Fed-FSNet: Mitigating Non-I.I.D. Federated Learning via Fuzzy Synthesizing Network
Authors: Jingcai Guo, Song Guo, Jie Zhang, Ziming Liu | Published: 2022-08-21 | Updated: 2023-04-25
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Byzantines can also Learn from History: Fall of Centered Clipping in Federated Learning
Authors: Kerem Ozfatura, Emre Ozfatura, Alptekin Kupcu, Deniz Gunduz | Published: 2022-08-21 | Updated: 2024-01-01
A Review of Federated Learning in Energy Systems
Authors: Xu Cheng, Chendan Li, Xiufeng Liu | Published: 2022-08-20
Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset
Authors: Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak | Published: 2022-08-20 | Updated: 2022-10-30
Challenges and Complexities in Machine Learning based Credit Card Fraud Detection
Authors: Gayan K. Kulatilleke | Published: 2022-08-20
Electronic, Wireless, and Photonic Network-on-Chip Security: Challenges and Countermeasures
Authors: Sudeep Pasricha, John Jose, Sujay Deb | Published: 2022-08-18
Mouse Dynamics Behavioral Biometrics: A Survey
Authors: Simon Khan, Charles Devlen, Michael Manno, Daqing Hou | Published: 2022-08-18 | Updated: 2024-05-01
Profiler: Profile-Based Model to Detect Phishing Emails
Authors: Mariya Shmalko, Alsharif Abuadbba, Raj Gaire, Tingmin Wu, Hye-Young Paik, Surya Nepal | Published: 2022-08-18
Private, Efficient, and Accurate: Protecting Models Trained by Multi-party Learning with Differential Privacy
Authors: Wenqiang Ruan, Mingxin Xu, Wenjing Fang, Li Wang, Lei Wang, Weili Han | Published: 2022-08-18
Label Flipping Data Poisoning Attack Against Wearable Human Activity Recognition System
Authors: Abdur R. Shahid, Ahmed Imteaj, Peter Y. Wu, Diane A. Igoche, Tauhidul Alam | Published: 2022-08-17