SoK: Decoding the Enigma of Encrypted Network Traffic Classifiers
Authors: Nimesha Wickramasinghe, Arash Shaghaghi, Gene Tsudik, Sanjay Jha | Published: 2025-03-25 | Updated: 2025-04-14
Model Design and Accuracy
Neural Networks with (Low-Precision) Polynomial Approximations: New Insights and Techniques for Accuracy Improvement
Authors: Chi Zhang, Jingjing Fan, Man Ho Au, Siu Ming Yiu | Published: 2024-02-17 | Updated: 2024-06-07
A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks
Authors: Farzad Nikfam, Raffaele Casaburi, Alberto Marchisio, Maurizio Martina, Muhammad Shafique | Published: 2023-08-10 | Updated: 2023-10-12
Flow-based Network Intrusion Detection Based on BERT Masked Language Model
Authors: Loc Gia Nguyen, Kohei Watabe | Published: 2023-06-08
Exploring Model Dynamics for Accumulative Poisoning Discovery
Authors: Jianing Zhu, Xiawei Guo, Jiangchao Yao, Chao Du, Li He, Shuo Yuan, Tongliang Liu, Liang Wang, Bo Han | Published: 2023-06-06
Human-imperceptible, Machine-recognizable Images
Authors: Fusheng Hao, Fengxiang He, Yikai Wang, Fuxiang Wu, Jing Zhang, Jun Cheng, Dacheng Tao | Published: 2023-06-06
Machine Unlearning: A Survey
Authors: Heng Xu, Tianqing Zhu, Lefeng Zhang, Wanlei Zhou, Philip S. Yu | Published: 2023-06-06
PassGPT: Password Modeling and (Guided) Generation with Large Language Models
Authors: Javier Rando, Fernando Perez-Cruz, Briland Hitaj | Published: 2023-06-02 | Updated: 2023-06-14
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
FedMint: Intelligent Bilateral Client Selection in Federated Learning with Newcomer IoT Devices
Authors: Osama Wehbi, Sarhad Arisdakessian, Omar Abdel Wahab, Hadi Otrok, Safa Otoum, Azzam Mourad, Mohsen Guizani | Published: 2022-10-31