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A review of state-of-the-art malware attack trends and defense mechanisms
The increasing sophistication of malware threats has led to growing concerns in the anti-
malware community, as malware poses a significant danger to online users despite the …
malware community, as malware poses a significant danger to online users despite the …
A survey of protocol fuzzing
Communication protocols form the bedrock of our interconnected world, yet vulnerabilities
within their implementations pose significant security threats. Recent developments have …
within their implementations pose significant security threats. Recent developments have …
Shadewatcher: Recommendation-guided cyber threat analysis using system audit records
System auditing provides a low-level view into cyber threats by monitoring system entity
interactions. In response to advanced cyber-attacks, one prevalent solution is to apply data …
interactions. In response to advanced cyber-attacks, one prevalent solution is to apply data …
Euler: Detecting Network Lateral Movement via Scalable Temporal Link Prediction
Lateral movement is a key stage of system compromise used by advanced persistent
threats. Detecting it is no simple task. When network host logs are abstracted into discrete …
threats. Detecting it is no simple task. When network host logs are abstracted into discrete …
Toward early and accurate network intrusion detection using graph embedding
Early and accurate detection of network intrusions is crucial to ensure network security and
stability. Existing network intrusion detection methods mainly use conventional machine …
stability. Existing network intrusion detection methods mainly use conventional machine …
[HTML][HTML] Unraveled—A semi-synthetic dataset for Advanced Persistent Threats
U nraveled is a novel cybersecurity dataset capturing Advanced Persistent Threat (APT)
attacks not available in the public domain. Existing cybersecurity datasets lack coherent …
attacks not available in the public domain. Existing cybersecurity datasets lack coherent …
eAudit: A Fast, Scalable and Deployable Audit Data Collection System*
Today's advanced cyber attack campaigns can often bypass all existing protections. The
primary defense against them is after-the-fact detection, followed by a forensic analysis to …
primary defense against them is after-the-fact detection, followed by a forensic analysis to …
Raptor: advanced persistent threat detection in industrial iot via attack stage correlation
Past Advanced Persistent Threat (APT) attacks on Industrial Internet-of-Things (IIoT), such as
the 2016 Ukrainian power grid attack and the 2017 Saudi petrochemical plant attack, have …
the 2016 Ukrainian power grid attack and the 2017 Saudi petrochemical plant attack, have …
HGHAN: Hacker group identification based on heterogeneous graph attention network
The hacker group identification is an important pre-work for tasks such as hacking tracing,
criminal portraits. The current hacker identification mainly relies on fingerprints and clue …
criminal portraits. The current hacker identification mainly relies on fingerprints and clue …
Paced: Provenance-based automated container escape detection
The security of container-based microservices relies heavily on the isolation of operating
system resources that is provided by namespaces. However, vulnerabilities exist in the …
system resources that is provided by namespaces. However, vulnerabilities exist in the …