Cuong T. Do
Charles A. Kamhoua
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Abstract
In this survey, we review the existing game-theoretic approaches for cyber security and privacy issues, categorizing their application into two classes, security and privacy. To show how game theory is utilized in cyberspace security and privacy, we select research regarding three main applications: cyber-physical security, communication security, and privacy. We present game models, features, and solutions of the selected works and describe their advantages and limitations from design to implementation of the defense mechanisms. We also identify some emerging trends and topics for future research. This survey not only demonstrates how to employ game-theoretic approaches to security and privacy but also encourages researchers to employ game theory to establish a comprehensive understanding of emerging security and privacy problems in cyberspace and potential solutions.
- Alfssandro Acquisti and Jens Grossklags. 2005. Privacy and rationality in individual decision making. IEEE Security 8 Privacy 3, 1 (Jan. 2005), 26--33. Google Scholar
Digital Library
- Rosa Karimi Adl, Mina Askari, Ken Barker, and Reihaneh Safavi-Naini. 2012. Privacy consensus in anonymization systems via game theory. In Proceedings of the 26th Annual IFIP WG Working Conference on Data and Applications Security and Privacy, Vol. 7371. 74--89. Google ScholarDigital Library
- Khajonpong Akkarajitsakul, Ekram Hossain, and Dusit Niyato. 2013. Cooperative packet delivery in hybrid wireless mobile networks: A coalitional game approach. IEEE Trans. Mobile Comput. 12, 5 (May 2013), 840--854. Google ScholarDigital Library
- Kalliopi Anastasopoulou, Theo Tryfonas, and Spyros Kokolakis. 2013. Strategic interaction analysis of privacy-sensitive end-users of cloud-based mobile apps. In Proceedings of Human Aspects of Information Security, Privacy, and Trust. 209--216.Google ScholarCross Ref
- Munnujahan Ara, Hugo Reboredo, Samah a. M. Ghanem, and Miguel R. D. Rodrigues. 2012. A zero-sum power allocation game in the parallel Gaussian wiretap channel with an unfriendly jammer. In Proceeding of the IEEE International Conference on Communication Systems (ICCS). 60--64.Google Scholar
- Gilad Asharov, Ran Canetti, and Carmit Hazay. 2011. Towards a game theoretic view of secure computation. In Proceedings of Advances in Cryptology (EUROCRYPT). 426--445. Google ScholarDigital Library
- Tamer Basar. 1995. H/sup/ control of large scale jump linear systems via averaging and aggregation. In Proceedings of the 1995 34th IEEE Conference on Decision and Control, Vol. 3. 2574--2579.Google Scholar
- Tamer Basar and Pierre Bernhard. 2008. H-infinity Optimal Control and Related Minimax Design Problems: A Dynamic Game Approach. Springer Science 8 Business Media.Google Scholar
- Harkeerat Singh Bedi, Sankardas Roy, and Sajjan Shiva. 2011. Game theory-based defense mechanisms against DDoS attacks on TCP/TCP-friendly flows. In Proceeding of IEEE Symposium on Computational Intelligence in Cyber Security (CICS). 129--136.Google ScholarCross Ref
- Jeremiah Blocki, Nicolas Christin, Anupam Datta, and Arunesh Sinha. 2012. Audit mechanisms for provable risk management and accountable data governance. In Proceedings of Decision and Game Theory for Security, GameSec. Vol. 7638, LNCS. Springer, 38--59.Google Scholar
- Stephan Bohacek, Joao Hespanha, Junsoo Lee, Chansook Lim, and Katia Obraczka. 2007. Game theoretic stochastic routing for fault tolerance and security in computer networks. IEEE Trans. Parallel Distrib. Syst. 18, 9 (Sep. 2007), 1227--1240. Google ScholarDigital Library
- S. Buchegger and J.-Y. Le Boudec. 2002. Nodes bearing grudges: Towards routing security, fairness, and robustness in mobile ad hoc networks. In Proceedings of the 10th Euromicro Workshop on Parallel, Distributed and Network-Based Processing. Google ScholarDigital Library
- Levente Buttyan and Jean-Pierre Hubaux. 2001. Nuglets: A Virtual Currency to Stimulate Cooperation in Self-organized Mobile Ad Hoc Networks. Technical Report.Google Scholar
- Bogdan Carbunar, Mahmudur Rahman, and Niki Pissinou. 2013. A survey of privacy vulnerabilities and defenses in geosocial networks. IEEE Commun. Mag. 51, 11 (Nov. 2013), 114--119.Google ScholarCross Ref
- Sivadon Chaisiri, Ryan K. L. Ko, and Dusit Niyato. 2015. A joint optimization approach to security-as-a-service allocation and cyber insurance management. In Proceedings of the 2015 IEEE Trustcom/BigDataSE/ISPA. IEEE, 426--433. Google ScholarDigital Library
- Pin-yu Chen, Shin-Ming Cheng, and Kwang-Cheng Chen. 2012. Smart attacks in smart grid communication networks. IEEE Commun. Mag. 50, 8 (Aug 2012), 24--29.Google Scholar
