Information-Theoretically Private Federated Submodel Learning with Storage Constrained Databases
Authors: Sajani Vithana, Sennur Ulukus | Published: 2023-07-12
Introducing Packet-Level Analysis in Programmable Data Planes to Advance Network Intrusion Detection
Authors: Roberto Doriguzzi-Corin, Luis Augusto Dias Knob, Luca Mendozzi, Domenico Siracusa, Marco Savi | Published: 2023-07-12 | Updated: 2024-01-04
Random-Set Neural Networks (RS-NN)
Authors: Shireen Kudukkil Manchingal, Muhammad Mubashar, Kaizheng Wang, Keivan Shariatmadar, Fabio Cuzzolin | Published: 2023-07-11 | Updated: 2025-02-14
ConFL: Constraint-guided Fuzzing for Machine Learning Framework
Authors: Zhao Liu, Quanchen Zou, Tian Yu, Xuan Wang, Guozhu Meng, Kai Chen, Deyue Zhang | Published: 2023-07-11
ChatGPT for Digital Forensic Investigation: The Good, The Bad, and The Unknown
Authors: Mark Scanlon, Frank Breitinger, Christopher Hargreaves, Jan-Niclas Hilgert, John Sheppard | Published: 2023-07-10
Privacy-Preserving Graph Machine Learning from Data to Computation: A Survey
Authors: Dongqi Fu, Wenxuan Bao, Ross Maciejewski, Hanghang Tong, Jingrui He | Published: 2023-07-10
Robust Ranking Explanations
Authors: Chao Chen, Chenghua Guo, Guixiang Ma, Ming Zeng, Xi Zhang, Sihong Xie | Published: 2023-07-08
Bounding data reconstruction attacks with the hypothesis testing interpretation of differential privacy
Authors: Georgios Kaissis, Jamie Hayes, Alexander Ziller, Daniel Rueckert | Published: 2023-07-08
A Natural Language Processing Approach to Malware Classification
Authors: Ritik Mehta, Olha Jurečková, Mark Stamp | Published: 2023-07-07
Convergence of Communications, Control, and Machine Learning for Secure and Autonomous Vehicle Navigation
Authors: Tengchan Zeng, Aidin Ferdowsi, Omid Semiari, Walid Saad, Choong Seon Hong | Published: 2023-07-05