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• 2014

  Information spread in networks: Control, games, and equilibria

  Khanafer, A. & Basar, T., 2014.

  Research output: Contribution to conference › Paper › peer-review

  • Viruses
  • Game theory
  • Controllability
  • Multi agent systems
  • Decision making
• 2016

  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

• On the steady-state range of averaging dynamics

  Bolouki, S., Nedic, A. & Basar, T., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 6447-6452 6 p. 7526684. (Proceedings of the American Control Conference; vol. 2016-July).

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

• Stability of epidemic models over directed graphs: A positive systems approach

  Khanafer, A., Başar, T. & Gharesifard, B., Dec 1 2016, In: Automatica. 74, p. 126-134 9 p.

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

  • Directed graphs
  • Asymptotic stability
  • Topology
  • System theory
  • Curing

• The discrete-time Altafini model of opinion dynamics with communication delays and quantization

  Liu, J., El Chamie, M., Basar, T. & Acikmese, B., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3572-3577 6 p. 7798806. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

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

  • Opinion Dynamics
  • Communication Delay
  • Quantization
  • Discrete-time Model
  • Absolute value
• 2019

  Discrete-Time Polar Opinion Dynamics with Heterogeneous Individuals

  Liu, J., Ye, M., Anderson, B. D. O., Basar, T. & Nedic, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1694-1699 6 p. 8619071. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

  • Opinion Dynamics
  • Susceptibility
  • Discrete-time
  • Dynamic models
  • Dynamic Model
• 2014

  Discrete-time LQG mean field games with unreliable communication

  Moon, J. & Basar, T., Jan 1 2014, In: Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 2697-2702 6 p., 7039802.

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

  • Gaussian Fields
  • Mean Field
  • Communication
  • Game
  • Discrete-time
• 2016

  Distributed averaging with linear objective maps

  Chen, X., Belabbas, M. A. & Başar, T., Aug 1 2016, In: Automatica. 70, p. 179-188 10 p.

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

  • Directed graphs
  • Multi agent systems
• 2019

  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
• 2011

  Control over noisy forward and reverse channels

  Yüksel, S. & Başar, T., May 2011, In: IEEE Transactions on Automatic Control. 56, 5, p. 1014-1029 16 p., 5586646.

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

  • Controllers
  • Brownian movement
  • Remote control
  • Markov processes
  • Closed loop systems
• 2018

  Distributed discrete-time optimization by exchanging one bit of information

  Zhang, J., You, K. & Başar, T., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2065-2070 6 p. 8431279. (Proceedings of the American Control Conference; vol. 2018-June).

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

  • Graph theory
  • Costs
• 2011

  Risk-sensitive mean-field stochastic differential games

  Tembine, H., Zhu, Q. & Başar, T., Jan 1 2011, Proceedings of the 18th IFAC World Congress. 1 PART 1 ed. IFAC Secretariat, p. 3222-3227 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 44, no. 1 PART 1).

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

  • Vlasov equation
  • Fokker Planck equation
  • Game theory
  • Cost functions
• 2016

  Periodic behavior of a diffusion model over directed graphs

  Gao, Z., Chen, X., Liu, J. & Başar, T., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 37-42 6 p. 7798243. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

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

  • Directed Graph
  • Periodic Motion
  • Directed graphs
  • Diffusion Model
  • Finite automata
• 2018

  Networked estimation-privacy games

  Akyol, E., Langbort, C. & Basar, T., Mar 7 2018, 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 507-510 4 p. (2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings; vol. 2018-January).

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

  • Transmitters
  • Random variables
  • Error analysis
  • Entropy
  • Statistics
• 2011

  Distributed strategic learning with application to network security

  Zhu, Q., Tembine, H. & Basar, M. T., Sep 29 2011, Proceedings of the 2011 American Control Conference, ACC 2011. p. 4057-4062 6 p. 5991373. (Proceedings of the American Control Conference).

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

  • Network security
  • Ordinary differential equations
  • Sleep
  • Reinforcement learning
  • Learning algorithms
• 2017

  Distributed belief averaging using sequential observations

  Liu, Y., Liu, J., Basar, T. & Liu, M., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 680-685 6 p. 7963031. (Proceedings of the American Control Conference).

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

  • Directed graphs
  • Parallel algorithms
• 2013

  Dissemination and competition between contents in lossy susceptible infected susceptible (SIS) social networks

  Pinto, J. C. L., Chahed, T., Altman, E. & Başar, T., Jan 1 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 5789-5796 8 p. 6760802. (Proceedings of the IEEE Conference on Decision and Control).

