CELEST: Federated Learning for Globally Coordinated Threat Detection.
CoRR, 2022
Collaborative Information Sharing for ML-Based Threat Detection.
CoRR, 2021
Living-Off-The-Land Command Detection Using Active Learning.
Proceedings of the RAID '21: 24th International Symposium on Research in Attacks, 2021
PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection.
Proceedings of the IEEE Conference on Communications and Network Security, 2021
The House That Knows You: User Authentication Based on IoT Data.
CoRR, 2019
On Designing Machine Learning Models for Malicious Network Traffic Classification.
CoRR, 2019
The House That Knows You: User Authentication Based on IoT Data.
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018