Segmented Federated Learning for Adaptive Intrusion Detection System
Authors: Geet Shingi, Harsh Saglani, Preeti Jain | Published: 2021-07-02
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Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems
Authors: Zixiu Wang, Yiwen Guo, Hu Ding | Published: 2021-06-30 | Updated: 2022-01-21
Robust Distributed Optimization With Randomly Corrupted Gradients
Authors: Berkay Turan, Cesar A. Uribe, Hoi-To Wai, Mahnoosh Alizadeh | Published: 2021-06-28 | Updated: 2022-06-17
Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis
Authors: Chuanpu Fu, Qi Li, Meng Shen, Ke Xu | Published: 2021-06-28 | Updated: 2021-09-16
Poisoning the Search Space in Neural Architecture Search
Authors: Robert Wu, Nayan Saxena, Rohan Jain | Published: 2021-06-28
On the (Un-)Avoidability of Adversarial Examples
Authors: Sadia Chowdhury, Ruth Urner | Published: 2021-06-24
Teacher Model Fingerprinting Attacks Against Transfer Learning
Authors: Yufei Chen, Chao Shen, Cong Wang, Yang Zhang | Published: 2021-06-23 | Updated: 2022-06-23
Machine learning for risk assessment in gender-based crime
Authors: Ángel González-Prieto, Antonio Brú, Juan Carlos Nuño, José Luis González-Álvarez | Published: 2021-06-22
Outlier Detection and Spatial Analysis Algorithms
Authors: Jacob John | Published: 2021-06-20
Residual Error: a New Performance Measure for Adversarial Robustness
Authors: Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong | Published: 2021-06-18