- Tingting Chen, Liehuang Wu, Fan Wu, and Sheng Zhong. 2011. Stimulating cooperation in vehicular ad hoc networks: A coalitional game theoretic approach. IEEE Trans. Vehic. Technol. 60, 2 (Feb 2011), 566--579.Google ScholarCross Ref
- Xiangqian Chen, Kia Makki, Kang Yen, and Niki Pissinou. 2009. Sensor network security: A survey. IEEE Commun. Surv. Tutor. 11, 2 (Jun 2009), 52--73. Google ScholarDigital Library
- Keywhan Chung, Charles A. Kamhoua, Kevin A. Kwiat, Zbigniew T. Kalbarczyk, and Ravishankar K. Iyer. 2016. Game theory with learning for cyber security monitoring. In Proceedings of the 2016 IEEE 17th International Symposium on High Assurance Systems Engineering (HASE). IEEE, 1--8. Google ScholarDigital Library
- CSIS. 2014. Significant Cyber Incidents Since 2006. Technical Report. Retrieved from http://csis.org/files/publication/131010.Google Scholar
- Tomáš Denemark and Jessica Fridrich. 2014. Detection of content adaptive LSB matching (a game theory approach). In Proceeding of IS8T/SPIE Electronic Imaging. International Society for Optics and Photonics.Google Scholar
- Brahim Djebaili, Christophe Kiennert, Jean Leneutre, and Lin Chen. 2014. Data integrity and availability verification game in untrusted cloud storage. In Proceedings of the Conference on Decision and Game Theory for Security (GameSec). 287--306.Google ScholarCross Ref
- Junqi Duan, Deyun Gao, Dong Yang, Chuan Foh, and Hsiao-Hwa Chen. 2014. An energy-aware trust derivation scheme with game theoretic approach in wireless sensor networks for IoT applications. IEEE Internet Things J. 1, 1 (may 2014), 58--69.Google ScholarCross Ref
- Rania El-Badry and Mohamed Younis. 2012. Providing location anonymity in a multi-base station wireless sensor network. In Proceedings of IEEE International Conference on Communications (ICC). 157--161.Google ScholarCross Ref
- AbdelRahman Eldosouky, Walid Saad, Charles Kamhoua, and Kevin Kwiat. 2015. Contract-theoretic resource allocation for critical infrastructure protection. In Proceedings of the 2015 IEEE Global Communications Conference (GLOBECOM’15). IEEE, 1--6.Google ScholarCross Ref
- Mark Felegyhazi, J.-P. Hubaux, and Levente Buttyan. 2006. Nash equilibria of packet forwarding strategies in wireless ad hoc networks. IEEE Trans. Mobile Comput. 5, 5 (May 2006), 463--476. Google ScholarDigital Library
- Axel Franzen and Sonja Pointner. 2012. Anonymity in the dictator game revisited. J. Econ. Behav. Organiz. 81, 1 (Jan 2012), 74--81.Google ScholarCross Ref
- Julien Freudiger, Mohammad Hossein Manshaei, Jean-Pierre Hubaux, and David C. Parkes. 2009. On non-cooperative location privacy: A game-theoretic analysis. In Proceedings of the 16th ACM Conference on Computer and Communications Security. 324--337. Google ScholarDigital Library
- Georg Fuchsbauer, Jonathan Katz, and David Naccache. 2010. Efficient rational secret sharing in standard communication networks. In Proceeding of the 7th Theory of Cryptography Conference, Vol. 5978 LNCS. 419--436. Google ScholarDigital Library
- Neal Fultz and Jens Grossklags. 2009. Blue versus red: Towards a model of distributed security attacks. In Proceeding of Financial Cryptography and Data Security. Springer, Berlin, 167--183. Google ScholarDigital Library
- Evrim Furuncu and Ibrahim Sogukpinar. 2015. Scalable risk assessment method for cloud computing using game theory (CCRAM). Comput. Stand. Interf. 38 (Feb. 2015), 44--50. Google ScholarDigital Library
- Tirthankar Ghosh, Niki Pissinou, and Kia Makki. 2004. Collaborative trust-based secure routing against colluding malicious nodes in multi-hop ad hoc networks. In Proceeding of the 29th Annual IEEE International Conference on Local Computer Networks. 224--231. Google ScholarDigital Library
- Ronen Gradwohl, Noam Livne, and Alon Rosen. 2013. Sequential rationality in cryptographic protocols. ACM Trans. Econ. Comput. 1, 1 (Jan. 2013), 1--37. Google ScholarDigital Library
- Christopher Griffin and Anna Squicciarini. 2012. Toward a game theoretic model of information release in social media with experimental results. In Proceedings of the IEEE Symposium on Security and Privacy Workshops. 113--116. Google ScholarDigital Library
- Adam Groce and Jonathan Katz. 2012. Fair computation with rational players. In Proceeding of Advances in Cryptology (EUROCRYPT’12), Vol. 7237 LNCS. 81--98. Google ScholarDigital Library
- Abhishek Gupta, Cedric Langbort, and Tamer Basar. 2010. Optimal control in the presence of an intelligent jammer with limited actions. In Proceeding of the 49th IEEE Conference on Decision and Control (CDC). 1096--1101.Google ScholarCross Ref
- Mohamed Hamdi and Habtamu Abie. 2014. Game-based adaptive security in the internet of things for ehealth. In Proceeding of IEEE International Conference on Communications. 920--925.Google ScholarCross Ref
