Publications

(1) Chapters | (2+14) Journals | (1) Theses | (1) Patents | (1+23) Conference Papers | (7) Talks


Chapters in Edited Volumes

  • M. O. Sayin and T. Basar. Deception-As-Defense Framework for Cyber-Physical Systems. In A. Teixeira and R. Ferrari (Eds.). Safety, Security, and Privacy for Cyber-Physical Systems, Springer International Publishing, submitted for publication, available at arXiv:1902.01364.

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Journal Papers

  1. M. O. Sayin, C.-W. Lin, E. Kang, S. Shiraishi, and T. Başar, “Reliable Smart Road Signs,” IEEE Transactions on Intelligent Transportation Systems, submitted for publication, available at arXiv:1901.10622, 2019.
  2. M. O. Sayin and T. Başar, “Robust Sensor Design Against Multiple Attackers with Misaligned Control Objectives,” IEEE Transactions on Automatic Control, submitted for publication, available at arXiv:1901.10618, 2019.
  3. M. O. Sayin, E. Akyol, and T. Başar, “Hierarchical Multi-stage Gaussian Signaling Games in Noncooperative Communication and Control Systems,” Automatica, vol. 107, pp. 9-20, 2019.
  4. N. D. Vanli, M. O. Sayin, M. Mohaghegh, H. Ozkan, and S. S. Kozat, “Nonlinear Regression via Incremental Decision Trees,” Pattern Recognition , vol. 86, pp. 1-13, 2019.
  5. M. O. Sayin, C.-W. Lin, S. Shiraishi, J. Shen, and T. Başar, “Information-driven Autonomous Intersection Control via Incentive Compatible Mechanisms,” IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 3, pp. 912-924, 2019.
  6. O. F. Kilic, T. Ergen, M. O. Sayin, and S. S. Kozat, “Team-Optimal Online Estimation of Dynamic Parameters over Distributed Tree Networks,” Signal Processing , vol. 154, pp. 148-158, 2019.
  7. M. O. Sayin, N. D. Vanli, S. S. Kozat, and T. Başar, “Stochastic Subgradient Algorithms for Strongly Convex Optimization over Distributed Networks,” IEEE Transactions on Network Science and Engineering, vol. 4, no. 4, pp. 248-260, 2017. [Runner-up of the 2019 IEEE TNSE Best Paper Award]
  8. M. O. Sayin, S. S. Kozat,  and T. Başar, “Team-Optimal Distributed MMSE Estimation in General and Tree Networks,” Digital Signal Processing, vol. 64, pp. 83-95, 2017.
  9. D. Kari, I. Marivani, F. Khan, M. O. Sayin, and S. S. Kozat, “Robust Adaptive Algorithms for Underwater Acoustic Channel Estimation and Their Performance Analysis,” Digital Signal Processing, vol. 68, pp. 57-68, 2017.
  10. N. D. Vanli, M. O. Sayin, I. Delibalta, and S. S. Kozat, “Sequential Nonlinear Learning for Distributed Multi-Agent Systems via Extreme Learning Machines,” IEEE Transactions on Neural Networks and Learning, vol. 28, no. 3, pp. 546-558, 2017.
  11. N. D. Vanli, K. Gokcesu, M. O. Sayin, H. Yilmaz, and S. S. Kozat, “Sequential Prediction Over Hierarchical Structures,” IEEE Transactions on Signal Processing, vol. 64, no. 23, pp.  6284-6298, 2016.
  12. O. F. Kilic, M. O. Sayin, I. Delibalta, and S. S. Kozat, “Computationally Highly Efficient Mixture of Adaptive Filters,” Signal, Image and Video Processing, pp. 1-8, 2016.
  13. M. O. Sayin, Y. Yilmaz, A. Demir, and S. S. Kozat, “Krylov Proportionate Normalized Least Mean Fourth Approach: Formulation and Performance Analysis,” Signal Processing, vol. 109, pp. 1-13, 2015.
  14. M. O. Sayin and S. S. Kozat, “Compressive Diffusion Strategies Over Distributed Networks for Reduced Communication Load,” IEEE Transactions on Signal Processing, vol. 62, no. 20, pp. 5308-5323, 2014.
  15. M. O. Sayin, N. D. Vanli, and S. S. Kozat, “A Novel Family of Adaptive Filtering Algorithms Based on the Logarithmic Cost,” IEEE Transactions on Signal Processing, vol. 62, no. 17, pp. 4411-4424, 2014.
  16. M. O. Sayin and S. S. Kozat, “Single Bit and Reduced Dimension Diffusion Strategies Over Distributed Networks,” IEEE Signal Processing Letter, vol. 20, no. 10, pp. 976-979, 2013.

