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05/23/2022
CELEST: Federated Learning for Globally Coordinated Threat Detection
The cyber-threat landscape has evolved tremendously in recent years, wit...
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12/27/2021
PORTFILER: Port-Level Network Profiling for Self-Propagating Malware Detection
Recent self-propagating malware (SPM) campaigns compromised hundred of t...
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11/30/2021
Living-Off-The-Land Command Detection Using Active Learning
In recent years, enterprises have been targeted by advanced adversaries ...
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04/23/2021
Collaborative Information Sharing for ML-Based Threat Detection
Recently, coordinated attack campaigns started to become more widespread...
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08/01/2019
The House That Knows You: User Authentication Based on IoT Data
Home-based Internet of Things (IoT) devices have gained in popularity an...
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07/10/2019