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• A bayesian multi-armed bandit approach for identifying human vulnerabilities

  Miehling, E., Xiao, B., Poovendran, R. & Başar, T., Jan 1 2018, Decision and Game Theory for Security - 9th International Conference, GameSec 2018, Proceedings. Bushnell, L., Poovendran, R. & Basar, T. (eds.). Springer-Verlag Berlin Heidelberg, p. 521-539 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11199 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multi-armed Bandit
  • Vulnerability
  • Human
  • Testing
  • Query

• A communication-efficient distributed algorithm for solving linear algebraic equations

  Liu, J., Gao, X. & Basar, T., Jun 7 2017, 2014 7th International Conference on Network Games, Control and Optimization, NetGCoop 2014. Institute of Electrical and Electronics Engineers Inc., p. 62-69 8 p. 7943430. (2014 7th International Conference on Network Games, Control and Optimization, NetGCoop 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Distributed Algorithms
  • Linear equations
  • Parallel algorithms
  • Communication
  • Algebraic Equation

• A Communication-Efficient Multi-Agent Actor-Critic Algorithm for Distributed Reinforcement Learning

  Lin, Y., Zhang, K., Yang, Z., Wang, Z., Basar, T., Sandhu, R. & Liu, J., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5562-5567 6 p. 9029257. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Reinforcement Learning
  • Actors
  • Reinforcement learning
  • Communication
  • Directed graphs

• A Consensus Problem in Mean Field Setting with Noisy Measurements of Target

  Basar, T., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6521-6526 6 p. 8431664. (Proceedings of the American Control Conference; vol. 2018-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Random variables
  • Additive noise
  • Statistics

• A continuous-time distributed algorithm for solving linear equations

  Liu, J., Chen, X., Baar, T. & Nedich, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 5551-5556 6 p. 7526540. (Proceedings of the American Control Conference; vol. 2016-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Linear equations
  • Parallel algorithms
  • Directed graphs

• A cooperative bayesian nonparametric framework for primary user activity monitoring in cognitive radio networks

  Saad, W., Han, Z., Poor, H. V., Basar, T. & Song, J. B., Oct 5 2012, In: IEEE Journal on Selected Areas in Communications. 30, 9, p. 1815-1822 8 p., 6311241.

  Research output: Contribution to journal › Article › peer-review

  • Cognitive radio
  • Monitoring
  • Availability

• A Coupled Bi-Virus Spread Model in Networked Systems

  Paré, P. E., Liu, J., Beck, C. L. & Başar, T., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4414-4419 6 p. 8430785. (Proceedings of the American Control Conference; vol. 2018-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Viruses
  • Computer networks

• Adaptive-Rate Compressive Sensing Using Side Information

  Warnell, G., Bhattacharya, S., Chellappa, R. & Basar, T., Nov 1 2015, In: IEEE Transactions on Image Processing. 24, 11, p. 3846-3857 12 p., 7156150.

  Research output: Contribution to journal › Article › peer-review

  • Cameras
  • Multiplexing
  • Pixels

• A differential game approach to distributed demand side management in smart grid

  Zhu, Q., Han, Z. & Başar, T., Dec 1 2012, 2012 IEEE International Conference on Communications, ICC 2012. p. 3345-3350 6 p. 6364562. (IEEE International Conference on Communications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Demand side management
  • Domestic appliances
  • Energy utilization
  • Feedback

• A distributed algorithm for computing a common fixed point of a family of strongly quasi-nonexpansive maps

  Liu, J., Fullmer, D., Nedich, A., Basar, T. & Morse, A. S., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 686-690 5 p. 7963032. (Proceedings of the American Control Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Parallel algorithms
  • Directed graphs

• A double-sided jamming game with resource constraints

  Bhattacharya, S., Khanafer, A. & Başar, T., 2016, Annals of the International Society of Dynamic Games. Birkhauser, p. 209-227 19 p. (Annals of the International Society of Dynamic Games; vol. 14).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Jamming
  • Resource Constraints
  • Power Allocation
  • Game
  • Power and Energy

• A dynamical network framework with application to stability of power networks

  Wang, D., Chen, W., Khong, S. Z., Liu, J., Basar, T. & Qiu, L., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2924-2928 5 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Framework
  • Network Dynamics
  • Positive Feedback
  • Communication Channels
  • Architecture

• A dynamic game-theoretic approach to resilient control system design for cascading failures

  Zhu, Q. & Basar, M. T., May 10 2012, HiCoNS'12 - Proceedings of the 1st ACM International Conference on High Confidence Networked Systems. p. 41-46 6 p. (HiCoNS'12 - Proceedings of the 1st ACM International Conference on High Confidence Networked Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Systems analysis
  • Control systems
  • Critical infrastructures
  • Open systems
  • Robust control

• A dynamic transmitter-jammer game with asymmetric information

  Gupta, A., Nayyar, A., Langbort, C. & Basar, T., Dec 1 2012, In: Proceedings of the IEEE Conference on Decision and Control. p. 6477-6482 6 p., 6426869.