- Yi Han, Tansu Alpcan, Jeffrey Chan, Christopher Leckie, and Benjamin I. P. Rubinstein. 2016. A game theoretical approach to defend against co-resident attacks in cloud computing: Preventing co-residence using semi-supervised learning. IEEE Trans. Inf. Forens. Secur. 11, 3 (Mar. 2016), 556--570.Google ScholarDigital Library
- Yezekael Hayel and Quanyan Zhu. 2015. Attack-aware cyber insurance for risk sharing in computer networks. In Proceedings of the 6th International Conference, GameSec 2015. 22--34.Google ScholarCross Ref
- Fei He, Jun Zhuang, Nageswara S. V. Rao, Chris Y. T. Ma, and David K. Y. Yau. 2013. Game-theoretic resilience analysis of cyber-physical systems. In Proceedings of the 2013 IEEE 1st International Conference on Cyber-Physical Systems, Networks, and Applications (CPSNA) (Aug. 2013), 90--95.Google ScholarCross Ref
- Fei He, Jun Zhuang, and United States. 2012. Game-theoretic analysis of attack and defense in cyber-physical network infrastructures. In Proceedings of the Industrial and Systems Engineering Research Conference.Google Scholar
- Walter Houser. 2015. Could what happened to sony happen to us? IT Prof. 17, 2 (2015), 54--57.Google ScholarDigital Library
- IDC and NUS. 2014. The Link between Pirated Software and Cybersecurity Breaches. Technical Report. Retrieved from http://news.microsoft.com/download/presskits/dcu/docs/idc.Google Scholar
- Anil Jade, Sanjay Kumar Madria, and Mark Linderman. 2009. Incentive based routing protocol for mobile peer to peer networks. In Proceeding of the 10th International Conference on Mobile Data Management: Systems, Services and Middleware. 285--292. Google ScholarDigital Library
- Maha Jebalia, Asma Ben Letaifa, Mohamed Hamdi, and Sami Tabbane. 2014. A revocation game model for secure cloud storage. In Proceeding of IEEE International Conference on High Performance Computing 8 Simulation (HPCS). 1016--1017.Google ScholarCross Ref
- Zhu Ji, Wei Yu, and K. J. Ray Liu. 2006. Cooperation enforcement in autonomous MANETs under noise and imperfect observation. In Proceeding of the 3rd Annual IEEE Communications Society on Sensor and Ad Hoc Communications and Networks. 460--468.Google Scholar
- Zhu Ji, Wei Yu, and K. J. Ray Liu. 2010. A belief evaluation framework in autonomous MANETs under noisy and imperfect observation: Vulnerability analysis and cooperation enforcement. IEEE Trans. Mobile Comput. 9, 9 (Sep. 2010), 1242--1254. Google ScholarDigital Library
- Xinyu Jin, Niki Pissinou, Sitthapon Pumpichet, Charles A. Kamhoua, and Kevin A. Kwiat. 2013. Modeling cooperative, selfish and malicious behaviors for trajectory privacy preservation using bayesian game theory. In Proceeding of the 38th Annual IEEE Conference on Local Computer Networks. Sydney, 835--842.Google Scholar
- Benjamin Johnson, Rainer Bohme, and Jens Grossklags. 2011. Security games with market insurance. In Proceedings of 2nd International Conference on Decision and Game Theory for Security. 117--130. Google ScholarDigital Library
- Benjamin Johnson, Pascal Schöttle, and Rainer Böhme. 2012. Where to hide the bits? In Proceedings of the Decision and Game Theory for Security, GameSec, Vol. 7638 LNCS. 1--17.Google ScholarCross Ref
- Daniel Kahneman. 2003. Maps of bounded rationality: Psychology for behavioral economics. Am. Econ. Rev. 93, 5 (Nov. 2003), 1449--1475.Google ScholarCross Ref
- M. Kaliappan and B. Paramasivan. 2015. Enhancing secure routing in mobile ad hoc networks using a dynamic bayesian signalling game model. Comput. Electr. Eng. 41, 1 (Jan. 2015), 301--313. Google ScholarDigital Library
- Charles Kamhoua, Andrew Martin, Deepak K. Tosh, Kevin A. Kwiat, Chad Heitzenrater, and Shamik Sengupta. 2015. Cyber-threats information sharing in cloud computing: A game theoretic approach. In Proceedings of the 2015 IEEE 2nd International Conference on Cyber Security and Cloud Computing. IEEE, 382--389. Google ScholarDigital Library
- Charles A. Kamhoua, A. Ruan, A. Martin, and K. A. Kwiat. 2015. On the feasibility of an open-implementation cloud infrastructure: A game theoretic analysis. In Proceedings of the 2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing (UCC). 217--226.Google Scholar
- Charles A. Kamhoua, Patrick Hurley, Kevin A. Kwiat, and Joon S. Park. 2012a. Resilient voting mechanisms for mission survivability in cyberspace: Combining replication and diversity. Int. J. Netw. Secur. Appl. 4, 4 (Jul. 2012), 1--20.Google Scholar
- Charles A. Kamhoua, Kevin Kwiat, and Joon S. Park. 2012b. A game theoretic approach for modeling optimal data sharing on online social networks. In Proceedings of the 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE). 1--6.Google Scholar
