25 citations · 50 across the 12 of their papers we have counts for
3 papers · 2 filters
SAGE: Intrusion Alert-driven Attack Graph Extractor
Azqa Nadeem, Sicco Verwer, Shanchieh Jay Yang
Attack graphs (AG) are used to assess pathways availed by cyber adversaries to penetrate a network. State-of-the-art approaches for AG generation focus mostly on deriving dependenc…
On the Evaluation of Sequential Machine Learning for Network Intrusion Detection
Andrea Corsini, Shanchieh Jay Yang, Giovanni Apruzzese
Recent advances in deep learning renewed the research interests in machine learning for Network Intrusion Detection Systems (NIDS). Specifically, attention has been given to sequen…
Near Real-time Learning and Extraction of Attack Models from Intrusion Alerts
Shanchieh Jay Yang, Ahmet Okutan, Gordon Werner +3
Critical and sophisticated cyberattacks often take multitudes of reconnaissance, exploitations, and obfuscation techniques to penetrate through well protected enterprise networks.…