FloCon 2018 Presentations
Software Engineering Institute
These presentations were given at FloCon 2018, an annual event where attendees discuss the analysis of large volumes of traffic and showcase the next generation of flow-based analysis techniques.
Eliminating Barriers to Automated Tensor Analysis for Large-scale Flows
In this presentation, the author gives an introduction to tensor decompositions as a tool for network flow analysis, including insight into tensor methods as a rapidly evolving technology.Learn More
Multi-Dimensional Network Anomaly Detection with Machine Learning
By CounterFlow AI, Inc.
In this presentation, the authors introduce the state of the art in machine learning anomaly detection and give insight into techniques to limit the errors of statistical approaches.Learn More
Automated Detection and Analysis of IoT Network Traffic Through Distributed Open Source Sensors and Citizen Scientists
In this presentation, the author discusses securing the Internet of Things (IoT) through network based detection leveraging low cost distributed sensing, machine learning and citizen scientists.Learn More
CyGraph: Big-Data Graph Analysis For Cybersecurity and Mission Resilience
In this presentation, the author discusses CyGrap, a methodology and tool for improving network security posture, maintaining situational awareness in the face of cyberattacks, and focusing on protection of mission-critical …Learn More