Sok: Explainable machine learning for computer security applications

A Nadeem, D Vos, C Cao, L Pajola… - 2023 IEEE 8th …, 2023 - ieeexplore.ieee.org
Explainable Artificial Intelligence (XAI) aims to improve the transparency of machine
learning (ML) pipelines. We systematize the increasingly growing (but fragmented) …

Learning about the adversary

A Nadeem, S Verwer, SJ Yang - … Intelligent Cyber Defense Agent (AICA) A …, 2023 - Springer
The evolving nature of the tactics, techniques, and procedures used by cyber adversaries
have made signature and template based methods of modeling adversary behavior almost …

Understanding Adversary Behavior via XAI

A Nadeem - 2024 - repository.tudelft.nl
Understanding the behavior of cyber adversaries provides threat intelligence to security
practitioners, and improves the cyber readiness of an organization. With the rapidly evolving …

Understanding Adversary Behavior via XAI: Leveraging Sequence Clustering To Extract Threat Intelligence

A Nadeem - 2024 - research.tudelft.nl
Understanding the behavior of cyber adversaries provides threat intelligence to security
practitioners, and improves the cyber readiness of an organization. With the rapidly evolving …

Applied Deep Learning in Security and Privacy

V Rimmer - 2022 - lirias.kuleuven.be
Today's digital society is threatened by evermore sophisticated cyber attacks. One of the
drivers behind this phenomenon is the advances in Artificial Intelligence (AI), which …