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安全决策与博弈论:第十届国际会议,2019年GameSec,瑞典斯德哥尔摩,2019年10月30日至11月1日,会议记录-Decision and Game Theory for Security:

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标题(title):Decision and Game Theory for Security: 10th International Conference, GameSec 2019, Stockholm, Sweden, October 30 – November 1, 2019, Proceedings
安全决策与博弈论:第十届国际会议,2019年GameSec,瑞典斯德哥尔摩,2019年10月30日至11月1日,会议记录
作者(author):Tansu Alpcan, Yevgeniy Vorobeychik, John S. Baras, György Dán
出版社(publisher):Springer International Publishing
大小(size):33 MB (35052675 bytes)
格式(extension):pdf
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This book constitutes the refereed proceedings of the 10th International Conference on Decision and Game Theory for Security, GameSec 2019,held in Stockholm, Sweden, in October 2019.The 21 full papers presented together with 11 short papers were carefully reviewed and selected from 47 submissions.The papers focus on protection of heterogeneous, large-scale and dynamic cyber-physical systems as well as managing security risks faced by critical infrastructures through rigorous and practically-relevant analytical methods.

Table of contents :
Front Matter ....Pages i-xi
Design of Load Forecast Systems Resilient Against Cyber-Attacks (Carlos Barreto, Xenofon Koutsoukos)....Pages 1-20
Identifying Stealthy Attackers in a Game Theoretic Framework Using Deception (Anjon Basak, Charles Kamhoua, Sridhar Venkatesan, Marcus Gutierrez, Ahmed H. Anwar, Christopher Kiekintveld)....Pages 21-32
Choosing Protection: User Investments in Security Measures for Cyber Risk Management (Yoav Ben Yaakov, Xinrun Wang, Joachim Meyer, Bo An)....Pages 33-44
When Is a Semi-honest Secure Multiparty Computation Valuable? (Radhika Bhargava, Chris Clifton)....Pages 45-64
You only Lie Twice: A Multi-round Cyber Deception Game of Questionable Veracity (Mark Bilinski, Kimberly Ferguson-Walter, Sunny Fugate, Ryan Gabrys, Justin Mauger, Brian Souza)....Pages 65-84
Honeypot Type Selection Games for Smart Grid Networks (Nadia Boumkheld, Sakshyam Panda, Stefan Rass, Emmanouil Panaousis)....Pages 85-96
Discussion of Fairness and Implementability in Stackelberg Security Games (Victor Bucarey, Martine Labbé)....Pages 97-117
Toward a Theory of Vulnerability Disclosure Policy: A Hacker’s Game (Taylor J. Canann)....Pages 118-134
Investing in Prevention or Paying for Recovery - Attitudes to Cyber Risk (Anna Cartwright, Edward Cartwright, Lian Xue)....Pages 135-151
Realistic versus Rational Secret Sharing (Yvo Desmedt, Arkadii Slinko)....Pages 152-163
Solving Cyber Alert Allocation Markov Games with Deep Reinforcement Learning (Noah Dunstatter, Alireza Tahsini, Mina Guirguis, Jelena Tešić)....Pages 164-183
Power Law Public Goods Game for Personal Information Sharing in News Commentaries (Christopher Griffin, Sarah Rajtmajer, Prasanna Umar, Anna Squicciarini)....Pages 184-195
Adaptive Honeypot Engagement Through Reinforcement Learning of Semi-Markov Decision Processes (Linan Huang, Quanyan Zhu)....Pages 196-216
Deceptive Reinforcement Learning Under Adversarial Manipulations on Cost Signals (Yunhan Huang, Quanyan Zhu)....Pages 217-237
DeepFP for Finding Nash Equilibrium in Continuous Action Spaces (Nitin Kamra, Umang Gupta, Kai Wang, Fei Fang, Yan Liu, Milind Tambe)....Pages 238-258
Effective Premium Discrimination for Designing Cyber Insurance Policies with Rare Losses (Mohammad Mahdi Khalili, Xueru Zhang, Mingyan Liu)....Pages 259-275
Analyzing Defense Strategies Against Mobile Information Leakages: A Game-Theoretic Approach (Kavita Kumari, Murtuza Jadliwala, Anindya Maiti, Mohammad Hossein Manshaei)....Pages 276-296
Dynamic Cheap Talk for Robust Adversarial Learning (Zuxing Li, György Dán)....Pages 297-309
Time-Dependent Strategies in Games of Timing (Jonathan Merlevede, Benjamin Johnson, Jens Grossklags, Tom Holvoet)....Pages 310-330
Tackling Sequential Attacks in Security Games (Thanh H. Nguyen, Amulya Yadav, Branislav Bosansky, Yu Liang)....Pages 331-351
A Framework for Joint Attack Detection and Control Under False Data Injection (Luyao Niu, Andrew Clark)....Pages 352-363
\(\mathsf {QFlip}\): An Adaptive Reinforcement Learning Strategy for the \(\mathsf {FlipIt}\) Security Game (Lisa Oakley, Alina Oprea)....Pages 364-384
Linear Temporal Logic Satisfaction in Adversarial Environments Using Secure Control Barrier Certificates (Bhaskar Ramasubramanian, Luyao Niu, Andrew Clark, Linda Bushnell, Radha Poovendran)....Pages 385-403
Cut-The-Rope: A Game of Stealthy Intrusion (Stefan Rass, Sandra König, Emmanouil Panaousis)....Pages 404-416
Stochastic Dynamic Information Flow Tracking Game with Reinforcement Learning (Dinuka Sahabandu, Shana Moothedath, Joey Allen, Linda Bushnell, Wenke Lee, Radha Poovendran)....Pages 417-438
Adversarial Attacks on Continuous Authentication Security: A Dynamic Game Approach (Serkan Sarıtaş, Ezzeldin Shereen, Henrik Sandberg, György Dán)....Pages 439-458
On the Optimality of Linear Signaling to Deceive Kalman Filters over Finite/Infinite Horizons (Muhammed O. Sayin, Tamer Başar)....Pages 459-478
MTDeep: Boosting the Security of Deep Neural Nets Against Adversarial Attacks with Moving Target Defense (Sailik Sengupta, Tathagata Chakraborti, Subbarao Kambhampati)....Pages 479-491
General Sum Markov Games for Strategic Detection of Advanced Persistent Threats Using Moving Target Defense in Cloud Networks (Sailik Sengupta, Ankur Chowdhary, Dijiang Huang, Subbarao Kambhampati)....Pages 492-512
Operations over Linear Secret Sharing Schemes (Arkadii Slinko)....Pages 513-524
Cyber Camouflage Games for Strategic Deception (Omkar Thakoor, Milind Tambe, Phebe Vayanos, Haifeng Xu, Christopher Kiekintveld, Fei Fang)....Pages 525-541
When Players Affect Target Values: Modeling and Solving Dynamic Partially Observable Security Games (Xinrun Wang, Milind Tambe, Branislav Bošanský, Bo An)....Pages 542-562
Perfectly Secure Message Transmission Against Independent Rational Adversaries (Kenji Yasunaga, Takeshi Koshiba)....Pages 563-582
Back Matter ....Pages 583-584
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安全决策与博弈论:第十届国际会议,2019年GameSec,瑞典斯德哥尔摩,2019年10月30日至11月1日,会议记录-Decision and Game Theory for Security:
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