Confidence Skewing Problem and Its Correction Method in Mimic Arbitration Mechanism

Chinese Journal of ElectronicsVolume 29, Issue 3 p. 547-553 ArticleFree Access Confidence Skewing Problem and Its Correction Method in Mimic Arbitration Mechanism Wei GUO, Wei GUO PLA Strategic Support Force Information Engineering University, Zhengzhou, 450002 ChinaSearch for more papers by this authorFan ZHANG, Corresponding Author Fan ZHANG 17034203@qq.com PLA Strategic Support Force Information Engineering University, Zhengzhou, 450002 ChinaSearch for more papers by this authorZhaoqi WU, Zhaoqi WU PLA Strategic Support Force Information Engineering University, Zhengzhou, 450002 ChinaSearch for more papers by this authorJin WEI, Jin WEI School of Computer Science, Fudan University, Shanghai, 200433 ChinaSearch for more papers by this authorJiangxing WU, Jiangxing WU PLA Strategic Support Force Information Engineering University, Zhengzhou, 450002 China School of Computer Science, Fudan University, Shanghai, 200433 ChinaSearch for more papers by this authorWenle ZHOU, Wenle ZHOU The Institute of North Electronic Equipment, Beijing, 100083 ChinaSearch for more papers by this author Wei GUO, Wei GUO PLA Strategic Support Force Information Engineering University, Zhengzhou, 450002 ChinaSearch for more papers by this authorFan ZHANG, Corresponding Author Fan ZHANG 17034203@qq.com PLA Strategic Support Force Information Engineering University, Zhengzhou, 450002 ChinaSearch for more papers by this authorZhaoqi WU, Zhaoqi WU PLA Strategic Support Force Information Engineering University, Zhengzhou, 450002 ChinaSearch for more papers by this authorJin WEI, Jin WEI School of Computer Science, Fudan University, Shanghai, 200433 ChinaSearch for more papers by this authorJiangxing WU, Jiangxing WU PLA Strategic Support Force Information Engineering University, Zhengzhou, 450002 China School of Computer Science, Fudan University, Shanghai, 200433 ChinaSearch for more papers by this authorWenle ZHOU, Wenle ZHOU The Institute of North Electronic Equipment, Beijing, 100083 ChinaSearch for more papers by this author First published: 01 May 2020 https://doi.org/10.1049/cje.2020.03.010AboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text accessShare full-text accessPlease review our Terms and Conditions of Use and check box below to share full-text version of article.I have read and accept the Wiley Online Library Terms and Conditions of UseShareable LinkUse the link below to share a full-text version of this article with your friends and colleagues. Learn more.Copy URL Share a linkShare onFacebookTwitterLinked InRedditWechat Abstract Arbitration mechanism is the core element of Cyberspace mimic defense (CMD) scheme, providing the security effect of exception perception and exception shielding for the protected system. The existing arbitration methods confront the problem of confidence skewing caused by attack changes when calculating confidence. This paper proposes a correction method for confidence calculation based on Logistic function (Lcorrection). The method makes a grading on influence for different historical periods and filters the noise of fioverheatingfl exception outputs so that the confidence calculation process can adapt to the attack changes in real applications. The evaluations show that the L-correction can adequately handle the confidence skewing and skewingbased confidence cheating, improving the security of mimic arbitration mechanism. Volume29, Issue3May 2020Pages 547-553 RelatedInformation