3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Defending Against Data Reconstruction Attacks in Federated Learning: An Information Theory Approach
Qi Tan, Qi Li, Yi Zhao +3
Federated Learning (FL) trains a black-box and high-dimensional model among different clients by exchanging parameters instead of direct data sharing, which mitigates the privacy l…
cs.CR2021★ 1 cited
Argus: A Fully Transparent Incentive System for Anti-Piracy Campaigns (Extended Version)
Xian Zhang, Xiaobing Guo, Zixuan Zeng +7
Anti-piracy is fundamentally a procedure that relies on collecting data from the open anonymous population, so how to incentivize credible reporting is a question at the center of…
cs.CR2021★ 3 cited
Agatha: Smart Contract for DNN Computation
Zihan Zheng, Peichen Xie, Xian Zhang +6
Smart contract is one of the core features of Ethereum and has inspired many blockchain descendants. Since its advent, the verification paradigm of smart contract has been improvin…