Personalized Federated Learning Techniques: Empirical Analysis
Authors: Azal Ahmad Khan, Ahmad Faraz Khan, Haider Ali, Ali Anwar | Published: 2024-09-10
Model Performance Evaluation
Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection
Authors: Li Yang, Abdallah Shami | Published: 2024-09-05
Exploiting the Vulnerability of Large Language Models via Defense-Aware Architectural Backdoor
Authors: Abdullah Arafat Miah, Yu Bi | Published: 2024-09-03 | Updated: 2024-09-09
A Novel Self-Attention-Enabled Weighted Ensemble-Based Convolutional Neural Network Framework for Distributed Denial of Service Attack Classification
Authors: Kanthimathi S, Shravan Venkatraman, Jayasankar K S, Pranay Jiljith T, Jashwanth R | Published: 2024-09-01 | Updated: 2024-10-12
Obfuscated Memory Malware Detection
Authors: Sharmila S P, Aruna Tiwari, Narendra S Chaudhari | Published: 2024-08-23
Efficient Detection of Toxic Prompts in Large Language Models
Authors: Yi Liu, Junzhe Yu, Huijia Sun, Ling Shi, Gelei Deng, Yuqi Chen, Yang Liu | Published: 2024-08-21 | Updated: 2024-09-14
Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training
Authors: Huitong Jin, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng | Published: 2024-08-18
A Robust Multi-Stage Intrusion Detection System for In-Vehicle Network Security using Hierarchical Federated Learning
Authors: Muzun Althunayyan, Amir Javed, Omer Rana | Published: 2024-08-15
Extending Network Intrusion Detection with Enhanced Particle Swarm Optimization Techniques
Authors: Surasit Songma, Watcharakorn Netharn, Siriluck Lorpunmanee | Published: 2024-08-14
Privacy in Federated Learning
Authors: Jaydip Sen, Hetvi Waghela, Sneha Rakshit | Published: 2024-08-12