2 papers
cs.LG2019
Graph Node Embeddings using Domain-Aware Biased Random Walks
Sourav Mukherjee, Tim Oates, Ryan Wright
The recent proliferation of publicly available graph-structured data has sparked an interest in machine learning algorithms for graph data. Since most traditional machine learning…
cs.CR2019
A baseline for unsupervised advanced persistent threat detection in system-level provenance
Ghita Berrada, Sidahmed Benabderrahmane, James Cheney +4
Advanced persistent threats (APT) are stealthy, sophisticated, and unpredictable cyberattacks that can steal intellectual property, damage critical infrastructure, or cause million…