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Information superiority is identified as an Air Force core competency and is recognized as a key enabler for the success of future missions. Information protection and information assurance are vital components required for achieving superiority in the Infosphere, but these goals are threatened by the exponential birth rate of new computer viruses. The increased global interconnectivity that is empowering advanced information systems is also increasing the spread of malicious code and current anti-virus solutions are quickly becoming overwhelmed by the burden of capturing and classifying new viral stains. To overcome this problem, a distributed computer virus immune system (CVIS) based on biological strategies is developed. The biological immune system (BIS) offers a highly parallel defense-in-depth solution for detecting and eliminating foreign invaders. Each component of the BIS can be viewed as an autonomous agent. Only through the collective actions of this multi-agent system can non-self entities be detected and removed from the body. This research develops a model of the BIS and utilizes software agents to implement a CVIS. The system design validates that agents are an effective methodology for the construction of an artificial immune system largely because the biological basis for the architecture can be described as a system of collaborating agents. The distributed agent architecture provides support for detection and management capabilities that are unavailable in current anti-virus solutions. However, the slow performance of the Java and the Java Shared Data Toolkit implementation indicate the need for a compiled language solution and the importance of understanding the performance issues in agent system design. The detector agents are able to distinguish self from non-self within a probabilistic error rate that is tunable through the proper selection of system parameters. This research also shows that by fighting viruses using an immune system mod
This research investigates the development of a distributed computer virus immune system (CVIS) inspired by biological defense mechanisms to combat the growing threat of new computer viruses. The author, from the Air Force Institute of Technology, addresses the inadequacy of current anti-virus solutions overwhelmed by the rapid proliferation of malicious code. The proposed CVIS models the biological immune system's parallel defense-in-depth strategy, utilizing software agents as autonomous components. This approach aims to provide superior detection and management capabilities by enabling collaborative action among agents to identify and neutralize foreign entities within a system.
The research presents a novel approach to cybersecurity by drawing parallels between biological and computer immune systems. The proposed distributed agent architecture offers a promising direction for enhancing virus detection and management beyond the limitations of existing anti-virus software. While the Java implementation highlighted performance challenges, the core concept of a collaborative, agent-based defense system is validated. The study underscores the importance of agent system design and the potential for tunable probabilistic error rates in distinguishing malicious code from legitimate system processes.
Page Count:
206
Publication Date:
2025-05-22
Publisher:
Creative Media Partners, LLC
ISBN-10:
1025082079
ISBN-13:
9781025082073
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