- Charles A. Kamhoua, Kevin A. Kwiat, Mainak Chatterjee, Joon S. Park, and Patrick Hurley. 2013. Survivability in cyberspace using diverse replicas a game theoretic approach. J. Inf. Warfare 12, 2 (Jul. 2013), 27--40.Google Scholar
- Charles A. Kamhoua, Kevin A. Kwiat, and Joon S. Park. 2012c. Surviving in cyberspace: A game theoretic approach. J. Commun. 7, 6 (Jun. 2012), 436--450.Google ScholarCross Ref
- Charles A. Kamhoua, Luke Kwiat, Kevin A. Kwiat, Joon S. Park, Ming Zhao, and Manuel Rodriguez. 2014. Game theoretic modeling of security and interdependency in a public cloud. In Proceedings of the IEEE 7th International Conference on Cloud Computing. 514--521. Google ScholarDigital Library
- Charles A. Kamhoua and Niki Pissinou. 2010. Mitigating selfish misbehavior in multi-hop networks using stochastic game theory. In Proceedings of the IEEE Local Computer Network Conference. 232--235. Google ScholarDigital Library
- Charles A. Kamhoua, Niki Pissinou, Alan Busovaca, and Kia Makki. 2010. Belief-free equilibrium of packet forwarding game in ad hoc networks under imperfect monitoring. In Proceedings of the International Performance Computing and Communications Conference. 315--324.Google Scholar
- Charles A. Kamhoua, Niki Pissinou, and Kia Makki. 2011. Game theoretic modeling and evolution of trust in autonomous multi-hop networks: Application to network security and privacy. In Proceedings of the IEEE International Conference on Communications (ICC). 1--6.Google ScholarCross Ref
- Charles A. Kamhoua, Niki Pissinou, Kia Makki, Kevin Kwiat, and S. Sitharama Iyengar. 2012. Game theoretic analysis of users and providers behavior in network under scarce resources. In Proceeding of the International Conference on Computing, Networking and Communications (ICNC). 1149--1155.Google Scholar
- Charles A. Kamhoua, Niki Pissinou, and S. Kami Makki. 2010. Game theoretic analysis of cooperation in autonomous multi hop networks: The consequences of unequal traffic load. In Proceedings of the IEEE Globecom Workshops. 1973--1978.Google Scholar
- Charles A. Kamhoua, Manuel Rodriguez, and Kevin A. Kwiat. 2014. Testing for hardware trojans: A game-theoretic approach. In Proceedings of the 5th GameSec (Lecture Notes in Computer Science), Vol. 8840. Cham, 360--369.Google Scholar
- Charles A. Kamhoua, Hong Zhao, Manuel Rodriguez, and Kevin A. Kwiat. 2016. A game-theoretic approach for testing for hardware trojans. IEEE Trans. Multi-Scale Comput. Syst. 2, 3 (Jul. 2016), 199--210.Google Scholar
- Rajgopal Kannan and S. Sitharama Iyengar. 2004. Game-theoretic models for reliable path-length and energy-constrained routing with data aggregation in wireless sensor networks. IEEE J. Select. Areas Commun. 22, 6 (2004), 1141--1150. Google ScholarDigital Library
- Rajgopal Kannan, Srivatsan Srinivasagopalan, and S. Sitharama Iyengar. 2003. Strategic path reliability in information networks. In Proceedings of the 14th International Conference on Game Theory.Google Scholar
- Murat Kantarcioglu and Wei Jiang. 2013. Incentive compatible privacy-preserving data analysis. IEEE Trans. Knowl. Data Eng. 25, 6 (Jun. 2013), 1323--1335. Google ScholarDigital Library
- Murat Kantarcioglu and Robert Nix. 2010. Incentive compatible distributed data mining. In Proceedings of the 2010 IEEE 2nd International Conference on Proceeding of Social Computing (SocialCom). 735--742. Google ScholarDigital Library
- Jonathan Katz. 2008. Bridging game theory and cryptography: Recent results and future directions. In Proceedings of the Theory of Cryptography Conference (TCC), Vol. 4948. 251--272. Google ScholarDigital Library
- Ad Ker, Patrick Bas, and Rainer Böhme. 2013. Moving steganography and steganalysis from the laboratory into the real world. In Proceedings of the 1st ACM Workshop on Information Hiding and Multimedia Security. 45--58. Google ScholarDigital Library
- Tanmay Khirwadkar, Kien C. Nguyen, David M. Nicol, and Tamer Basar. 2010. Methodologies for evaluating game theoretic defense against DDoS attacks. In Proceedings of the 2010 Winter Simulation Conference. 697--707. Google ScholarDigital Library
- Joshua A. Kroll, Ian C. Davey, and Edward W. Felten. 2013. The economics of bitcoin mining, or bitcoin in the presence of adversaries. In Proceedings of the Workshop on the Economics of Information Security. 1--21.Google Scholar
- Sathish Alampalayam Kumar, Tyler Vealey, and Harshit Srivastava. 2016. Security in internet of things: Challenges, solutions and future directions. In Proceedings of the 2016 49th Hawaii International Conference on System Sciences (HICSS). IEEE, 5772--5781. Google ScholarDigital Library
