zkLLM: Zero Knowledge Proofs for Large Language Models

zkLLM: Zero Knowledge Proofs for Large Language Models

24 April 2024

Papers citing "zkLLM: Zero Knowledge Proofs for Large Language Models"

12 / 12 papers shown

Title
Generating Privacy-Preserving Personalized Advice with Zero-Knowledge Proofs and LLMs Hiroki Watanabe Motonobu Uchikoshi 64 0 0 10 Feb 2025
ExpProof : Operationalizing Explanations for Confidential Models with ZKPs Chhavi Yadav Evan Monroe Laufer Dan Boneh Kamalika Chaudhuri 121 0 0 06 Feb 2025
SoK: Decentralized AI (DeAI) Zhipeng Wang Rui Sun Elizabeth Lui Vatsal Shah Xihan Xiong Jiahao Sun Davide Crapis William Knottenbelt 162 1 0 26 Nov 2024
Laminator: Verifiable ML Property Cards using Hardware-assisted Attestations Vasisht Duddu Oskari Jarvinen Lachlan J. Gunn Nirmal Asokan 96 1 0 25 Jun 2024
ezDPS: An Efficient and Zero-Knowledge Machine Learning Inference Pipeline Haodi Wang Thang Hoang 41 11 0 11 Dec 2022
Verifiable and Provably Secure Machine Unlearning Thorsten Eisenhofer Doreen Riepel Varun Chandrasekaran Esha Ghosh O. Ohrimenko Nicolas Papernot AAML MU 65 26 0 17 Oct 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 418 6,202 0 05 Apr 2022
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 202 2,415 0 20 Apr 2021
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 367 20,053 0 23 Oct 2019
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 336 10,467 0 21 Jul 2016
Time-Optimal Interactive Proofs for Circuit Evaluation J. Thaler 71 222 0 13 Apr 2013
Practical Verified Computation with Streaming Interactive Proofs Graham Cormode Michael Mitzenmacher J. Thaler 73 255 0 10 May 2011