Benchmark Evaluation of Anomaly-Based Intrusion Detection Systems in the Context of Smart Grids
Authors: Ömer Sen, Simon Glomb, Martin Henze, Andreas Ulbig | Published: 2023-12-21
Statistical Methods
Zero-Day Threats Detection for Critical Infrastructures
Authors: Mike Nkongolo, Mahmut Tokmak | Published: 2023-06-10
Sensitivity estimation for differentially private query processing
Authors: Meifan Zhang, Xin Liu, Lihua Yin | Published: 2023-04-19
A Randomized Approach for Tight Privacy Accounting
Authors: Jiachen T. Wang, Saeed Mahloujifar, Tong Wu, Ruoxi Jia, Prateek Mittal | Published: 2023-04-17 | Updated: 2023-11-21
Ranking Differential Privacy
Authors: Shirong Xu, Will Wei Sun, Guang Cheng | Published: 2023-01-02
Assaying Out-Of-Distribution Generalization in Transfer Learning
Authors: Florian Wenzel, Andrea Dittadi, Peter Vincent Gehler, Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, Chris Russell, Thomas Brox, Bernt Schiele, Bernhard Schölkopf, Francesco Locatello | Published: 2022-07-19 | Updated: 2022-10-21
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
On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms
Authors: Shuyu Cheng, Guoqiang Wu, Jun Zhu | Published: 2021-07-21 | Updated: 2021-11-07
Analytically Tractable Hidden-States Inference in Bayesian Neural Networks
Authors: Luong-Ha Nguyen, James-A. Goulet | Published: 2021-07-08
Improved Matrix Gaussian Mechanism for Differential Privacy
Authors: Jungang Yang, Liyao Xiang, Weiting Li, Wei Liu, Xinbing Wang | Published: 2021-04-30