  Research output: Contribution to journal › Conference article › peer-review

  • Asymmetric Information
  • Transmitter
  • Transmitters
  • Game
  • Random processes

• A Finite Sample Analysis of the Actor-Critic Algorithm

  Yang, Z., Zhang, K., Hong, M. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2759-2764 6 p. 8619440. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Actors
  • Policy
  • Nonlinear Approximation
  • Function Approximation
  • Nonlinear Function

• A game theoretical framework for inter-process adversarial intervention detection

  Sayin, M. O., Hosseini, H., Poovendran, R. & Başar, T., Jan 1 2018, Decision and Game Theory for Security - 9th International Conference, GameSec 2018, Proceedings. Bushnell, L., Poovendran, R. & Basar, T. (eds.). Springer-Verlag Berlin Heidelberg, p. 486-507 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11199 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Anomaly detection
  • Attack
  • Game
  • Framework
  • Costs

• A game-theoretic approach to energy trading in the smart grid

  Wang, Y., Saad, W., Han, Z., Poor, H. V. & Başar, T., May 2014, In: IEEE Transactions on Smart Grid. 5, 3, p. 1439-1450 12 p., 6798766.

  Research output: Contribution to journal › Article › peer-review

  • Plug-in hybrid vehicles
  • Game theory
  • Costs

• A game-theoretic approach to respond to attacker lateral movement

  Noureddine, M. A., Fawaz, A., Sanders, W. H. & Başar, T., 2016, Decision and Game Theory for Security - 7th International Conference, GameSec 2016, Proceedings. Panaousis, E., Tambe, M., Alpcan, T., Casey, W. & Zhu, Q. (eds.). Springer-Verlag Berlin Heidelberg, p. 294-313 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9996 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Lateral
  • Movement
  • Game
  • Monitoring
  • Intrusion detection

• A game-theoretic approach to rule sharing mechanism in networked intrusion detection systems: Robustness, incentives and security

  Zhu, Q., Fung, C., Boutaba, R. & Basar, T., Dec 1 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 243-248 6 p. 6161171. (Proceedings of the IEEE Conference on Decision and Control).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Intrusion Detection
  • Incentives
  • Network Intrusion Detection
  • Sharing
  • Intrusion detection

• A game-theoretic framework for control of distributed renewable-based energy resources in smart grids

  Zhu, Q., Zhang, J., Sauer, P. W., Dominguez-Garcia, A. & Basar, T., 2012, 2012 American Control Conference, ACC 2012. p. 3623-3628 6 p. 6315275. (Proceedings of the American Control Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Energy resources
  • Renewable energy resources
  • System stability
  • Distributed power generation
  • Economics

• Agent-based cyber control strategy design for resilient control systems: Concepts, architecture and methodologies

  Rieger, C., Zhu, Q. & Başar, T., Nov 12 2012, Proceedings - 2012 5th International Symposium on Resilient Control Systems, ISRCS 2012. p. 40-47 8 p. 6309291. (Proceedings - 2012 5th International Symposium on Resilient Control Systems, ISRCS 2012).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Control systems
  • Critical infrastructures
  • Neurology
  • Process control
  • Information technology

• Agreement in teams and the dynamic programming approach under information constraints

  Yüksel, S. & Başar, T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 399-421 23 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Common Knowledge
  • Dynamic Programming
  • Dynamic programming
  • Information Sharing
  • Information Rates

• A hierarchical security architecture for cyber-physical systems

  Zhu, Q., Rieger, C. & Başar, T., 2011, Proceedings - ISRCS 2011: 4th International Symposium on Resilient Control Systems. p. 15-20 6 p. 6016081. (Proceedings - ISRCS 2011: 4th International Symposium on Resilient Control Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cyber Physical System
  • Level control
  • Control systems
  • Communication

• A multi-resolution large population game framework for smart grid demand response management

  Zhu, Q. & Basar, T., 2011, International Conference on NETwork Games, Control and Optimization, NetGCooP 2011. 6103886. (International Conference on NETwork Games, Control and Optimization, NetGCooP 2011).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Fokker Planck equation

• Analysis and Control of a Continuous-Time Bi-Virus Model

  Liu, J., Pare, P. E., Nedic, A., Tang, C. Y., Beck, C. L. & Basar, T., Dec 2019, In: IEEE Transactions on Automatic Control. 64, 12, p. 4891-4906 16 p., 8638525.

