FedTruth: Byzantine-Robust and Backdoor-Resilient Federated Learning Framework
Authors: Sheldon C. Ebron Jr., Kan Yang | Published: 2023-11-17
Evaluation Method
DEMASQ: Unmasking the ChatGPT Wordsmith
Authors: Kavita Kumari, Alessandro Pegoraro, Hossein Fereidooni, Ahmad-Reza Sadeghi | Published: 2023-11-08
Learning Type Inference for Enhanced Dataflow Analysis
Authors: Lukas Seidel, Sedick David Baker Effendi, Xavier Pinho, Konrad Rieck, Brink van der Merwe, Fabian Yamaguchi | Published: 2023-10-01 | Updated: 2023-10-04
Performance evaluation of Machine learning algorithms for Intrusion Detection System
Authors: Sudhanshu Sekhar Tripathy, Bichitrananda Behera | Published: 2023-10-01
Evaluating Superhuman Models with Consistency Checks
Authors: Lukas Fluri, Daniel Paleka, Florian Tramèr | Published: 2023-06-16 | Updated: 2023-10-19
A Dependable Hybrid Machine Learning Model for Network Intrusion Detection
Authors: Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Md Ashraf Uddin, Arnisha Akhter, Mohammad Abu Yousuf, Fares Alharbi, Mohammad Ali Moni | Published: 2022-12-08 | Updated: 2023-01-27
RADAR: A TTP-based Extensible, Explainable, and Effective System for Network Traffic Analysis and Malware Detection
Authors: Yashovardhan Sharma, Simon Birnbach, Ivan Martinovic | Published: 2022-12-07 | Updated: 2023-04-13
Ares: A System-Oriented Wargame Framework for Adversarial ML
Authors: Farhan Ahmed, Pratik Vaishnavi, Kevin Eykholt, Amir Rahmati | Published: 2022-10-24
The privacy issue of counterfactual explanations: explanation linkage attacks
Authors: Sofie Goethals, Kenneth Sörensen, David Martens | Published: 2022-10-21
Verifiable Encodings for Secure Homomorphic Analytics
Authors: Sylvain Chatel, Christian Knabenhans, Apostolos Pyrgelis, Carmela Troncoso, Jean-Pierre Hubaux | Published: 2022-07-28 | Updated: 2024-06-04