Btech thesis report on adversarial attack detection and purification of adverserially attacked images
Authors: Dvij Kalaria | Published: 2022-05-09
Attack Detection
On Generalisability of Machine Learning-based Network Intrusion Detection Systems
Authors: Siamak Layeghy, Marius Portmann | Published: 2022-05-09
Resilient Cooperative Adaptive Cruise Control for Autonomous Vehicles Using Machine Learning
Authors: Srivalli Boddupalli, Akash Someshwar Rao, Sandip Ray | Published: 2021-03-18
TANTRA: Timing-Based Adversarial Network Traffic Reshaping Attack
Authors: Yam Sharon, David Berend, Yang Liu, Asaf Shabtai, Yuval Elovici | Published: 2021-03-10
Utilising Flow Aggregation to Classify Benign Imitating Attacks
Authors: Hanan Hindy, Robert Atkinson, Christos Tachtatzis, Ethan Bayne, Miroslav Bures, Xavier Bellekens | Published: 2021-03-06
Machine Learning for Detecting Data Exfiltration: A Review
Authors: Bushra Sabir, Faheem Ullah, M. Ali Babar, Raj Gaire | Published: 2020-12-17 | Updated: 2021-03-21
An Assessment of the Usability of Machine Learning Based Tools for the Security Operations Center
Authors: Sean Oesch, Robert Bridges, Jared Smith, Justin Beaver, John Goodall, Kelly Huffer, Craig Miles, Dan Scofield | 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
Generalized Insider Attack Detection Implementation using NetFlow Data
Authors: Yash Samtani, Jesse Elwell | Published: 2020-10-27
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection
Authors: MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami | Published: 2020-08-09