Behavioral biometrics for verification and recognition of malicious software agents

Roman V. Yampolskiy; Venu Govindaraju

doi:10.1117/12.773554

16 April 2008 Behavioral biometrics for verification and recognition of malicious software agents

Roman V. Yampolskiy, Venu Govindaraju

Author Affiliations +

Proceedings Volume 6943, Sensors, and Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense VII; 694303 (2008) https://doi.org/10.1117/12.773554
Event: SPIE Defense and Security Symposium, 2008, Orlando, Florida, United States

Abstract

Homeland security requires technologies capable of positive and reliable identification of humans for law enforcement, government, and commercial applications. As artificially intelligent agents improve in their abilities and become a part of our everyday life, the possibility of using such programs for undermining homeland security increases. Virtual assistants, shopping bots, and game playing programs are used daily by millions of people. We propose applying statistical behavior modeling techniques developed by us for recognition of humans to the identification and verification of intelligent and potentially malicious software agents. Our experimental results demonstrate feasibility of such methods for both artificial agent verification and even for recognition purposes.

Citation Download Citation

Roman V. Yampolskiy and Venu Govindaraju "Behavioral biometrics for verification and recognition of malicious software agents", Proc. SPIE 6943, Sensors, and Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense VII, 694303 (16 April 2008); https://doi.org/10.1117/12.773554

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

;

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE