Sina's Blog

CS and AI

Publications

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  1. S. Fathi-Kazerooni and R. Rojas-Cessa, “Countering Machine-Learning Classification of Applications by Equalizing Network Traffic Statistics,” in IEEE Transactions on Network Science and Engineering, doi: 10.1109/TNSE.2021.3113656. Published version
  2. S. Fathi-Kazerooni, R. Rojas-Cessa, Z. Dong, and V. Umpaichitra, “Correlation of subway turnstile entries and COVID-19 prevalence and deaths in New York City”, Infectious Disease Modelling, 2021, ISSN 2468-0427, doi: 10.1016/j.idm.2020.11.006. BibTeX – Published version (Open Access)
  3. S. Fathi-Kazerooni and R. Rojas-Cessa, “GAN Tunnel: Network Traffic Steganography by using GANs to Counter Internet Traffic Classifiers”, in IEEE Access, doi: 10.1109/ACCESS.2020.3007577. BibTeX – Published version (Open Access)
  4. S. Fathi-Kazerooni, Y. Kaymak, and R. Rojas-Cessa, “Identification of User Application by an External Eavesdropper using Machine Learning Analysis on Network Traffic”, IEEE ICC 2019 Workshop. BibTeX – Published version
  5. Y. Kaymak, S. Fathi-Kazerooni, and R. Rojas-Cessa, “Indirect Diffused Light Free-Space Optical Communications for Vehicular Networks,” in IEEE Communications Letters, Feb 2019 BibTeX – Published version
  6. S. Fathi-Kazerooni, Y. Kaymak, and R. Rojas-Cessa, “Tracking User Application Activity by using Machine Learning Techniques on Network Traffic”, 2019 IEEE 1st International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2019) BibTeX – Published version
  7. Y. Kaymak, S. Fathi-Kazerooni, and R. Rojas-Cessa, J. Feng, N. Ansari, M. Zhou, and T. Zhang, “Beam with Adaptive Divergence Angle in Free-Space Optical Communications for High-Speed Trains.” arXiv preprint arXiv:1812.11233 (2018). BibTeX – arXiv Version (pdf)
  8. A. Agnihotri, S. Fathi-Kazerooni, Y. Kaymak, and R. Rojas-Cessa, “Evacuating Routes in Indoor-Fire Scenarios with Selection of Safe Exits on Known and Unknown Buildings using Machine Learning”, 2018 IEEE 39th Sarnoff Symposium. BibTeX – Published version
  9. S. Fathi-Kazerooni, Y. Kaymak, R. Rojas-Cessa, J. Feng, N. Ansari, M. Zhou, and T. Zhang, Optimal Positioning of Ground Base Stations in Free-Space Optical Communications for High-Speed Trains, IEEE Trans. on Intelligent Transportation Systems, vol. 19, no. 6, pp. 1940-1949, June 2018. BibTeX – Published Version
  10. S. Fathi Kazerooni, R. Rojas-Cessa, (2017, May). SRA: Slot Reservation Announcement Scheme for Increasing Bandwidth Utilization in IEEE 802.11 Crowded Networks. In Communications (ICC), 2017 IEEE International Conference on (pp. 1-6). IEEE. BibTeX – Published Version