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On-line Access: 2024-12-20

Received: 2024-04-02

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Frontiers of Information Technology & Electronic Engineering 

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Output difference feedback and systembenefit control based dynamic heterogeneous redundancy a rchitecture


Author(s):  Sisi SHAO, Zhibo HE, Shangdong LIU, Weili ZHANG, Fei WU, Fukang ZENG, June ZUO, Longfei ZHOU, Yukun NIU, Yimu JI

Affiliation(s):  School of Internet of Things, Nanjing University of Posts and Telecommunications, Nanjing 210023, China; more

Corresponding email(s):  jiym@njupt.edu.cn

Key Words:  Mimic defense; Adjudication mechanism; Scheduling strategy; Executor output difference; System benefit


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Sisi SHAO, Zhibo HE, Shangdong LIU, Weili ZHANG, Fei WU, Fukang ZENG, June ZUO, Longfei ZHOU, Yukun NIU, Yimu JI. Output difference feedback and systembenefit control based dynamic heterogeneous redundancy a rchitecture[J]. Frontiers of Information Technology & Electronic Engineering,in press.https://doi.org/10.1631/FITEE.2400251

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author="Sisi SHAO, Zhibo HE, Shangdong LIU, Weili ZHANG, Fei WU, Fukang ZENG, June ZUO, Longfei ZHOU, Yukun NIU, Yimu JI",
journal="Frontiers of Information Technology & Electronic Engineering",
year="in press",
publisher="Zhejiang University Press & Springer",
doi="https://doi.org/10.1631/FITEE.2400251"
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Abstract: 
Mimic active defense technology effectively disrupts attack routes and reduces the probability of successful attacks by using dynamic heterogeneous redundancy (DHR) architecture. However, current approaches often overlook the adaptability of the adjudication mechanism in complex and variable network environments, focusing primarily on system security while neglecting performance considerations. To address these gaps, we propose an output difference feedback and system benefit control based DHR architecture. The architecture introduces an adjudication mechanism based on output difference feedback, which enhances adaptability by factoring in the impact of each executor's output deviation on the global decision. Additionally, the architecture designs a scheduling strategy based on system benefit, which models the quality of service and switching overhead as a bi-objective optimization problem, balancing security with reduced computational costs and system overhead. Simulation experimental results demonstrate that our architecture improves the adaptability towards different network environments, and effectively reduces the attack success rate and average failure rate.

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