Decision and Game Theory for Security: 9th International Conference, GameSec 2018, Seattle, WA, USA, October 29–31, 2018, Proceedings

Description

The 28 revised full papers presented together with 8 short papers were carefully reviewed and selected from 44 submissions.Among the topical areas covered were: use of game theory; control theory; and mechanism design for security and privacy; decision making for cybersecurity and security requirements engineering; security and privacy for the Internet-of-Things; cyber-physical systems; cloud computing; resilient control systems, and critical infrastructure; pricing; economic incentives; security investments, and cyber insurance for dependable and secure systems; risk assessment and security risk management; security and privacy of wireless and mobile communications, including user location privacy; sociotechnological and behavioral approaches to security; deceptive technologies in cybersecurity and privacy; empirical and experimental studies with game, control, or optimization theory-based analysis for security and privacy; and adversarial machine learning and crowdsourcing, and the role of artificial intelligence in system security. Front Matter ....Pages I-XIII Impact of Privacy on Free Online Service Markets (Chong Huang, Lalitha Sankar)....Pages 1-21 Cyber-Warranties as a Quality Signal for Information Security Products (Daniel W. Woods, Andrew C. Simpson)....Pages 22-37 Game Theoretic Security Framework for Quantum Key Distribution (Walter O. Krawec, Fei Miao)....Pages 38-58 Training Set Camouflage (Ayon Sen, Scott Alfeld, Xuezhou Zhang, Ara Vartanian, Yuzhe Ma, Xiaojin Zhu)....Pages 59-79 Multi-stage Dynamic Information Flow Tracking Game (Shana Moothedath, Dinuka Sahabandu, Andrew Clark, Sangho Lee, Wenke Lee, Radha Poovendran)....Pages 80-101 Less is More: Culling the Training Set to Improve Robustness of Deep Neural Networks (Yongshuai Liu, Jiyu Chen, Hao Chen)....Pages 102-114 Optimal Placement of Honeypots for Network Defense (Mark Bilinski, Ryan Gabrys, Justin Mauger)....Pages 115-126 Perfectly Secure Message Transmission Against Rational Timid Adversaries (Maiki Fujita, Kenji Yasunaga, Takeshi Koshiba)....Pages 127-144 Reinforcement Learning for Autonomous Defence in Software-Defined Networking (Yi Han, Benjamin I. P. Rubinstein, Tamas Abraham, Tansu Alpcan, Olivier De Vel, Sarah Erfani et al.)....Pages 145-165 Colonel Blotto Game with Coalition Formation for Sharing Resources (Joseph L. Heyman, Abhishek Gupta)....Pages 166-185 Data Poisoning Attacks in Contextual Bandits (Yuzhe Ma, Kwang-Sung Jun, Lihong Li, Xiaojin Zhu)....Pages 186-204 Analysis and Computation of Adaptive Defense Strategies Against Advanced Persistent Threats for Cyber-Physical Systems (Linan Huang, Quanyan Zhu)....Pages 205-226 Multi-sided Advertising Markets: Dynamic Mechanisms and Incremental User Compensations (Moran Feldman, Gonen Frim, Rica Gonen)....Pages 227-247 A Game-Theoretic Analysis of the Adversarial Boyd-Kuramoto Model (Antonin Demazy, Alexander Kalloniatis, Tansu Alpcan)....Pages 248-264 A Game Theoretic Analysis of the Twitter Follow-Unfollow Mechanism (Jundong Chen, Md Shafaeat Hossain, Matthias R. Brust, Naomi Johnson)....Pages 265-276 Game Theoretic Analysis of a Byzantine Attacker in Vehicular Mix-Zones (Nick Plewtong, Bruce DeBruhl)....Pages 277-295 Distributed Aggregative Games on Graphs in Adversarial Environments (Bahare Kiumarsi, Tamer Başar)....Pages 296-313 Disappointment-Aversion in Security Games (Jasmin Wachter, Stefan Rass, Sandra König, Stefan Schauer)....Pages 314-325 Moving Target Defense for the Placement of Intrusion Detection Systems in the Cloud (Sailik Sengupta, Ankur Chowdhary, Dijiang Huang, Subbarao Kambhampati)....Pages 326-345 Approximating Power Indices to Assess Cybersecurity Criticality (Daniel Clouse, David Burke)....Pages 346-365 A Differentially Private and Truthful Incentive Mechanism for Traffic Offload to Public Transportation (Luyao Niu, Andrew Clark)....Pages 366-385 Deep Learning Based Game-Theoretical Approach to Evade Jamming Attacks (Sandamal Weerasinghe, Tansu Alpcan, Sarah M. Erfani, Christopher Leckie, Peyam Pourbeik, Jack Riddle)....Pages 386-397 Towards Scientific Incident Response (Jonathan M. Spring, David Pym)....Pages 398-417 Rational Trust Modeling (Mehrdad Nojoumian)....Pages 418-431 Scaling-Up Stackelberg Security Games Applications Using Approximations (Arunesh Sinha, Aaron Schlenker, Donnabell Dmello, Milind Tambe)....Pages 432-452 A Learning and Masking Approach to Secure Learning (Linh Nguyen, Sky Wang, Arunesh Sinha)....Pages 453-464 Towards True Decentralization: A Blockchain Consensus Protocol Based on Game Theory and Randomness (Naif Alzahrani, Nirupama Bulusu)....Pages 465-485 A Game Theoretical Framework for Inter-process Adversarial Intervention Detection (Muhammed O. Sayin, Hossein Hosseini, Radha Poovendran, Tamer Başar)....Pages 486-507 Cyber-Insurance as a Signaling Game: Self-reporting and External Security Audits (Aron Laszka, Emmanouil Panaousis, Jens Grossklags)....Pages 508-520 A Bayesian Multi-armed Bandit Approach for Identifying Human Vulnerabilities (Erik Miehling, Baicen Xiao, Radha Poovendran, Tamer Başar)....Pages 521-539 Hypothesis Testing Game for Cyber Deception (Tao Zhang, Quanyan Zhu)....Pages 540-555 Algorithms for Subgame Abstraction with Applications to Cyber Defense (Anjon Basak, Marcus Gutierrez, Christopher Kiekintveld)....Pages 556-568 A Two-Stage Deception Game for Network Defense (Wei Wang, Bo Zeng)....Pages 569-582 Imbalanced Collusive Security Games (Han-Ching Ou, Milind Tambe, Bistra Dilkina, Phebe Vayanos)....Pages 583-602 A Robust Optimization Approach to Designing Near-Optimal Strategies for Constant-Sum Monitoring Games (Aida Rahmattalabi, Phebe Vayanos, Milind Tambe)....Pages 603-622 An Initial Study of Targeted Personality Models in the FlipIt Game (Anjon Basak, Jakub Černý, Marcus Gutierrez, Shelby Curtis, Charles Kamhoua, Daniel Jones et al.)....Pages 623-636 Back Matter ....Pages 637-638