Z Cheng, Q Lv, J Liang, Y Wang, D Sun… - arXiv preprint arXiv …, 2023 - arxiv.org
Provenance graphs are structured audit logs that describe the history of a system's execution. Recent studies have explored a variety of techniques to analyze provenance …
MU Rehman, H Ahmadi, WU Hassan - 2024 IEEE Symposium on …, 2024 - dartlab.org
Recently, provenance-based Intrusion Detection Systems (IDSes) have gained popularity for their potential in detecting sophisticated Advanced Persistent Threat (APT) attacks. These …
F Isiaka - Journal of Data Science and Intelligent Systems, 2024 - ojs.bonviewpress.com
Intrusion and prevention technologies perform reliably in harsh conditions by fortifying many of the world's highest security sites with few defects in high performance. This paper aims to …
Y Wang, H Liu, Z Li, Z Su, J Li - IEEE Network, 2024 - ieeexplore.ieee.org
The rise of advanced persistent threats (APTs) has marked a significant cybersecurity challenge, characterized by sophisticated orchestration, stealthy execution, extended …
The black-box nature of complex Neural Network (NN)-based models has hindered their widespread adoption in security domains due to the lack of logical explanations and …
A Goyal, G Wang, A Bates - 2024 IEEE Symposium on …, 2024 - gangw.web.illinois.edu
In modern enterprise security, endpoint detection products fire an alert when process activity matches known attack behavior patterns. Human analysts then perform Root Cause …
As cyber-attacks become increasingly sophisticated and stealthy, it becomes more imperative and challenging to detect intrusion from normal behaviors. Through fine-grained …
P Gysel, C Wüest, K Nwafor, O Jašek… - arXiv preprint arXiv …, 2024 - arxiv.org
Securing endpoints is challenging due to the evolving nature of threats and attacks. With endpoint logging systems becoming mature, provenance-graph representations enable the …
In Advanced Persistent Threat (APT) attacks, achieving stealthy persistence within target systems is often crucial for an attacker's success. This persistence allows adversaries to …