- Kevin Kwiat, Alan Taylor, William Zwicker, Daniel Hill, Sean Wetzonis, and Shangping Ren. 2010. Analysis of binary voting algorithms for use in fault-tolerant and secure computing. In Proceedings of the International Conference on Computer Engineering and Systems. 269--273.Google ScholarCross Ref
- Luke Kwiat, Charles A. Kamhoua, Kevin A. Kwiat, Jian Tang, and Andrew Martin. 2015a. Security-aware virtual machine allocation in the cloud: A game theoretic approach. In Proceedings of IEEE Cloud Computing. Google ScholarDigital Library
- Luke Kwiat, Charles A. Kamhoua, Kevin A. Kwiat, Jian Tang, and Andrew Martin. 2015b. Security-aware virtual machine allocation in the cloud: A game theoretic approach. In Proceedings of the 2015 IEEE 8th International Conference on Cloud Computing. IEEE, 556--563. Google ScholarDigital Library
- Yuzhe Li, Ling Shi, Peng Cheng, Jiming Chen, and Daniel E. Quevedo. 2013. Jamming attack on cyber-physical systems: A game-theoretic approach. In Proceedings of the IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems. 252--257.Google Scholar
- Xiaohui Liang, Xu Li, Tom H. Luan, Rongxing Lu, Xiaodong Lin, and Xuemin Shen. 2012. Morality-driven data forwarding with privacy preservation in mobile social networks. IEEE Tran. Vehic. Technol. 61, 7 (Sep. 2012), 3209--3222.Google ScholarCross Ref
- Jingqiang Lin, Peng Liu, and Jiwu Jing. 2012. Using signaling games to model the multi-step attack-defense scenarios on confidentiality. In Proceedings of Decision and Game Theory for Security (GameSec), Vol. 7638 LNCS. 118--137.Google ScholarCross Ref
- Xinxin Liu, Kaikai Liu, Linke Guo, Xiaolin Li, and Yuguang Fang. 2013b. A game-theoretic approach for achieving k-anonymity in location based services. In Proceedings of IEEE INFOCOM. 2985--2993.Google ScholarCross Ref
- Yuling Liu, Dengguo Feng, Yifeng Lian, Kai Chen, and Yingjun Zhang. 2013a. Optimal defense strategies for DDoS defender using bayesian game model. In Proceedings of Information Security Practice and Experience. 44--59.Google ScholarCross Ref
- Chris Y. T. Ma, Nageswara S. V. Rao, and David K. Y. Yau. 2011. A game theoretic study of attack and defense in cyber-physical systems. In Proceeding of 2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). 708--713.Google Scholar
- Chris Y. T. Ma, David K. Y. Yau, Xin Lou, and Nageswara S. V. Rao. 2013b. Markov game analysis for attack-defense of power networks under possible misinformation. IEEE Trans. Power Syst. 28, 2 (May 2013), 1676--1686.Google ScholarCross Ref
- Chris Y. T. Ma, David K. Y. Yau, and Nageswara S. V. Rao. 2013a. Scalable solutions of markov games for smart-grid infrastructure protection. IEEE Trans. Smart Grid 4, 1 (Mar. 2013), 47--55.Google ScholarCross Ref
- Zhanshan Sam Ma and Axel W. Krings. 2011. Dynamic hybrid fault modeling and extended evolutionary game theory for reliability, survivability and fault tolerance analyses. IEEE Trans. Reliabil. 60, 1 (Mar. 2011), 180--196.Google ScholarCross Ref
- George J. Mailath and Larry Samuelson. 2006. Repeated Games and Reputations: Long-Run Relationships.Google Scholar
- Sonia Martinez. 2011. Stackelberg-game analysis of correlated attacks in cyber-physical systems. In Proceedings of the 2011 American Control Conference. 4063--4068.Google Scholar
- Richard D. McKelvey and Thomas R. Palfrey. 2015. Erratum to: Quantal response equilibria for extensive form games (Exp Econ,). (2015).Google Scholar
- Yilin Mo, Tiffany Hyun-Jin Kim, Kenneth Brancik, Dona Dickinson, Heejo Lee, Adrian Perrig, and Bruno Sinopoli. 2012. Cyber physical security of a smart grid infrastructure. Proceedings IEEE 100 100, 1 (Jan 2012), 195--209.Google Scholar
- Noman Mohammed, Benjamin C. M. Fung, and Mourad Debbabi. 2011. Anonymity meets game theory: Secure data integration with malicious participants. Int. J. Very Large Data Bases 20, 4 (Aug. 2011), 567--588. Google ScholarDigital Library
- Maryam Mohi, Ali Movaghar, and Pooya Moradian Zadeh. 2009. A bayesian game approach for preventing DoS attacks in wireless sensor networks. In Proceedings of the 2009 WRI International Conference on Communications and Mobile Computing. 507--511. Google ScholarDigital Library
- Roger B. Myerson. 1991. Game Theory: Analysis of conict.Google Scholar
- Satoshi Nakamoto. 2008. Bitcoin: A peer-to-peer electronic cash system. Consulted 1, 2012 (Oct 2008), 28--37.Google Scholar
- Robert Nix and Murat Kantarcioglu. 2012. Contractual agreement design for enforcing honesty in cloud outsourcing. In Proceedings of Decision and Game Theory for Security, Vol. 7638 LNCS. 296--308.Google ScholarCross Ref
- Robert Nix and Murat Kantarciouglu. 2012. Incentive compatible privacy-preserving distributed classification. IEEE Transactions on Dependable and Secure Computing 9, 4 (May 2012), 451--462. Google ScholarDigital Library