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

  • Social Networks
  • Resources
  • Game
  • Cost functions
  • Stochastic Games
• 2016

  Discrete-time stochastic Stackelberg dynamic games with a large number of followers

  Moon, J. & Basar, M. T., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3578-3583 6 p. 7798807. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

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

  • Stackelberg Game
  • Dynamic Games
  • Stackelberg
  • Stackelberg Equilibrium
  • Mean Field
• 2014

  Toward optimal network topology design for fast and secure distributed computation

  Liu, J. & Başar, T., 2014, Decision and GameTheory for Security - 5th International Conference, GameSec 2014, Proceedings. Poovendran, R. & Saad, W. (eds.). Springer-Verlag Berlin Heidelberg, p. 234-245 12 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 › Conference contribution

  • Secure Computation
  • Distributed Computation
  • Network Topology
  • Stars
  • Topology
• 2018

  On convergence rate of a continuous-time distributed self-appraisal model with time-varying relative interaction matrices

  Xia, W., Liu, J., Basar, T. & Sun, X. M., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4076-4081 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

  • Rate of Convergence
  • Continuous Time
  • Time-varying
  • Confidence Level
  • Matrix
• 2016

  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
• 2013

  Finite-horizon LQ control for unknown discrete-time linear systems via extremum seeking

  Frihauf, P., Krstica, M. & Baar, T., Sep 2013, In: European Journal of Control. 19, 5, p. 399-407 9 p.

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

  • Linear systems
  • Cost functions
  • Mathematical operators
  • Controllers
• 2014

  Stability properties of infected networks with low curing rates

  Khanafer, A., Başar, T. & Gharesifard, B., Jan 1 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 3579-3584 6 p. 6859418. (Proceedings of the American Control Conference).

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

  • Curing
  • Dynamical systems
  • Controllers
• 2017

  Risk-sensitive control of Markov jump linear systems: Caveats and difficulties

  Moon, J. & Başar, T., Feb 1 2017, In: International Journal of Control, Automation and Systems. 15, 1, p. 462-467 6 p.

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

  • Linear systems
  • Cost functions
  • Differential equations
  • Set theory

• Secure Sensor Design for Cyber-Physical Systems Against Advanced Persistent Threats

  Sayin, M. O. & Basar, M. T., Jan 1 2017, Decision and Game Theory for Security - 8th International Conference, GameSec 2017, Proceedings. Kiekintveld, C., Schauer, S., An, B., Rass, S. & Fang, F. (eds.). Springer-Verlag, p. 91-111 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10575 LNCS).

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

  • Sensor
  • Cyber Physical System
  • Design
  • Sensors
  • Output
• 2018

  Fully decentralized multi-agent reinforcement learning with networked agents

  Zhang, K., Yang, Z., Liu, H., Zhang, T. & Başar, T., 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), p. 9340-9371 32 p. (35th International Conference on Machine Learning, ICML 2018; vol. 13).

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

  • Reinforcement learning
  • Telecommunication networks
  • Learning algorithms
• 2011

  Secure communication for mobile agents in an adversarial environment

  Bhattacharya, S. & Basar, M. T., Sep 13 2011, Fusion 2011 - 14th International Conference on Information Fusion. 5977618. (Fusion 2011 - 14th International Conference on Information Fusion).

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

  • Mobile agents
  • Secure communication
  • Trajectories
  • Autonomous vehicles
  • Game theory
• 2019

  Policy optimization provably converges to nash equilibria in zero-sum linear quadratic games

  Zhang, K., Yang, Z. & Basar, T., 2019, In: Advances in Neural Information Processing Systems. 32

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

  • Gradient methods
  • Reinforcement learning
  • Feedback control
  • Learning algorithms
• 2016

  On Semidefiniteness of Signed Laplacians with Application to Microgrids

  Chen, W., Wang, D., Liu, J., Başar, T., Johansson, K. H. & Qiu, L., 2016, In: IFAC-PapersOnLine. 49, 22, p. 97-102 6 p.

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

  • Negative resistance
  • Circuit theory
• 2019

  Revisiting Client Puzzles for State Exhaustion Attacks Resilience

  Noureddine, M. A., Fawaz, A. M., Hsu, A., Guldner, C., Vijay, S., Basar, T. & Sanders, W. H., Jun 2019, Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019. Institute of Electrical and Electronics Engineers Inc., p. 617-629 13 p. 8809536. (Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019).

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

  • Linux
  • Testbeds
  • Servers
  • Experiments

• Non-cooperative inverse reinforcement learning

  Zhang, X., Zhang, K., Miehling, E. & Basar, T., 2019, In: Advances in Neural Information Processing Systems. 32

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

  • Reinforcement learning
  • Masks
  • Decision making
  • Computer simulation
• 2014

  Internal stability of linear consensus processes

  Liu, J., Morse, A. S., Nedic, A. & Basar, T., Jan 1 2014, In: Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 922-927 6 p., 7039499.

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

  • Linear equations
  • Asymptotic stability
  • Linear systems
  • Differential equations
  • Internal
• 2019

  On Stability of Nonlinear Slowly Time-Varying and Switched Systems

  Gao, X., Liberzon, D. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6458-6463 6 p. 8618955. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

  • Switched Systems
  • Time-varying Systems
  • Time varying systems
  • Nonlinear Systems
  • Stability criteria

• Dynamic Information Disclosure for Deception

  Sayin, M. O. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1110-1117 8 p. 8619281. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

  • Deception
  • Disclosure
  • Cost functions
  • Artificial intelligence
  • Machine learning
• 2014

  Stability properties of infection diffusion dynamics over directed networks

  Khanafer, A., Basar, T. & Gharesifard, B., Jan 1 2014, In: Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 6215-6220 6 p., 7040363.