  Research output: Contribution to journal › Article › peer-review

  • Viruses
  • Directed graphs
  • Decentralized control
  • System stability

• An approach to distributed parametric learning with streaming data

  Liu, J., Liu, Y., Nedić, A. & Başar, T., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3206-3211 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Streaming Data
  • Learning Model
  • Learning
  • Graph
  • Convergence Rate

• An approximation algorithm and price of anarchy for the binary-preference capacitated selfish replication game

  Etesami, S. R. & Basar, T., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 3568-3573 6 p. 7402771. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Price of Anarchy
  • Replication
  • Approximation algorithms
  • Approximation Algorithms
  • Game

• An impact-aware defense against Stuxnet

  Clark, A., Zhu, Q., Poovendran, R. & Basar, T., Sep 11 2013, 2013 American Control Conference, ACC 2013. p. 4140-4147 8 p. 6580475. (Proceedings of the American Control Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Control systems
  • Programmable logic controllers
  • Malware
  • Local area networks
  • Process control

• A noncooperative game for double auction-based energy trading between PHEVs and distribution grids

  Saad, W., Han, Z., Poor, H. V. & Basar, M. T., Dec 1 2011, 2011 IEEE International Conference on Smart Grid Communications, SmartGridComm 2011. p. 267-272 6 p. 6102331. (2011 IEEE International Conference on Smart Grid Communications, SmartGridComm 2011).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • electric vehicle
  • auction
  • Plug-in hybrid vehicles
  • Electric power distribution
  • energy

• An optimal control problem over infected networks

  Khanafer, A. & Basar, M. T., Jan 1 2014, The International Conference of Control, Dynamic Systems, and Robotics, CDSR 2014. Avestia Publishing, (International Conference of Control, Dynamic Systems, and Robotics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Optimal Control Problem
  • Nonlinear dynamical systems
  • Viruses
  • Controllers
  • Infection

• Applications of group testing to security decision-making in networks

  Bolouki, S., Dobakhshari, D. G., Basar, T., Gupta, V. & Nedich, A., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2929-2934 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Group Testing
  • Business
  • Decision Making
  • Testing
  • Decision making

• Approximate Nash equilibria in partially observed stochastic games with mean-field interactions

  Saldi, N., Başar, T. & Raginsky, M., 2019, In: Mathematics of Operations Research. 44, 3, p. 1006-1033 28 p.

  Research output: Contribution to journal › Article › peer-review

  • Stochastic Games
  • Mean Field
  • Nash Equilibrium
  • Game
  • Interaction

• A Stackelberg game for multi-period demand response management in the smart grid

  Alshehri, K., Liu, J., Chen, X. & Başar, T., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 5889-5894 6 p. 7403145. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Smart Grid
  • Stackelberg Game
  • Demand
  • Industry
  • Game

• Asymptotic behavior of a reduced conjunctive Boolean network

  Chen, X., Gao, Z. & Basar, T., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4404-4409 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Boolean Networks
  • Asymptotic Behavior
  • Orbits
  • Dynamical Systems
  • Dynamical systems

• A three-stage Colonel Blotto game: When to provide more information to an adversary

  Gupta, A., Başar, T. & Schwartz, G. A., Jan 1 2014, Decision and GameTheory for Security - 5th International Conference, GameSec 2014, Proceedings. Poovendran, R. & Saad, W. (eds.). Springer-Verlag Berlin Heidelberg, p. 216-233 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8840).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Cyber Physical System
  • Resource allocation
  • Game
  • Resources
  • Nash Equilibrium

• A three-stage Colonel Blotto game with applications to cyberphysical security

  Gupta, A., Schwartz, G., Langbort, C., Sastry, S. S. & Başar, T., 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 3820-3825 6 p. 6859164. (Proceedings of the American Control Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Resource allocation
  • Costs

• A time of transition

  Basar, M. T., Dec 1 2014, In: Automatica. 50, 12, p. 2965-2966 2 p.

