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- Detects and responds to threats in real-time, reducing data breach risks.
- Enhances detection accuracy with adaptive learning, countering evolving cyber risks.
- Integrates seamlessly with existing networks, ensuring cost-effective security improvements
OVERVIEW
Georgetown University’s invention fortifies network security by integrating advanced algorithms with real-time monitoring to detect, analyze, and respond to malicious activities. Conventional security systems frequently fail to prevent the capture of sensitive data, as hackers can transfer data out of the network rapidly before breaches are discovered. This dynamic system adapts to emerging threats by differentiating the rapid access patterns of hackers from normal users and administrators, ensuring robust protection against sophisticated cyber-attacks. For example, a company can deploy this system to continuously monitor and safeguard their network infrastructure, minimizing the risk of unauthorized access and data theft without disrupting normal operations.
BACKGROUND
As cyber threats advance and digital ecosystems expand, traditional security solutions struggle against advanced persistent threats and zero-day exploits. The market demands real-time threat detection and response. Georgetown's system leverages adaptive learning technologies to improve threat detection accuracy while minimizing manual intervention. With the rise in data breaches across industries, this invention's proactive and adaptive approach marks a significant advancement, addressing the shortcomings of conventional security measures and offering robust protection against modern cyber threats.
Benefit
Market Application
Publications
US Utility Patent No. 9,483,640, CONT. No. 10,146,705, CONT. No. 10,482,037
Our mission is to advance GU’s innovations through strategic alliances and new venture creation, to facilitate the translation of research breakthroughs into tangible solutions, and to cultivate a dynamic and inclusive environment for entrepreneurship. We advance this mission in support of the GU community and for the benefit of society.
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