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Theses

  • M. O. Sayin, “Online Learning Over Distributed Networks,” M.S. Thesis, Department of Electrical and Electronics Engineering, Bilkent University, 2015.

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Patents

  • M. O. Sayin, C.-W. Lin, S. Shiraishi, “Managing roadway intersections for vehicles,” US Application No 15/924,979 filed on 3/19/2018.

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Conference Papers

  1. M. O. Sayin and T. Başar, “On the Optimality of Linear Signaling to Deceive Kalman Filters Over Finite/Infinite Horizons,” in Proceedings of International Conference on Decision and Game Theory for Security, GameSec, on Lecture Notes in Computer Science, submitted for publication.
  2. M. O. Sayin, H. Hosseini, R. Poovendran, and T. Başar, “A Game Theoretical Framework for Inter-Process Adversarial Intervention Detection,” in Proceedings of International Conference on Decision and Game Theory for Security, GameSec, on Lecture Notes in Computer Science, Seattle, WA, Oct. 2018. [Student Travel Award]
  3. M. O. Sayin and T. Başar, “Dynamic Information Disclosure for Deception,” in IEEE Conference on Decision and Control, CDC, Miami, FL, 2018.
  4. M. O. Sayin and T. Başar, “Secure Sensor Design for Resiliency of Control Systems Prior to Attack Detection,” in IEEE Conference on Control Technology and Applications, CCTA, Copenhagen, Denmark, Aug. 2018. [Invited Paper]
  5. M. O. Sayin and T. Başar, “Deceptive Multi-dimensional Information Disclosure over a Gaussian Channel,” in American Control Conference, ACC, Milwaukee, WI, USA, June 2018.
  6. M. O. Sayin, C.-W. Lin, S. Shiraishi, and T. Başar, “Reliable Intersection Control in Non-cooperative Environments,” in American Control Conference, ACC, Milwaukee, WI, USA, June 2018.
  7. B. Zheng, M. O. Sayin, C.-W. Lin, S. Shiraishi, and Q. Zhu, “Timing and Security Analysis of VANET-based Intelligent Transportation Systems,” in IEEE International Conference on Computer-Aided Design, ICCAD, Irvine, CA, USA, Nov. 2017. [Invited Paper]
  8. M. O. Sayin and T. Başar, “Secure Sensor Design for Cyber-Physical Systems Against Advanced Persistent Threats,” in Proceedings of International Conference on Decision and Game Theory for Security, GameSec, on Lecture Notes in Computer Science, S. Raas, B. An, C. Kiekintveld, F. Fang, and S. Schauder, Eds., vol. 10575, Vienna, Austria, Oct. 2017. [Student Travel Award]
  9. M. O. Sayin, E. Akyol, and T. Başar, “Strategic Control of a Tracking System,” in IEEE Conference on Decision and Control, CDC, Las Vegas, NV, USA, Dec. 2016.
  10. M. O. Sayin, E. Akyol, and T. Başar, “On the Structure of Equilibrium Strategies in Dynamic Gaussian Signaling Games,” in IEEE Multi-conference on Systems and Control, MSC, Buenos Aires, Argentina, Sept. 2016.
  11. M. O. Sayin, N. D. Vanli, I. Delibalta, and S. S. Kozat, “Efficient and Distributed Tracking of Evolving State,” in IEEE Workshop on Machine Learning for Signal Processing, MLSP, Boston, MA, USA, Sept. 2015.
  12. N. D. Vanli, M. O. Sayin, I. Delibalta, and S. S. Kozat, “Universal Online Prediction via Order Preserving Patterns,” in IEEE Workshop on Machine Learning for Signal Processing, MLSP, Boston, MA, USA, Sept. 2015.
  13. M. O. Sayin, N. D. Vanli, I. Delibalta, and S. S. Kozat, “Optimal and Efficient Distributed Online Learning for Big Data,” in IEEE Big Data Congress, New York, NY, USA, June 2015, pp. 126-133.
  14. N. D. Vanli, M. O. Sayin, and S. S. Kozat, “Twice-Universal Piecewise Linear Regression via Infinite Depth Context Trees,” in IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, Brisbane, Australia, Apr. 2015, pp. 2051-2055.
  15. M. O. Sayin, N. D. Vanli, T. Goze, and S. S. Kozat, “Communication Efficient Channel Estimation Over Distributed Networks,” in IEEE Global Conference on Signal and Information Processing, GlobalSIP, Atlanta, GA, USA, Nov. 2014, pp. 138-142.
  16. N. D. Vanli, M. O. Sayin, T. Goze, and S. S. Kozat, “Energy Consumption Forecasting via Order Preserving Pattern Matching,” in IEEE Global Conference on Signal and Information Processing, GlobalSIP, Atlanta, GA, USA, Nov. 2014, pp. 238-242.
  17. N. D. Vanli, M. O. Sayin, S. Ergut, and S. S. Kozat, “Piecewise Nonlinear Regression via Decision Adaptive Trees,” in European Signal Processing Conference, EUSIPCO, Lisbon, Portugal, USA, Sept. 2014.
  18. N. D. Vanli, M. O. Sayin, S. Ergut, and S. S. Kozat, “Comprehensive Lower Bounds on Sequential Prediction,” in European Signal Processing Conference, EUSIPCO, Lisbon, Portugal, USA, Sept. 2014.
  19. M. O. Sayin, N. D. Vanli, and S. S. Kozat, “Logarithmic Regret Bound Over Diffusion Based Distributed Estimation,” in IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, Florence, Italy, May 2014, pp. 8287-8291.
  20. M. O. Sayin, N. D. Vanli, and S. S. Kozat, “Improved Convergence Performance of Adaptive Algorithms Through Logarithmic Cost,” in IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, Florence, Italy, May 2014, pp. 4513-4517.
  21. O. F. Kilic, M. O. Sayin, I. Delibalta, and S. S. Kozat, “Mixture of Set Membership Filters Approach for Big Data Signal Processing,” in IEEE Signal Processing and Communication Applications Conference, SIU, Zonguldak, Turkey, May 2016, pp. 1217-1220. [Best Student Paper Award]
  22. M. O. Sayin, N. D. Vanli, and S. S. Kozat, “Robust Set-Membership Filtering Algorithms Against Impulsive Noise,” in IEEE Signal Processing and Communication Applications Conference, SIU, Trabzon, Turkey, Apr. 2014, pp. 1551-1554.
  23. M. O. Sayin, N. D. Vanli, and S. S. Kozat, “Performance Analysis of Scalar Diffusion Strategy Over Distributed Networks,” in IEEE Signal Processing and Communication Applications Conference, SIU, Trabzon, Turkey, Apr. 2014.
  24. N. D. Vanli, M. O. Sayin, and S. S. Kozat, “Competitive Linear MMSE Estimation Under Structured Data Uncertainties,” in IEEE Signal Processing and Communication Applications Conference, SIU, Trabzon, Turkey, Apr. 2014, pp. 1861-1864.

