A Machine Learning Approach for DDoS Detection on IoT Devices
Authors: Alireza Seifousadati, Saeid Ghasemshirazi, Mohammad Fathian | Published: 2021-10-28
DDoS Attack
Dataset: Large-scale Urban IoT Activity Data for DDoS Attack Emulation
Authors: Arvin Hekmati, Eugenio Grippo, Bhaskar Krishnamachari | Published: 2021-10-05
Optimized Random Forest Model for Botnet Detection Based on DNS Queries
Authors: Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami | Published: 2020-12-16
Filtering DDoS Attacks from Unlabeled Network Traffic Data Using Online Deep Learning
Authors: Wesley Joon-Wie Tann, Jackie Tan Jin Wei, Joanna Purba, Ee-Chien Chang | Published: 2020-12-12
Towards a Universal Features Set for IoT Botnet Attacks Detection
Authors: Faisal Hussain, Syed Ghazanfar Abbas, Ubaid U. Fayyaz, Ghalib A. Shah, Abdullah Toqeer, Ahmad Ali | Published: 2020-12-01
Real-Time Anomaly Detection in Edge Streams
Authors: Siddharth Bhatia, Rui Liu, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos | Published: 2020-09-17 | Updated: 2022-04-25
Timely Detection and Mitigation of Stealthy DDoS Attacks via IoT Networks
Authors: Keval Doshi, Yasin Yilmaz, Suleyman Uludag | Published: 2020-06-15
SynGAN: Towards Generating Synthetic Network Attacks using GANs
Authors: Jeremy Charlier, Aman Singh, Gaston Ormazabal, Radu State, Henning Schulzrinne | Published: 2019-08-26
Online Multivariate Anomaly Detection and Localization for High-dimensional Settings
Authors: Mahsa Mozaffari, Yasin Yilmaz | Published: 2019-05-17 | Updated: 2020-07-14
Bidirectional RNN-based Few-shot Training for Detecting Multi-stage Attack
Authors: Di Zhao, Jiqiang Liu, Jialin Wang, Wenjia Niu, Endong Tong, Tong Chen, Gang Li | Published: 2019-05-09