CyKick Labs develops solutions to defend major organizations against web application attacks. Its premier product, Telepath, employs web behavioral analysis powered by advanced machine learning algorithms and big data analytics. Telepath is able to independently detect and stop online fraud attempts, automated attacks, and hacker assaults on web applications. It also enhances security analysts productivity by presenting a high-level overview of a web applications current security posture along with capabilities to drill down quickly into the details. Telepath utilizes several proprietary and patent-pending machine learning algorithms to analyze various aspects of user behavior. It automatically constructs an in-memory model of normal behavior, then employs this model as well as its built-in rules and malicious IP reputation knowledge base to risk score each use session in real time. Suspicious activity can be actively blocked according to administrator-defined policy, and user activity is also recorded and stored for further analysis. The result is the immediate prevention of sophisticated, distributed attacks complemented by full forensic investigative capabilities.
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