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Talks/Posters

  1. M. O. Sayin and T. Başar, “Dynamic Deceptive Signaling of Multivariate Distributions Over Finite/Infinite Horizon,” in the 8th Midwest Workshop on Control and Game Theory, Washington University in St. Louis, MO, 2019. [Travel Award]
  2. M. O. Sayin and T. Başar, “Secure Sensor Design: Resiliency of Control Systems Prior to Attack Detection,” in the 7th Midwest Workshop on Control and Game Theory, Michigan State University, East Lansing, MI, 2018.
  3. M. O. Sayin and T. Başar, “Secure Sensor Design Against Stealthy Infiltration into Controllers: Resiliency Prior to Detection,” in the 13th CSL Student Conference, University of Illinois at Urbana-Champaign, Urbana, IL, 2018.
  4. M. O. Sayin, E. Akyol, and T. Başar, “Hierarchical Multi-stage Gaussian Signaling Games: Strategic Communication and Control,” in the 6th Midwest Workshop on Control and Game Theory, University of Michigan, Ann Arbor, MI, 2017.
  5. M. O. Sayin, E. Akyol, and T. Başar, “Strategic Control of a Tracking System,” in the 5th Midwest Workshop on Control and Game Theory, University of Purdue, West Lafayette, IN, 2016.
  6. M. O. Sayin and S. S. Kozat, “Optimal State Estimation Strategies Over Distributed Networks,” in Graduate Research Conference, Bilkent University, Ankara, Turkey, 2015. [Best Presentation Award]
  7. M. O. Sayin and S. S. Kozat, “Compressive Diffusion Strategies Over Distributed Networks,” in Graduate Research Conference, Bilkent University, Ankara, Turkey, 2014.

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