A Novel Differential Game Model-Based Intrusion Response Strategy in Fog Computing

Fog computing is an emerging network paradigm. Due to its characteristics (e.g., geo-location and constrained resource), fog computing is subject to a broad range of security threats. Intrusion detection system (IDS) is an essential security technology to deal with the security threats in fog comput...

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Main Authors:	Xingshuo An, Fuhong Lin, Shenggang Xu, Li Miao, Chao Gong
Format:	Article
Language:	English
Published:	Hindawi-Wiley 2018-01-01
Series:	Security and Communication Networks
Online Access:	http://dx.doi.org/10.1155/2018/1821804

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spelling	doaj-da044063ae96443982b518a705b89eed2020-11-25T00:53:35ZengHindawi-WileySecurity and Communication Networks1939-01141939-01222018-01-01201810.1155/2018/18218041821804A Novel Differential Game Model-Based Intrusion Response Strategy in Fog ComputingXingshuo An0Fuhong Lin1Shenggang Xu2Li Miao3Chao Gong4School of Computer and Communication Engineering, University of Science and Technology Beijing (USTB), Beijing 100083, ChinaSchool of Computer and Communication Engineering, University of Science and Technology Beijing (USTB), Beijing 100083, ChinaSchool of Computer and Communication Engineering, University of Science and Technology Beijing (USTB), Beijing 100083, ChinaSchool of Computer and Communication Engineering, University of Science and Technology Beijing (USTB), Beijing 100083, ChinaSchool of Computer and Communication Engineering, University of Science and Technology Beijing (USTB), Beijing 100083, ChinaFog computing is an emerging network paradigm. Due to its characteristics (e.g., geo-location and constrained resource), fog computing is subject to a broad range of security threats. Intrusion detection system (IDS) is an essential security technology to deal with the security threats in fog computing. We have introduced a fog computing IDS (FC-IDS) framework in our previous work. In this paper, we study the optimal intrusion response strategy in fog computing based on the FC-IDS scheme proposed in our previous work. We postulate the intrusion process in fog computing and describe it with a mathematical model based on differential game theory. According to this model, the optimal response strategy is obtained corresponding to the optimal intrusion strategy. Theoretical analysis and simulation results demonstrate that our security model can effectively stabilize the intrusion frequency of the invaders in fog computing.http://dx.doi.org/10.1155/2018/1821804
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Xingshuo An Fuhong Lin Shenggang Xu Li Miao Chao Gong
spellingShingle	Xingshuo An Fuhong Lin Shenggang Xu Li Miao Chao Gong A Novel Differential Game Model-Based Intrusion Response Strategy in Fog Computing Security and Communication Networks
author_facet	Xingshuo An Fuhong Lin Shenggang Xu Li Miao Chao Gong
author_sort	Xingshuo An
title	A Novel Differential Game Model-Based Intrusion Response Strategy in Fog Computing
title_short	A Novel Differential Game Model-Based Intrusion Response Strategy in Fog Computing
title_full	A Novel Differential Game Model-Based Intrusion Response Strategy in Fog Computing
title_fullStr	A Novel Differential Game Model-Based Intrusion Response Strategy in Fog Computing
title_full_unstemmed	A Novel Differential Game Model-Based Intrusion Response Strategy in Fog Computing
title_sort	novel differential game model-based intrusion response strategy in fog computing
publisher	Hindawi-Wiley
series	Security and Communication Networks
issn	1939-0114 1939-0122
publishDate	2018-01-01
description	Fog computing is an emerging network paradigm. Due to its characteristics (e.g., geo-location and constrained resource), fog computing is subject to a broad range of security threats. Intrusion detection system (IDS) is an essential security technology to deal with the security threats in fog computing. We have introduced a fog computing IDS (FC-IDS) framework in our previous work. In this paper, we study the optimal intrusion response strategy in fog computing based on the FC-IDS scheme proposed in our previous work. We postulate the intrusion process in fog computing and describe it with a mathematical model based on differential game theory. According to this model, the optimal response strategy is obtained corresponding to the optimal intrusion strategy. Theoretical analysis and simulation results demonstrate that our security model can effectively stabilize the intrusion frequency of the invaders in fog computing.
url	http://dx.doi.org/10.1155/2018/1821804
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A Novel Differential Game Model-Based Intrusion Response Strategy in Fog Computing

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