Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features.
CoRR, 2023
Evading Provenance-Based ML Detectors with Adversarial System Actions.
Proceedings of the 32nd USENIX Security Symposium, 2023
Profiling Deep Learning Workloads at Scale using Amazon SageMaker.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
PropInit: Scalable Inductive Initialization for Heterogeneous Graph Neural Networks.
Proceedings of the IEEE International Conference on Knowledge Graph, 2022