research
∙
06/02/2023
Poisoning Network Flow Classifiers
As machine learning (ML) classifiers increasingly oversee the automated ...
share
research
∙
08/05/2022
Modeling Self-Propagating Malware with Epidemiological Models
Self-propagating malware (SPM) has recently resulted in large financial ...
research
∙
06/27/2022
Cyber Network Resilience against Self-Propagating Malware Attacks
Self-propagating malware (SPM) has led to huge financial losses, major d...
research
∙
05/23/2022
CELEST: Federated Learning for Globally Coordinated Threat Detection
The cyber-threat landscape has evolved tremendously in recent years, wit...
research
∙
12/27/2021
PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection
Recent self-propagating malware (SPM) campaigns compromised hundred of t...
research
∙
04/23/2021
Collaborative Information Sharing for ML-Based Threat Detection
Recently, coordinated attack campaigns started to become more widespread...
research
∙
07/10/2019