Reliable Feature Selection for Adversarially Robust Cyber-Attack Detection
Authors: João Vitorino, Miguel Silva, Eva Maia, Isabel Praça | Published: 2024-04-05
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TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time (Extended Version)
Authors: Zeliang Kan, Shae McFadden, Daniel Arp, Feargus Pendlebury, Roberto Jordaney, Johannes Kinder, Fabio Pierazzi, Lorenzo Cavallaro | Published: 2024-02-02
Mining Temporal Attack Patterns from Cyberthreat Intelligence Reports
Authors: Md Rayhanur Rahman, Brandon Wroblewski, Quinn Matthews, Brantley Morgan, Tim Menzies, Laurie Williams | Published: 2024-01-03
User authentication system based on human exhaled breath physics
Authors: Mukesh Karunanethy, Rahul Tripathi, Mahesh V Panchagnula, Raghunathan Rengaswamy | Published: 2024-01-02
Robust Survival Analysis with Adversarial Regularization
Authors: Michael Potter, Stefano Maxenti, Michael Everett | Published: 2023-12-26 | Updated: 2024-09-19
IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection
Authors: Kahraman Kostas, Mike Just, Michael A. Lones | Published: 2023-10-17
Adversarial training for tabular data with attack propagation
Authors: Tiago Leon Melo, João Bravo, Marco O. P. Sampaio, Paolo Romano, Hugo Ferreira, João Tiago Ascensão, Pedro Bizarro | Published: 2023-07-28
Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models
Authors: Fan Liu, Hao Liu, Wenzhao Jiang | Published: 2022-10-05
ML for Location Prediction Using RSSI On WiFi 2.4 GHZ Frequency Band
Authors: Ali Abdullah S. AlQahtani, Nazim Choudhury | Published: 2022-10-01
Towards Malicious address identification in Bitcoin
Authors: Deepesh Chaudhari, Rachit Agarwal, Sandeep Kumar Shukla | Published: 2021-12-22