- Dusit Niyato, Xiao Lu, Ping Wang, Dong In Kim, and Zhu Han. 2016. Economics of internet of things: An information market approach. IEEE Wireless Communications 23, 4 (Aug 2016), 136--145.Google ScholarDigital Library
- Mehrdad Nojoumian and Douglas R. Stinson. 2012. Socio-rational secret sharing as a new direction in rational cryptography. In Proceedings of Conference on Decision and Game Theory for Security, (GameSec), Vol. 7638 LNCS. 1--37.Google Scholar
- Martin J. Osborne and Ariel Rubinstein. 1994. A Course in Game Theory. MIT press.Google Scholar
- Ranjan Pal, Leana Golubchik, and Konstantinos Psounis. 2011. Aegis a novel cyber-insurance model. In Proceeding of the Second International Conference, GameSec. 131--150. Google ScholarDigital Library
- Ranjan Pal, Leana Golubchik, Konstantinos Psounis, and Pan Hui. 2014. Will cyber-insurance improve network security? A market analysis. In Proceedings of IEEE INFOCOM 2014. 235--243.Google ScholarCross Ref
- Ranjan Pal and Pan Hui. 2012. CyberInsurance for cybersecurity a topological take on modulating insurance premiums. ACM SIGMETRICS Performance Evaluation Review 40, 3 (Jan 2012), 86--88. Google ScholarDigital Library
- Emmanouil Panaousis and Tansu Alpcan. 2014. Secure message delivery games for device-to-device communications. In Proceedings of the Conference on Decision and Game Theory for Security (GameSec). 195--215.Google ScholarCross Ref
- Emmanouil Panaousis, Eirini Karapistoli, Hadeer Elsemary, Tansu Alpcan, M.H.R. Khuzani, and Anastasios A Economides. 2017. Game theoretic path selection to support security in device-to-device communications. Ad Hoc Networks 56 (2017), 28--42. Google ScholarDigital Library
- Joon S. Park, Sookyung Kim, Charles A. Kamhoua, and Ke A. Kwiat. 2012a. Optimal state management of data sharing in online social network (OSN) services. In Proceeding of Trust, Security and Privacy in Computing and Communications (TrustCom). 648--655. Google ScholarDigital Library
- Joon S. Park, Sookyung Kim, Charles A. Kamhoua, and Kevin A. Kwiat. 2012b. Towards trusted data management in online social network (OSN) services. In Proceedings of the IEEE World Congress on Internet Security (WorldCIS’12). 202--203.Google Scholar
- Joon S. Park, Kevin A. Kwiat, Charles A. Kamhoua, Jonathan White, and Sookyung Kim. 2014. Trusted online social network (OSN) services with optimal data management. Computers and Security 42, 1 (May 2014), 116--136.Google ScholarCross Ref
- Viet Pham, M.H.R. Khouzani, and Carlos Cid. 2014. Optimal contracts for outsourced computation. In Proceedings of Conference on Decison and Game Theory for Security, GameSec. 79--98.Google ScholarCross Ref
- Sören Preibusch and Joseph Bonneau. 2010. The password game: Negative externalities from weak password practices. In Proceedings of Conference on Decison and Game Theory for Security, GameSec, Vol. 6442 LNCS. 192--207. Google ScholarDigital Library
- Antonino Rullo, Daniele Midi, Edoardo Serra, and Elisa Bertino. 2016. Strategic security resource allocation for internet of things. In Proceedings of the 2016 IEEE 36th International Conference on Distributed Computing Systems (ICDCS). IEEE, 737--738.Google ScholarCross Ref
- Walid Saad, Zhu Han, Tamer Basar, Merouane Debbah, and Are Hjorungnes. 2009. Physical layer security: Coalitional games for distributed cooperation. In Proceeding of the 7th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks. 1--8. Google ScholarDigital Library
- Pascal Schottle, Aron Laszka, Benjamin Johnson, Jens Grossklags, and Rainer Bohme. 2013. A game-theoretic analysis of content-adaptive steganography with independent embedding. In Proceedings of the 21st European Signal Processing Conference (EUSIPCO). Marrakech, 1--5.Google Scholar
- Dan Shen, Genshe Chen, Erik Blasch, and George Tadda. 2007a. Adaptive markov game theoretic data fusion approach for cyber network defense. In Proceeding of IEEE Military Communications Conference (MILCOM). 1--7.Google ScholarCross Ref
- Dan Shen, Genshe Chen, Jose B. Cruz, Jr., Leonard Haynes, Martin Kruger, and Erik Blasch. 2007b. A markov game theoretic data fusion approach for cyber situational awareness. In Proceeding of SPIE Defense+ Security, Vol. 3. 65710F--65710F.Google Scholar
- Shigen Shen, Risheng Han, Lizheng Guo, Wei Li, and Qiying Cao. 2012. Survivability evaluation towards attacked WSNs based on stochastic game and continuous-time Markov chain. Applied Soft Computing Journal 12 (May 2012), 1467--1476. Google ScholarDigital Library
- Smitha Shivshankar and Abbas Jamalipour. 2014. An evolutionary game theory based approach for cooperation in VANETs under different network conditions. IEEE Transactions on Vehicular Technology PP, 99 (Jul 2014), 1--8.Google Scholar
