8 citations · 14 across the 4 of their papers we have counts for
4 papers
Democratizing ML for Enterprise Security: A Self-Sustained Attack Detection Framework
Sadegh Momeni, Ge Zhang, Birkett Huber +4
Despite advancements in machine learning for security, rule-based detection remains prevalent in Security Operations Centers due to the resource intensiveness and skill gap associa…
Facade: High-Precision Insider Threat Detection Using Deep Contextual Anomaly Detection
Alex Kantchelian, Casper Neo, Ryan Stevens +10
Insiders with privileged access have the power to cause great harm to their organization. Even a single insider threat incident can be catastrophic, resulting in both financial los…
Attack Analysis Results for Adversarial Engagement 1 of the DARPA Transparent Computing Program
Birhanu Eshete, Rigel Gjomemo, Md Nahid Hossain +5
This report presents attack analysis results of the first adversarial engagement event stream for the first engagement of the DARPA TC program conducted in October 2016. The analys…
Fast Memory-efficient Anomaly Detection in Streaming Heterogeneous Graphs
Emaad A. Manzoor, Sadegh Momeni, Venkat N. Venkatakrishnan +1
Given a stream of heterogeneous graphs containing different types of nodes and edges, how can we spot anomalous ones in real-time while consuming bounded memory? This problem is mo…