FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning

Authors: Tao Qi, Fangzhao Wu, Chuhan Wu, Lingjuan Lyu, Tong Xu, Zhongliang Yang, Yongfeng Huang, Xing Xie | Published: 2022-06-07 | Updated: 2022-10-31
2022.06.07 2025.04.03
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Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization

Authors: Aniket Das, Bernhard Schölkopf, Michael Muehlebach | Published: 2022-06-07 | Updated: 2022-10-10
2022.06.07 2025.04.03
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RORL: Robust Offline Reinforcement Learning via Conservative Smoothing

Authors: Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han | Published: 2022-06-06 | Updated: 2022-10-22
2022.06.06 2025.04.03
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Deep Reinforcement Learning for Cybersecurity Threat Detection and Protection: A Review

Authors: Mohit Sewak, Sanjay K. Sahay, Hemant Rathore | Published: 2022-06-06
2022.06.06 2025.04.03
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Spam Detection Using BERT

Authors: Thaer Sahmoud, Mohammad Mikki | Published: 2022-06-06 | Updated: 2022-06-07
2022.06.06 2025.04.03
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Leveraging Machine Learning for Ransomware Detection

Authors: Nanda Rani, Sunita Vikrant Dhavale | Published: 2022-06-04
2022.06.04 2025.04.03
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A New Security Boundary of Component Differentially Challenged XOR PUFs Against Machine Learning Modeling Attacks

Authors: Gaoxiang Li, Khalid T. Mursi, Ahmad O. Aseeri, Mohammed S. Alkatheiri, Yu Zhuang | Published: 2022-06-02
2022.06.02 2025.04.03
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Defense Against Gradient Leakage Attacks via Learning to Obscure Data

Authors: Yuxuan Wan, Han Xu, Xiaorui Liu, Jie Ren, Wenqi Fan, Jiliang Tang | Published: 2022-06-01
2022.06.01 2025.04.03
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Federated Learning in Non-IID Settings Aided by Differentially Private Synthetic Data

Authors: Huancheng Chen, Haris Vikalo | Published: 2022-06-01 | Updated: 2023-04-20
2022.06.01 2025.04.03
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Differentially Private Shapley Values for Data Evaluation

Authors: Lauren Watson, Rayna Andreeva, Hao-Tsung Yang, Rik Sarkar | Published: 2022-06-01
2022.06.01 2025.04.03
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