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Security Investment in Contagious Networks
Seyed Alireza Hasheminasab1, Behrouz Tork Ladani1
1Department of Computer Engineering, University of Isfahan, Isfahan, Iran.
System security risks spread through networks, necessitating investment in link security. This game-theoretic model optimizes security investments for interconnected systems, ensuring cost-effective decisions for rational players.
Area of Science:
- Computer Science
- Network Security
- Game Theory
Background:
- System security is interdependent, with risks propagating through vulnerable network links.
- Investments in interconnecting link security can mitigate overall system risks.
Purpose of the Study:
- To propose a game-theoretic model for optimizing security investments in interconnected network nodes.
- To analyze the direct and indirect influences of security investments on network-wide risks.
Main Methods:
- Developed a game model where each node calculates optimal security investment based on assets, vulnerabilities, threats, and budget.
- Considered nonlinear influences of one node's investment on others' risks.
- Proved the existence and uniqueness of the Nash equilibrium for the proposed game.
Main Results:
- The model determines optimal security investment levels for individual nodes within a network.
- Analysis shows that perfectly rational players, using the proposed utility function, make more cost-effective security investment decisions.
- Demonstrated that considering other players' investment effects leads to better outcomes.
Conclusions:
- The game-theoretic approach provides a framework for effective security investment in interdependent systems.
- Rational decision-making, considering network effects, is crucial for maximizing the cost-effectiveness of security measures.
- The model is applicable to various information systems and network security scenarios.
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