  Research output: Contribution to journal › Editorial › peer-review

• Automatica prize paper awards 2011

  Başar, T., Nov 1 2011, In: Automatica. 47, 11, 1 p.

  Research output: Contribution to journal › Editorial › peer-review

• A viral model of product adoption with antagonistic interactions

  Ruf, S. F., Pare, P. E., Liu, J., Beck, C. L. & Basar, T., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3382-3387 6 p. 8815349. (Proceedings of the American Control Conference; vol. 2019-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• A Visibility-Based Pursuit-Evasion Game with a Circular Obstacle

  Bhattacharya, S., Başar, T. & Hovakimyan, N., Dec 1 2016, In: Journal of Optimization Theory and Applications. 171, 3, p. 1071-1082 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Pursuit-evasion Games
  • Evasion
  • Visibility
  • Game
  • Control Policy

• A zero-sum game between the network designer and an adversary in consensus protocols

  El Chamie, M. & Başar, T., 2016, Annals of the International Society of Dynamic Games. Birkhauser, p. 117-137 21 p. (Annals of the International Society of Dynamic Games; vol. 14).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Zero-sum Game
  • Zero sum game
  • Designer
  • Optimal Control
  • Mixed Strategy

• Batch-to-Batch Finite-Horizon LQ Control for Unknown Discrete-Time Linear Systems Via Stochastic Extremum Seeking

  Liu, S. J., Krstic, M. & Basar, T., Aug 2017, In: IEEE Transactions on Automatic Control. 62, 8, p. 4116-4123 8 p., 7605544.

  Research output: Contribution to journal › Article › peer-review

  • Linear systems
  • Cost functions
  • Costs

• Case Study of An Energy-Saving Game for Public Buildings

  Cheng, Z., Zhao, Q. & Başar, T., Dec 4 2018, 2018 IEEE 14th International Conference on Automation Science and Engineering, CASE 2018. IEEE Computer Society, p. 684-689 6 p. 8560530. (IEEE International Conference on Automation Science and Engineering; vol. 2018-August).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Managers
  • Energy conservation
  • Game theory
  • Costs
  • Experiments

• Cash-settled options for wholesale electricity markets

  Alshehri, K., Bose, S. & Başar, T., Jul 2017, In: IFAC-PapersOnLine. 50, 1, p. 13605-13611 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Power markets

• Characterization and comparison of information structures

  Yüksel, S. & Başar, T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 77-117 41 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Information Structure
  • Characterization
  • Counterexample
  • Costs
  • Dependent

• Characterizing the positive semidefiniteness of signed Laplacians via Effective Resistances

  Chen, W., Liu, J., Chen, Y., Khong, S. Z., Wang, D., Başar, T., Qiu, L. & Johansson, K. H., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 985-990 6 p. 7798396. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Effective Resistance
  • Negative resistance
  • Laplacian Matrix
  • Signed
  • Matrix

• Cluster consensus with point group symmetries

  Chen, X., Belabbas, M. A. & Basar, T., 2017, In: SIAM Journal on Control and Optimization. 55, 6, p. 3869-3889 21 p.

  Research output: Contribution to journal › Article › peer-review

  • Crystal symmetry
  • Point groups
  • Symmetry Group
  • Clustering
  • Voltage

• Coalitional games in partition form for joint spectrum sensing and access in cognitive radio networks

  Saad, W., Han, Z., Zheng, R., Hjørungnes, A., Basar, T. & Poor, H. V., Apr 2012, In: IEEE Journal on Selected Topics in Signal Processing. 6, 2, p. 195-209 15 p., 6075228.

  Research output: Contribution to journal › Article › peer-review

  • Cognitive radio
  • Data communication systems

• Coalition formation games for collaborative spectrum sensing

  Saad, W., Han, Z., Başar, T., Debbah, M. & Hjørungnes, A., Jan 2011, In: IEEE Transactions on Vehicular Technology. 60, 1, p. 276-297 22 p., 5607318.

  Research output: Contribution to journal › Article › peer-review

  • Spectrum Sensing
  • Coalition Formation
  • Game
  • Coalitions
  • Detection Probability

• Coding for control and connections with information theory

  Yüksel, S. & Başar, T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 155-177 23 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Networked Control
  • Information Rates
  • Rate-distortion
  • Information theory
  • Real-time