Using Anomaly Detection to Detect Poisoning Attacks in Federated Learning Applications
Authors: Ali Raza, Shujun Li, Kim-Phuc Tran, Ludovic Koehl, Kim Duc Tran | Published: 2022-07-18 | Updated: 2025-03-25
Towards Automated Classification of Attackers’ TTPs by combining NLP with ML Techniques
Authors: Clemens Sauerwein, Alexander Pfohl | Published: 2022-07-18
Security and Safety Aspects of AI in Industry Applications
Authors: Hans Dermot Doran | Published: 2022-07-16
Sotto Voce: Federated Speech Recognition with Differential Privacy Guarantees
Authors: Michael Shoemate, Kevin Jett, Ethan Cowan, Sean Colbath, James Honaker, Prasanna Muthukumar | Published: 2022-07-16
DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting
Authors: Runhua Xu, Nathalie Baracaldo, Yi Zhou, Ali Anwar, Swanand Kadhe, Heiko Ludwig | Published: 2022-07-15
Mobile Keystroke Biometrics Using Transformers
Authors: Giuseppe Stragapede, Paula Delgado-Santos, Ruben Tolosana, Ruben Vera-Rodriguez, Richard Guest, Aythami Morales | Published: 2022-07-15 | Updated: 2022-10-04
Suppressing Poisoning Attacks on Federated Learning for Medical Imaging
Authors: Naif Alkhunaizi, Dmitry Kamzolov, Martin Takáč, Karthik Nandakumar | Published: 2022-07-15
Smooth Anonymity for Sparse Graphs
Authors: Alessandro Epasto, Hossein Esfandiari, Vahab Mirrokni, Andres Munoz Medina | Published: 2022-07-13 | Updated: 2024-05-14
Explainable Intrusion Detection Systems (X-IDS): A Survey of Current Methods, Challenges, and Opportunities
Authors: Subash Neupane, Jesse Ables, William Anderson, Sudip Mittal, Shahram Rahimi, Ioana Banicescu, Maria Seale | Published: 2022-07-13
A Personalised User Authentication System based on EEG Signals
Authors: Christos Stergiadis, Vasiliki-Despoina Kostaridou, Simeon Veloudis, Dimitrios Kazis, Manousos Klados | Published: 2022-07-13 | Updated: 2022-07-14