Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning
Authors: Yunhao Yang, Parham Gohari, Ufuk Topcu | Published: 2022-05-25
Differentially Private AUC Computation in Vertical Federated Learning
Authors: Jiankai Sun, Xin Yang, Yuanshun Yao, Junyuan Xie, Di Wu, Chong Wang | Published: 2022-05-24
Toxicity Detection with Generative Prompt-based Inference
Authors: Yau-Shian Wang, Yingshan Chang | Published: 2022-05-24
Fast & Furious: Modelling Malware Detection as Evolving Data Streams
Authors: Fabrício Ceschin, Marcus Botacin, Heitor Murilo Gomes, Felipe Pinagé, Luiz S. Oliveira, André Grégio | Published: 2022-05-24 | Updated: 2022-08-16
EBM Life Cycle: MCMC Strategies for Synthesis, Defense, and Density Modeling
Authors: Mitch Hill, Jonathan Mitchell, Chu Chen, Yuan Du, Mubarak Shah, Song-Chun Zhu | Published: 2022-05-24
Process Mining Algorithm for Online Intrusion Detection System
Authors: Yinzheng Zhong, John Y. Goulermas, Alexei Lisitsa | Published: 2022-05-24
PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning
Authors: Sikha Pentyala, Nicola Neophytou, Anderson Nascimento, Martine De Cock, Golnoosh Farnadi | Published: 2022-05-23 | Updated: 2022-08-26
FedSA: Accelerating Intrusion Detection in Collaborative Environments with Federated Simulated Annealing
Authors: Helio N. Cunha Neto, Ivana Dusparic, Diogo M. F. Mattos, Natalia C. Fernandes | Published: 2022-05-23
Robust Quantity-Aware Aggregation for Federated Learning
Authors: Jingwei Yi, Fangzhao Wu, Huishuai Zhang, Bin Zhu, Tao Qi, Guangzhong Sun, Xing Xie | Published: 2022-05-22 | Updated: 2023-07-26
Robust Sensible Adversarial Learning of Deep Neural Networks for Image Classification
Authors: Jungeum Kim, Xiao Wang | Published: 2022-05-20