Local Privacy-preserving Mechanisms and Applications in Machine Learning
Authors: Likun Qin, Tianshuo Qiu | Published: 2024-01-08
Privacy-Preserving in Blockchain-based Federated Learning Systems
Authors: Sameera K. M., Serena Nicolazzo, Marco Arazzi, Antonino Nocera, Rafidha Rehiman K. A., Vinod P, Mauro Conti | Published: 2024-01-07
Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis
Authors: Mohammad Hasan, Mohammad Shahriar Rahman, Helge Janicke, Iqbal H. Sarker | Published: 2024-01-07
Malla: Demystifying Real-world Large Language Model Integrated Malicious Services
Authors: Zilong Lin, Jian Cui, Xiaojing Liao, XiaoFeng Wang | Published: 2024-01-06 | Updated: 2024-08-19
The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models
Authors: Junyi Li, Jie Chen, Ruiyang Ren, Xiaoxue Cheng, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen | Published: 2024-01-06
MalModel: Hiding Malicious Payload in Mobile Deep Learning Models with Black-box Backdoor Attack
Authors: Jiayi Hua, Kailong Wang, Meizhen Wang, Guangdong Bai, Xiapu Luo, Haoyu Wang | Published: 2024-01-05
Evasive Hardware Trojan through Adversarial Power Trace
Authors: Behnam Omidi, Khaled N. Khasawneh, Ihsen Alouani | Published: 2024-01-04
Adaptive Differential Privacy in Federated Learning: A Priority-Based Approach
Authors: Mahtab Talaei, Iman Izadi | Published: 2024-01-04
Mining Temporal Attack Patterns from Cyberthreat Intelligence Reports
Authors: Md Rayhanur Rahman, Brandon Wroblewski, Quinn Matthews, Brantley Morgan, Tim Menzies, Laurie Williams | Published: 2024-01-03
Locally Differentially Private Embedding Models in Distributed Fraud Prevention Systems
Authors: Iker Perez, Jason Wong, Piotr Skalski, Stuart Burrell, Richard Mortier, Derek McAuley, David Sutton | Published: 2024-01-03