Ligero: Lightweight sublinear arguments without a trusted setup

S Ames, C Hazay, Y Ishai… - Proceedings of the 2017 …, 2017 - dl.acm.org
We design and implement a simple zero-knowledge argument protocol for NP whose
communication complexity is proportional to the square-root of the verification circuit size …

Pianist: Scalable zkrollups via fully distributed zero-knowledge proofs

T Liu, T **e, J Zhang, D Song… - 2024 IEEE Symposium …, 2024 - ieeexplore.ieee.org
In the past decade, blockchains have seen various financial and technological innovations,
with cryptocurrencies reaching a market cap of over 1 trillion dollars. However, scalability is …

zkllm: Zero knowledge proofs for large language models

H Sun, J Li, H Zhang - Proceedings of the 2024 on ACM SIGSAC …, 2024 - dl.acm.org
The recent surge in artificial intelligence (AI), characterized by the prominence of large
language models (LLMs), has ushered in fundamental transformations across the globe …

Zero-knowledge proofs of training for deep neural networks

K Abbaszadeh, C Pappas, J Katz… - Proceedings of the 2024 …, 2024 - dl.acm.org
A zero-knowledge proof of training (zkPoT) enables a party to prove that they have correctly
trained a committed model based on a committed dataset without revealing any additional …

BaseFold: efficient field-agnostic polynomial commitment schemes from foldable codes

H Zeilberger, B Chen, B Fisch - Annual International Cryptology …, 2024 - Springer
This works introduces BaseFold, a new field-agnostic Polynomial Commitment Scheme
(PCS) for multilinear polynomials that has O (log 2 (n)) verifier costs and O (n log n) prover …

Proofs, arguments, and zero-knowledge

J Thaler - Foundations and Trends® in Privacy and Security, 2022 - nowpublishers.com
Interactive proofs (IPs) and arguments are cryptographic protocols that enable an untrusted
prover to provide a guarantee that it performed a requested computation correctly …