Traditional Intrusion Detection Systems (IDS) cannot cope with the increasing number and
sophistication of cyberattacks such as Advanced Persistent Threats (APT). Due to their high …

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 …

Reliable methods for host-layer intrusion detection remained an open problem within
computer security. Recent research has recast intrusion detection as a provenance graph …

With the development of information technology, the border of the cyberspace gets much
broader and thus also exposes increasingly more vulnerabilities to attackers. Traditional …

Efficient intrusion detection and analysis of the security landscape in big data environments
present challenge for today's users. Intrusion behavior can be described by provenance …

Host-based threats such as Program Attack, Malware Implantation, and Advanced Persistent
Threats (APT), are commonly adopted by modern attackers. Recent studies propose …

In recent years, the Advanced Persistent Threat (APT), which involves complex and
malicious actions over a long period, has become one of the biggest threats against the …

Advance Persistent Threats (APTs), adopted by most delicate attackers, are becoming
increasing common and pose great threat to various enterprises and institutions. Data …

Endpoint Detection and Response (EDR) tools provide visibility into sophisticated intrusions
by matching system events against known adversarial behaviors. However, current solutions …

Provenance-Based Endpoint Detection and Response (P-EDR) systems are deemed crucial
for future Advanced Persistent Threats (APT) defenses. Despite the fact that numerous new …