Personalized Federated Learning Techniques: Empirical Analysis
Authors: Azal Ahmad Khan, Ahmad Faraz Khan, Haider Ali, Ali Anwar | Published: 2024-09-10
Literature Database
Ransomware Detection Using Machine Learning in the Linux Kernel
Authors: Adrian Brodzik, Tomasz Malec-Kruszyński, Wojciech Niewolski, Mikołaj Tkaczyk, Krzysztof Bocianiak, Sok-Yen Loui | Published: 2024-09-10
HexaCoder: Secure Code Generation via Oracle-Guided Synthetic Training Data
Authors: Hossein Hajipour, Lea Schönherr, Thorsten Holz, Mario Fritz | Published: 2024-09-10
A Pervasive, Efficient and Private Future: Realizing Privacy-Preserving Machine Learning Through Hybrid Homomorphic Encryption
Authors: Khoa Nguyen, Mindaugas Budzys, Eugene Frimpong, Tanveer Khan, Antonis Michalas | Published: 2024-09-10
VoiceWukong: Benchmarking Deepfake Voice Detection
Authors: Ziwei Yan, Yanjie Zhao, Haoyu Wang | Published: 2024-09-10
On the Weaknesses of Backdoor-based Model Watermarking: An Information-theoretic Perspective
Authors: Aoting Hu, Yanzhi Chen, Renjie Xie, Adrian Weller | Published: 2024-09-10
Privacy-Preserving Data Linkage Across Private and Public Datasets for Collaborative Agriculture Research
Authors: Osama Zafar, Rosemarie Santa Gonzalez, Gabriel Wilkins, Alfonso Morales, Erman Ayday | Published: 2024-09-09
Using Large Language Models for Template Detection from Security Event Logs
Authors: Risto Vaarandi, Hayretdin Bahsi | Published: 2024-09-08 | Updated: 2025-04-14
2DSig-Detect: a semi-supervised framework for anomaly detection on image data using 2D-signatures
Authors: Xinheng Xie, Kureha Yamaguchi, Margaux Leblanc, Simon Malzard, Varun Chhabra, Victoria Nockles, Yue Wu | Published: 2024-09-08 | Updated: 2025-03-20
MILE: A Mutation Testing Framework of In-Context Learning Systems
Authors: Zeming Wei, Yihao Zhang, Meng Sun | Published: 2024-09-07