Intelligent IoT Attack Detection Design via ODLLM with Feature Ranking-based Knowledge Base
Authors: Satvik Verma, Qun Wang, E. Wes Bethel | Published: 2025-03-27
DDoS Attack Detection
DrLLM: Prompt-Enhanced Distributed Denial-of-Service Resistance Method with Large Language Models
Authors: Zhenyu Yin, Shang Liu, Guangyuan Xu | Published: 2024-09-11 | Updated: 2025-01-13
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
Individual Packet Features are a Risk to Model Generalisation in ML-Based Intrusion Detection
Authors: Kahraman Kostas, Mike Just, Michael A. Lones | Published: 2024-06-07
Redefining DDoS Attack Detection Using A Dual-Space Prototypical Network-Based Approach
Authors: Fernando Martinez, Mariyam Mapkar, Ali Alfatemi, Mohamed Rahouti, Yufeng Xin, Kaiqi Xiong, Nasir Ghani | Published: 2024-06-04
DoLLM: How Large Language Models Understanding Network Flow Data to Detect Carpet Bombing DDoS
Authors: Qingyang Li, Yihang Zhang, Zhidong Jia, Yannan Hu, Lei Zhang, Jianrong Zhang, Yongming Xu, Yong Cui, Zongming Guo, Xinggong Zhang | Published: 2024-05-13
A Flow is a Stream of Packets: A Stream-Structured Data Approach for DDoS Detection
Authors: Raja Giryes, Lior Shafir, Avishai Wool | Published: 2024-05-12
DeviceRadar: Online IoT Device Fingerprinting in ISPs using Programmable Switches
Authors: Ruoyu Li, Qing Li, Tao Lin, Qingsong Zou, Dan Zhao, Yucheng Huang, Gareth Tyson, Guorui Xie, Yong Jiang | Published: 2024-04-19
Black-box Adversarial Transferability: An Empirical Study in Cybersecurity Perspective
Authors: Khushnaseeb Roshan, Aasim Zafar | Published: 2024-04-15
usfAD Based Effective Unknown Attack Detection Focused IDS Framework
Authors: Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder | Published: 2024-03-17