Towards a Fair Comparison and Realistic Evaluation Framework of Android Malware Detectors based on Static Analysis and Machine Learning

Authors: Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, Jose Miguel-Alonso | Published: 2022-05-25 | Updated: 2022-10-06
2022.05.25 2025.04.03
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Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning

Authors: Yunhao Yang, Parham Gohari, Ufuk Topcu | Published: 2022-05-25
2022.05.25 2025.04.03
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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
2022.05.24 2025.04.03
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Toxicity Detection with Generative Prompt-based Inference

Authors: Yau-Shian Wang, Yingshan Chang | Published: 2022-05-24
2022.05.24 2025.04.03
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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
2022.05.24 2025.04.03
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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
2022.05.24 2025.04.03
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Process Mining Algorithm for Online Intrusion Detection System

Authors: Yinzheng Zhong, John Y. Goulermas, Alexei Lisitsa | Published: 2022-05-24
2022.05.24 2025.04.03
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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
2022.05.23 2025.04.03
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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
2022.05.23 2025.04.03
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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
2022.05.22 2025.04.03
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