An anomaly detection approach for backdoored neural networks: face recognition as a case study
Authors: Alexander Unnervik, Sébastien Marcel | Published: 2022-08-22
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Machine Learning with Confidential Computing: A Systematization of Knowledge
Authors: Fan Mo, Zahra Tarkhani, Hamed Haddadi | Published: 2022-08-22 | Updated: 2024-06-03
Inferring Sensitive Attributes from Model Explanations
Authors: Vasisht Duddu, Antoine Boutet | Published: 2022-08-21 | Updated: 2022-09-07
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
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