Merbaum, Mohammad Amin Raeisi, Wen-Hao Wang +3

Distributed Systems & Hardware Eval Frameworks & Benchmarks Inference & Quantization+1

Aug 17, 2026

Affiliation:Aug 17, 2026

Certified but Private: Scalable Zero-Knowledge Proofs for Neural Network Guarantees

PANDA can verify the robustness of neural networks with millions of parameters in minutes, all while keeping model details private.

Youwei Zhong, Ben Merbaum, Timos Antonopoulos +4

Constitutional AI & AI Ethics Red-Teaming & Adversarial Robustness