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CSIAC

Cyber Security and Information Systems Information Analysis Center

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/ Anomaly Detection

Topic: Anomaly Detection

On a recent email there was instruction to "Check out CSIAC's other Risk Management Framework (RMF) resources." The link in the button incorrectly went to this page. If you are looking for the RMF Resources, please go here: https://www.csiac.org/tag/risk-management-framework-rmf/

CSIAC Webinar

Democratize Anomaly Detection Technologies: Challenges, Advances, and Opportunities

Posted: 05/16/2017 | Presenter: Danfeng (Daphne) Yao | Leave a Comment

The mature signature-based intrusion detection technology has been the first line of defense in the cyberspace. However, due to the perpetual cat-and-mouse game and asymmetry natures of cybersecurity, high-risk assets susceptible to advanced persistent threats need to be equipped with proactive defense mechanisms, beyond the conventional reactive Read More

Journal Article

Security of Cyber-Physical Systems

Published in Journal of Cyber Security and Information Systems
Volume: 5 Number: 1 - Cyber Science & Technology at the Army Research Laboratory (ARL)

Author: Dr. Edward Colbert
Posted: 01/26/2017 | Leave a Comment

Cyber Physical Systems (CPSs) are electronic control systems that control physical machines such as motors and valves in an industrial plant. In a networked environment, the security of the physical machines depends on the security of the electronic control systems, but cybersecurity is not typically the main design concern. The main concern for CPSs is the Read More

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Journal Article

Machine Learning and Network Intrusion Detection: Results from Grammatical Inference

Published in Journal of Cyber Security and Information Systems
Volume: 5 Number: 1 - Cyber Science & Technology at the Army Research Laboratory (ARL)

Author: Dr. Richard Harang
Posted: 01/23/2017 | Leave a Comment

Machine learning for network intrusion detection is an area of ongoing and active research (see references in [1] for a representative selection), however nearly all results in this area are empirical in nature, and despite the significant amount of work that has been performed in this area, very few such systems have received nearly the widespread support Read More

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Journal Article

The Cyber Security Collaborative Research Alliance: Unifying Detection, Agility, and Risk in Mission-Oriented Cyber Decision Making

Published in Journal of Cyber Security and Information Systems
Volume: 5 Number: 1 - Cyber Science & Technology at the Army Research Laboratory (ARL)

Authors: Patrick McDaniel and Ananthram Swami
Posted: 01/23/2017 | Leave a Comment

Abstract: For military networks and systems, the cyber domain is ever-increasingly contested and congested space. Defenders of these systems must fight through adversary action in complex tactical and strategic environments. Just now completing its third year, the Cyber-Security Collaborative Research Alliance has sought to develop approaches for Read More

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