Topic: Cyber Data Analytics

ML-driven binary analysis pipeline enhances software quality assurance

Presented last fall at a conference, a new approach to software binary analysis incorporates large-scale training data and hierarchical embeddings.

News Item
AI/ML | Compiler Technology | Cyber Data Analytics | Cyber Operations | Cyber Security | Data Science | Deep Learning | HPC Systems and Software | Natural Language Processing | Open-Source Software | Software Engineering | Software Quality Assurance

Patent applies machine learning to industrial control systems

A novel ML method discovers and predicts key data about networked devices.

News Item
Critical Infrastructure | Cyber Data Analytics | Cyber Security | Data Science | Deep Learning | Natural Language Processing | Network Engineering

Deterrence in Cyberspace

LLNL’s cyber programs work across a broad sponsor space to develop technologies addressing sophisticated cyber threats directed at national security and civilian critical infrastructure.

Project
AI/ML | Computational Science | Critical Infrastructure | Cyber Data Analytics | Cyber Incident Response | Cyber Information Assurance | Cyber Operations | Cyber Research | Cyber Security | Data Science | Information Technology | Network Engineering