- Reza Shokri, George Theodorakopoulos, Carmela Troncoso, Jean-Pierre Hubaux, and Jean-Yves Le Boudec. 2012. Protecting location privacy. In Proceedings of the 2012 ACM Conference on Computer and Communications Security. 617--627. Google ScholarDigital Library
- Yasser Shoukry, Jose Araujo, Paulo Tabuada, Mani Srivastava, and Karl H. Johansson. 2013. Minimax control for cyber-physical systems under network packet scheduling attacks. In Proceedings of the 2nd ACM International Conference on High Confidence Networked Systems. 93--100. Google ScholarDigital Library
- Theodoros Spyridopoulos, G. Karanikas, Theodore Tryfonas, and Georgios Oikonomou. 2013. A game theoretic defence framework against DoS/DDoS cyber attacks. Computers 8 Security 38 (Oct 2013), 39--50. Google ScholarDigital Library
- Vikram Srinivasan, Pavan Nuggehalli, Carla-Fabiana Chiasserini, and Ramesh R. Rao. 2003. Cooperation in wireless ad hoc networks. In Proceedings of INFOCOM, Vol. 2. IEEE, 808--817.Google Scholar
- Vivek Srivastava and Luiz DaSilva. 2006. Equilibria for node participation in Ad Hoc networks - An imperfect monitoring approach. In Proceedings of IEEE International Conference on Communications. 3850--3855.Google ScholarCross Ref
- Vivek Srivastava, James Neel, A. B. Mackenzie, Rekha Menon, L. A. Dasilva, J. E. Hicks, J. H. Reed, and R. P. Gilles. 2005. Using game theory to analyze wireless ad hoc networks. IEEE Commun. SurvTutor. 7, 4 (Jan 2005), 46--56. Google ScholarDigital Library
- Surendran Subbaraj and Prakash Sabarimuthu. 2014. EigenTrust-based non-cooperative game model assisting ACO look-ahead secure routing against selfishness. EURASIP J. Wireless Commun. Netw. 78, 1 (May 2014), 1--20.Google Scholar
- Latanya Sweeney. 2002. k-anonymity: A model for protecting privacy. Int. J. Uncert. Fuzz. Knowl.-Based Syst. 10, 5 (Oct. 2002), 557--570. Google ScholarDigital Library
- Symantec. 2014. Internet Security Threats Report. Technical Report. Symantec. Retrieved from http://www.symantec.com/threatreport/.Google Scholar
- Sapon Tanachaiwiwat, Pinalkumar Dave, Rohan Bhindwale, and Ahmed Helmy. 2004. Location-centric isolation of misbehavior and trust routing in energy-constrained sensor networks. In Proceeding of IEEE International Conference on Performance, Computing, and Communications. 463--469.Google ScholarCross Ref
- Deepak Tosh, Shamik Sengupta, Charles A. Kamhoua, Kevin Kwiat, and Andrew Martin. 2015a. An evolutionary game-theoretic framework for cyber-threat information sharing. In Proceeding of IEEE International Conference on Communications.Google ScholarCross Ref
- Deepak Tosh, Shamik Sengupta, Charles A. Kamhoua, and Kevin A. Kwiat. 2017. Establishing evolutionary game models for CYBer security information EXchange (CYBEX). J. Comput. System Sci. (Accepted Oct. 2017).Google Scholar
- Deepak K. Tosh, Matthew Molloy, Shamik Sengupta, Charles A. Kamhoua, and Kevin A. Kwiat. 2015. Cyber-investment and cyber-information exchange decision modeling. In Proceedings of the 2015 IEEE 7th International Symposium on Cyberspace Safety and Security. IEEE, 1219--1224. Google ScholarDigital Library
- Deepak K. Tosh, Shamik Sengupta, Sankar Mukhopadhyay, Charles A. Kamhoua, and Kevin A. Kwiat. 2015b. Game theoretic modeling to enforce security information sharing among firms. In Proceedings of the 2015 IEEE 2nd International Conference on Cyber Security and Cloud Computing. IEEE, 7--12. Google ScholarDigital Library
- Marie Vasek and Tyler Moore. 2014. Game-theoretic analysis of DDoS attacks against bitcoin mining pools. In Financial Cryptography and Data Security. 72--86.Google Scholar
- Walid Saad, Anibal Sanjab, Yunpeng Wang, Charles A. Kamhoua, and Kevin Kwiat. 2017. Hardware trojan detection game: A prospect-theoretic approach. IEEE Trans. Vehic. Technol. (2017).Google Scholar
- John Ross Wallrabenstein and Chris Clifton. 2013. For rational multiparty computation. In Proceeding of Decison and Game Theory for Security (GameSec). 226--245. Google ScholarDigital Library
- John Ross Wallrabenstein and Chris Clifton. 2014. Realizable rational multiparty cryptographic protocols. In Proceedings of Conference on Decison and Game Theory for Security (GameSec), Vol. 2014. 134--154.Google ScholarCross Ref
- Kun Wang, Miao Du, Dejun Yang, Chunsheng Zhu, Jian Shen, and Yan Zhang. 2016. Game-theory-based active defense for intrusion detection in cyber-physical embedded systems. ACM Trans. Embed. Comput. Syst. 16, 1 (Oct. 2016), 1--21. Google ScholarDigital Library
- Wenjing Wang, Mainak Chatterjee, and Kevin A. Kwiat. 2009. Coexistence with malicious nodes: A game theoretic approach. In Proceedings of the 2009 International Conference on Game Theory for Networks (GameNets). 277--286. Google ScholarDigital Library
