Cybersecurity

A Survey on Explainable Artificial Intelligence for Cybersecurity

Authors: Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Rabeb Mizouni, Alyssa Song, Robin Cohen, Hadi Otrok, Azzam Mourad | Published: 2023-03-07 | Updated: 2023-06-11
XAI (Explainable AI)
Cybersecurity
Explainability

COOKIEGRAPH: Understanding and Detecting First-Party Tracking Cookies

Authors: Shaoor Munir, Sandra Siby, Umar Iqbal, Steven Englehardt, Zubair Shafiq, Carmela Troncoso | Published: 2022-08-25 | Updated: 2023-11-27
Cybersecurity
Privacy Violation
User Activity Analysis

Automatic Mapping of Unstructured Cyber Threat Intelligence: An Experimental Study

Authors: Vittorio Orbinato, Mariarosaria Barbaraci, Roberto Natella, Domenico Cotroneo | Published: 2022-08-25
Cybersecurity
Attack Detection
Machine Learning

Deception for Cyber Defence: Challenges and Opportunities

Authors: David Liebowitz, Surya Nepal, Kristen Moore, Cody J. Christopher, Salil S. Kanhere, David Nguyen, Roelien C. Timmer, Michael Longland, Keerth Rathakumar | Published: 2022-08-15
Cybersecurity
Attack Method
Machine Learning Technology

The Dangers of Computational Law and Cybersecurity; Perspectives from Engineering and the AI Act

Authors: Kaspar Rosager Ludvigsen, Shishir Nagaraja, Angela Daly | Published: 2022-07-01
Cybersecurity
Risk Management
Artificial Intelligence Regulation

Symbolic analysis meets federated learning to enhance malware identifier

Authors: Khanh Huu The Dam, Charles-Henry Bertrand Van Ouytsel, Axel Legay | Published: 2022-04-29
Cybersecurity
Secure Aggregation
Malware Propagation Means

TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection

Authors: Sijia Li, Gaopeng Gou, Chang Liu, Chengshang Hou, Zhenzhen Li, Gang Xiong | Published: 2022-04-28
Cybersecurity
Network Node Configuration
Phishing Attack

An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework

Authors: Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti | Published: 2022-04-27
Cybersecurity
Phishing Attack
Attack Method

Prediction Approach against DDoS Attack based on Machine Learning Multiclassfier

Authors: Anupama Mishra | Published: 2022-04-27
Cybersecurity
Model Design
Attack Method

ARLIF-IDS — Attention augmented Real-Time Isolation Forest Intrusion Detection System

Authors: Aman Priyanshu, Sarthak Shastri, Sai Sravan Medicherla | Published: 2022-04-20
Cybersecurity
Intrusion Detection System
Attention Mechanism