LUCID: A Practical, Lightweight Deep Learning Solution for DDoS Attack
Detection

v1v2 (latest)

LUCID: A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection

12 February 2020

Roberto Doriguzzi-Corin

Sandra Scott-Hayward

Jesus Martinez-del-Rincon

Domenico Siracusa

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Papers citing "LUCID: A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection"

12 / 12 papers shown

Title
DrLLM: Prompt-Enhanced Distributed Denial-of-Service Resistance Method with Large Language Models Zhenyu Yin Shang Liu Guangyuan Xu 107 0 0 11 Sep 2024
Introducing Packet-Level Analysis in Programmable Data Planes to Advance Network Intrusion Detection Roberto Doriguzzi-Corin Luis Augusto Dias Knob Luca Mendozzi Domenico Siracusa Marco Savi 82 26 0 12 Jul 2023
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods Yuanyuan Wei Ju-Seong Jang Amardeep Singh Fariza Sabrina S. Çamtepe FAtt AAML 23 1 0 27 Jun 2023
An Efficient and Reliable Asynchronous Federated Learning Scheme for Smart Public Transportation Chenhao Xu Youyang Qu Tom H. Luan Peter W. Eklund Yong Xiang Longxiang Gao 134 34 0 15 Aug 2022
An Intrusion Detection System based on Deep Belief Networks Othmane Belarbi Aftab Khan P. Carnelli Theodoros Spyridopoulos 55 39 0 05 Jul 2022
Bankrupting DoS Attackers Trisha Chakraborty A. Najmul Islam Valerie King D. Rayborn Jared Saia Maxwell Young AAML 121 2 0 17 May 2022
FLAD: Adaptive Federated Learning for DDoS Attack Detection Roberto Doriguzzi-Corin Domenico Siracusa FedML 121 68 0 13 May 2022
ARCADE: Adversarially Regularized Convolutional Autoencoder for Network Anomaly Detection W. T. Lunardi Martin Andreoni Lopez J. Giacalone 104 23 0 03 May 2022
The Cross-evaluation of Machine Learning-based Network Intrusion Detection Systems Giovanni Apruzzese Luca Pajola Mauro Conti 81 56 0 09 Mar 2022
GADoT: GAN-based Adversarial Training for Robust DDoS Attack Detection Maged AbdelAty Sandra Scott-Hayward Roberto Doriguzzi-Corin Domenico Siracusa AAML 60 25 0 31 Jan 2022
Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions Shaashwat Agrawal Sagnik Sarkar Ons Aouedi Gokul Yenduri Kandaraj Piamrat S. Bhattacharya Praveen Kumar Reddy Maddikunta Thippa Reddy Gadekallu 90 258 0 16 Jun 2021
DAICS: A Deep Learning Solution for Anomaly Detection in Industrial Control Systems Maged AbdelAty Roberto Doriguzzi-Corin Domenico Siracusa 65 44 0 14 Sep 2020