Endpoint security solution using machine learning for threat detection on laptops and desktops.
Project Amulet is an open-source host-based intrusion detection and prevention system developed by researchers at North Carolina State University. It provides endpoint protection and detection capabilities for laptops and desktops using machine learning techniques.
Amulet analyzes system activity such as process behavior, file activity, registry changes, and network connections to develop a baseline of normal behavior. It then uses machine learning algorithms to detect anomalies and potential threats. When a threat is detected, Amulet can take actions such as terminating the process, quarantining files, or blocking network connections.
Key features of Project Amulet include:
As an open-source project, Amulet is free to use and the code is publicly available for community contribution. It runs on Windows platforms and provides protection without significant impact on system performance.
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