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20192023
most citedFedRecAttack: Model Poisoning Attack to Federated Recommendation

77 citations · 186 across the 12 of their papers we have counts for

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Showing 2022Show all

5 papers · 1 filter

cs.CR2022★ 14 cited

Who is Gambling? Finding Cryptocurrency Gamblers Using Multi-modal Retrieval Methods

Zhengjie Huang, Zhenguang Liu, Jianhai Chen +4

With the popularity of cryptocurrencies and the remarkable development of blockchain technology, decentralized applications emerged as a revolutionary force for the Internet. Meanw…

cs.CR2022★ 4 cited

Demystifying Bitcoin Address Behavior via Graph Neural Networks

Zhengjie Huang, Yunyang Huang, Peng Qian +2

Bitcoin is one of the decentralized cryptocurrencies powered by a peer-to-peer blockchain network. Parties who trade in the bitcoin network are not required to disclose any persona…

cs.CR2022

Smart Contract Vulnerability Detection Technique: A Survey

Peng Qian, Zhenguang Liu, Qinming He +3

Smart contract, one of the most successful applications of blockchain, is taking the world by storm, playing an essential role in the blockchain ecosystem. However, frequent smart…

cs.IR2022★ 45 cited

Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios

Dazhong Rong, Qinming He, Jianhai Chen

Various attack methods against recommender systems have been proposed in the past years, and the security issues of recommender systems have drawn considerable attention. Tradition…

cs.CR2022★ 77 cited

FedRecAttack: Model Poisoning Attack to Federated Recommendation

Dazhong Rong, Shuai Ye, Ruoyan Zhao +3

Federated Recommendation (FR) has received considerable popularity and attention in the past few years. In FR, for each user, its feature vector and interaction data are kept local…