Dr. Tara Javidi is a professor in the Electrical and Computer Engineering department at the University of California, San Diego. Co-PI and Networks team co-lead. Jacobs Family Scholar and Professor of Electrical and Computer Engineering. Founding co-director for the Center for Machine Intelligence, Computing, and Security. Fellow of IEEE. Halıcıoğlu Data Science Institute Faculty Fellow.
Learning-Based Attacks in Cyber-Physical Systems
Khojasteh, M. J., Khina, A., Franceschetti, M., & Javidi, T. (2021). Learning-Based Attacks in Cyber-Physical Systems. IEEE Transactions on Control of Network Systems, 8(1), 437–449. https://doi.org/10.1109/tcns.2020.3028035
Improved Target Acquisition Rates with Feedback Codes
Lalitha, A., Ronquillo, N., & Javidi, T. (2018). Improved Target Acquisition Rates with Feedback Codes. IEEE Journal of Selected Topics in Signal Processing, 12(5), 871–885. https://doi.org/10.1109/jstsp.2018.2850751
Safe Machine Learning and Defeating Adversarial Attacks
Darvish Rouani, B., Samragh, M., Javidi, T., & Koushanfar, F. (2019). Safe Machine Learning and Defeating Adversarial Attacks. IEEE Security and Privacy, 17(2), 31–38. https://doi.org/10.1109/msec.2018.2888779
Gaussian Estimation under Attack Uncertainty
Javidi, T., Kaspi, Y., & Tyagi, H. (2015). Gaussian Estimation under Attack Uncertainty. 2015 IEEE Information Theory Workshop (ITW). https://doi.org/10.1109/itw.2015.7133120
System Identification from Partial Samples: Non-Asymptotic Analysis
Rao, M., Kipnis, A., Javidi, T., Eldar, Y. C., & Goldsmith, A. (2016). System Identification from Partial Samples: Non-Asymptotic Analysis. 2016 IEEE 55th Conference on Decision and Control (CDC). https://doi.org/10.1109/cdc.2016.7798707
Dr. Shirin Saeedi Bidokhti is an assistant professor in the Department of Electrical and Systems Engineering at the University of Pennsylvania. Networks team. NSF CAREER award, NSF CRII award.
Real-time Sampling and Estimation on Random Access Channels: Age of Information and Beyond
Chen, X., Liao, X., & Bidokhti, S. S. (2021). Real-time Sampling and Estimation on Random Access Channels: Age of Information and Beyond. IEEE INFOCOM 2021 - IEEE Conference on Computer Communications. https://doi.org/10.1109/infocom42981.2021.9488702
Age of Information in Random Access Channels
Chen, X., Gatsis, K., Hassani, H., & Bidokhti, S. S. (2020). Age of Information in Random Access Channels. 2020 IEEE International Symposium on Information Theory (ISIT). https://doi.org/10.1109/isit44484.2020.9174254
Noisy Broadcast Networks With Receiver Caching
Bidokhti, S. S., Wigger, M., & Timo, R. (2018). Noisy Broadcast Networks With Receiver Caching. IEEE Transactions on Information Theory, 64(11), 6996–7016. https://doi.org/10.1109/tit.2018.2835507
A Rate-Distortion Approach to Caching
Timo, R., Bidokhti, S. S., Wigger, M., & Geiger, B. C. (2018). A Rate-Distortion Approach to Caching. IEEE Transactions on Information Theory, 64(3), 1957–1976. https://doi.org/10.1109/tit.2017.2768058
Capacity Bounds for Diamond Networks With an Orthogonal Broadcast Channel
Bidokhti, S. S., & Kramer, G. (2016). Capacity Bounds for Diamond Networks With an Orthogonal Broadcast Channel. IEEE Transactions on Information Theory, 62(12), 7103–7122. https://doi.org/10.1109/tit.2016.2609388
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