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

  • Directed Network
  • System theory
  • Asymptotic stability
  • Infection
  • Curing
• 2018

  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
• 2011

  Switching behavior in optimal communication strategies for team jamming games under resource constraints

  Bhattacharya, S., Khanafer, A. & Basar, T., Nov 7 2011, 2011 IEEE International Conference on Control Applications, CCA 2011. p. 1232-1237 6 p. 6044401. (Proceedings of the IEEE International Conference on Control Applications).

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

  • Jamming
  • Resource Constraints
  • Communication
  • Game
  • Strategy
• 2014

  Multi-agent networked systems with adversarial elements

  Başar, T., Jan 1 2014, Quantitative Evaluation of Systems - 11th International Conference, QEST 2014, Proceedings. Springer-Verlag, p. 5-8 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8657 LNCS).

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

  • Collaboration
  • Vertex of a graph
  • Graph in graph theory
  • Communication
  • Heterogeneous Agents
• 2017

  Multi-competitive viruses over static and time-varying networks

  Pare, P. E., Liu, J., Beck, C. L., Nedic, A. & Basar, T., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1685-1690 6 p. 7963195. (Proceedings of the American Control Conference).

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

  • Time varying networks
  • Viruses
  • Computer networks
• 2011

  Nash equilibrium seeking with infinitely-many players

  Frihauf, P., Krstic, M. & Başar, T., 2011, Proceedings of the 2011 American Control Conference, ACC 2011. Institute of Electrical and Electronics Engineers Inc., p. 3059-3064 6 p. 5991520. (Proceedings of the American Control Conference).

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

  • Game theory
• 2018

  Secure Sensor Design for Resiliency of Control Systems Prior to Attack Detection

  Sayin, M. O. & Basar, T., Oct 26 2018, 2018 IEEE Conference on Control Technology and Applications, CCTA 2018. Institute of Electrical and Electronics Engineers Inc., p. 1686-1691 6 p. 8511586. (2018 IEEE Conference on Control Technology and Applications, CCTA 2018).

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

  • Resiliency
  • Sensor
  • Attack
  • Control System
  • Design
• 2017

  The New Editor-in-Chief

  Başar, T., Apr 1 2017, In: Automatica. 78, 1 p.

  Research output: Contribution to journal › Editorial › peer-review
• 2011

  Optimal control in two-hop relay routing

  Altman, E., Basar, T. & De Pellegrini, F., Mar 2011, In: IEEE Transactions on Automatic Control. 56, 3, p. 670-675 6 p., 5648444.

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

  • Mobile ad hoc networks
  • Costs
• 2016

  Demand response management in the smart grid in a large population regime

  Maharjan, S., Zhu, Q., Zhang, Y., Gjessing, S. & Başar, T., Jan 2016, In: IEEE Transactions on Smart Grid. 7, 1, p. 189-199 11 p., 7115166.

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

  • Profitability
  • Hierarchical systems
  • Distributed power generation
  • Parallel algorithms
  • Power generation
• 2018

  Effects of subjective biases on strategic information transmission

  Nadendla, V. S. S., Langbort, C. & Basar, T., Dec 2018, In: IEEE Transactions on Communications. 66, 12, p. 6040-6049 10 p., 8444442.

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

  • Transceivers
  • Transmitters
• 2011

  Transition in an Editorship

  Başar, T., May 1 2011, In: Automatica. 47, 5, 1 p.

  Research output: Contribution to journal › Editorial › peer-review
• 2019

  Online planning for decentralized stochastic control with partial history sharing

  Zhang, K., Miehling, E. & Basar, T., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3544-3550 7 p. 8814803. (Proceedings of the American Control Conference; vol. 2019-July).

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

  • Planning
  • Computer networks
  • Dynamic programming
  • Decision making
  • Communication
• 2011

  Nash equilibrium seeking for dynamic systems with non-quadratic payoffs

  Frihauf, P., Krstic, M. & Başar, T., 2011, Proceedings of the 18th IFAC World Congress. 1 PART 1 ed. IFAC Secretariat, p. 3605-3610 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 44, no. 1 PART 1).

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

  • Dynamical systems
  • Game theory
  • Derivatives
• 2018

  Deceptive Multi-dimensional Information Disclosure over a Gaussian Channel∗

  Sayin, M. O. & Basar, T., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6545-6552 8 p. 8431702. (Proceedings of the American Control Conference; vol. 2018-June).

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

  • Communication
• 2019

  Secure Linear Quadratic Regulator Using Sparse Model-Free Reinforcement Learning

  Kiumarsi, B. & Basar, T., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3641-3647 7 p. 9028861. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

  • Reinforcement Learning
  • Bellman Equation
  • Regulator
  • Reinforcement learning
  • Sensor