- Wenbo Wang, Andres Kwasinski, and Zhu Han. 2014. A routing game in cognitive radio networks against routing-toward-primary-user attacks. In Proceeding of IEEE Wireless Communications and Networking Conference (WCNC), Vol. 3. 2510--2515.Google ScholarCross Ref
- Yufeng Wang, Akihiro Nakao, Athanasios V. Vasilakos, and Jianhua Ma. 2011. P2P soft security: On evolutionary dynamics of P2P incentive mechanism. Comput. Commun. 34, 3 (2011), 241--249. Google ScholarDigital Library
- Jonathan White, Joon S. Park, Charles A. Kamhoua, and Kevin A. Kwiat. 2013. Game theoretic attack analysis in online social network (OSN) services. In Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. Best Paper Award, 1012--1019. Google ScholarDigital Library
- Jonathan White, Joon S. Park, Charles A. Kamhoua, and Kevin A. Kwiat. 2014. Social network attack simulation with honeytokens. Soc. Netw. Anal. Min. 4, 1 (Jul. 2014), 1--14.Google ScholarCross Ref
- Qishi Wu, Sajjan Shiva, Sankardas Roy, Charles Ellis, and Vivek Datla. 2010. On modeling and simulation of game theory-based defense mechanisms against DoS and DDoS attacks. In Proceedings of the Spring Simulation Multiconference. 1--8. Google ScholarDigital Library
- Yong Xiao, Dusit Niyato, Kwang-Cheng Chen, and Zhu Han. 2016. Enhance device-to-device communication with social awareness: A belief-based stable marriage game framework. IEEE Wireless Commun. 23, 4 (Aug 2016), 36--44.Google ScholarDigital Library
- Guanhua Yan, Ritchie Lee, Alex Kent, and David Wolpert. 2012. Towards a bayesian network game framework for evaluating DDoS attacks and defense. In Proceedings of the 2012 ACM Conference on Computer and Communications Security (CCS’12). 553--566. Google ScholarDigital Library
- Qing Yang, Kejie Lu, Vincenzo Mancuso, and Chan-Hyun Youn. 2016. Device-to-device communications with social awareness. IEEE Wireless Commun. 23, 4 (Aug. 2016), 10--11.Google ScholarDigital Library
- Rong Yang, Christopher Kiekintveld, Fernando Ordóñez, Milind Tambe, and Richard John. 2013. Improving resource allocation strategies against human adversaries in security games: An extended study. Artif. Intell. 195 (2013), 440--469. Google ScholarDigital Library
- Zichao Yang and John C. S. Lui. 2012. Security adoption in heterogeneous networks: The influence of cyber-insurance market. In 11th International IFIP TC 6 Networking Conference. 172--183. Google ScholarDigital Library
- S. T. Zargar, James Joshi, and David Tipper. 2013. A survey of defense mechanisms against distributed denial of service (DDoS) flooding attacks. IEEE Commun. Surv. Tutor. 15, 4 (Mar. 2013), 2046--2069.Google ScholarCross Ref
- Zhifang Zhang and Mulan Liu. 2011. Unconditionally secure rational secret sharing in standard communication networks. In Proceedings of Information Security and Cryptology-ICISC, Vol. 6829 LNCS. 355--369. Google ScholarDigital Library
- H. Vicky Zhao, W. Sabrina Lin, and K. J. Ray Liu. 2012. Cooperation and coalition in multimedia fingerprinting colluder social networks. IEEE Trans. Multimedia 14, 3 (Jun. 2012), 717--733. Google ScholarDigital Library
- Sheng Zhong, Jiang Chen, and Yang Richard Yang. 2003. Sprite: A simple, cheat-proof, credit-based system for mobile ad-hoc networks. In Proceedings of IEEE INFOCOM, Vol. 3. 1987--1997.Google Scholar
- Jie Zhou and Jiannong Cao. 2012. OSR: Optimal and secure routing protocol in multi-hop wireless networks. In Proceeding of 32nd International Conference on Distributed Computing Systems Workshops. 187--193. Google ScholarDigital Library
- Quanyan Zhu and Tamer Basar. 2011. Robust and resilient control design for cyber-physical systems with an application to power systems. In Proceedings of IEEE Conference on Decision and Control and European Control Conference. 4066--4071.Google ScholarCross Ref
- Quanyan Zhu and Tamer Basar. 2012. A dynamic game-theoretic approach to resilient control system design for cascading failures. In Proceedings of the 1st International Conference on High Confidence Networked Systems. 41--46. Google ScholarDigital Library
- Quanyan Zhu, Ju Bin Song, and Tamer Basar. 2011. Dynamic secure routing game in distributed cognitive radio networks. In Proceeding of IEEE Global Telecommunications Conference (GLOBECOM’11). 1--6.Google Scholar
- Saman Zonouz and Parisa Haghani. 2013. Cyber-physical security metric inference in smart grid critical infrastructures based on system administrators’ responsive behavior. Comput. Secur. 39 (Nov. 2013), 190--200. Google ScholarDigital Library
Index Terms
- Game Theory for Cyber Security and Privacy
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