Publications

Working Papers and Preprints :

  1. Adaptive Online Learning for Gradient-Based Optimizers, S. Masoudian, A. Arabzadeh, M. Jafari Siavoshani, M. Jalali, A. Amouzad, CoRR, vol. abs/1906.00290.
  2. A Novel Communication Cost Aware Load Balancing in Content Delivery Networks using Honeybee Algorithm, H. Ghasemi, M. Jafari Siavoshani, S. Hadadan, CoRR, vol. abs/1902.04463.
  3. Low-Complexity Stochastic Generalized Belief Propagation, F. Haddadpour, M. Jafari Siavoshani, M. Noshad, CoRR, vol. abs/1605.02046.

Journal Papers:

  1. An Adaptable Deep Learning-Based Intrusion Detection System to Zero-Day Attacks, M. Soltani, B. Ousat, M. Jafari Siavoshani, A. H. Jahangir, Journal of Information Security and Applications, 2023. (An earlier version on ArXiv: CoRR, vol. abs/2108.09199).
  2. Machine learning interpretability meets TLS fingerprinting, M. Jafari Siavoshani, A. Khajehpour, A. M. Ziaei, A. A. Gatmiri, A. Taheri, Soft Computing, vol. 27, no. 11, pp. 7191–7208, 2023. (An earlier version on ArXiv: CoRR, vol. abs/2011.06304).
  3. Safe Deep Driving Behavior Detection (S3D), E. Khosravi, A. M. A. Hemmatyar, M. Jafari Siavoshani, and B. Moshiri, IEEE Access, vol. 10, pp. 113827–113838, 2022.
  4. Multi-Sender Index Coding Over Linear Networks, F. Ghaffari, S. P. Shariatpanahi, M. Jafari Siavoshani, and B. Bahrak, IEEE Communications Letters, vol. 26, no. 2, pp. 273–276, 2021.
  5. A Content-Based Deep Intrusion Detection System, M. Soltani, M. Jafari Siavoshani, A. H. Jahangir, International Journal of Information Security, 2021. (An earlier version on ArXiv: CoRR, vol. abs/2001.05009).
  6. Private Information Retrieval for a Multi-Message Scenario with Private Side Information, M. Jafari Siavoshani, S. P. Shariatpanahi, and M. A. Maddah-Ali, IEEE Transactions on Communications, vol. 69, no. 5, pp. 3235–3244, 2021.
  7. Coded Load Balancing in Cache Networks, M Jafari Siavoshani, F. Parvaresh, A. Pourmiri, and S. P. Shariatpanahi, IEEE Transactions on Parallel and Distributed Systems, vol. 31, no. 2, pp. 347–358, 2020.
  8. Deep Packet: A Novel Approach For Encrypted Traffic Classification Using Deep Learning, M. Lotfollahi, R. Shirali,  M. Jafari Siavoshani, and M. Saberian, Soft Computing, Springer Berlin Heidelberg, vol. 24, pp. 1999–2012, 2020. (An earlier version on ArXiv: CoRR, vol. abs/1709.02656).
  9. Storage, Communication, and Load Balancing Trade-off in Distributed Cache Networks, M. Jafari Siavoshani, A. Pormiri, and S. P. Shariatpanahi, IEEE Transactions on Parallel and Distributed Systems, vol. 29, no. 4, pp. 943–957, 2018. (Related GitHub Repository: Balls-and-Bins).
  10. Multi-party secret key agreement over state-dependent wireless broadcast channels, M. Jafari Siavoshani, S. Mishra, C. Fragouli, and S. N. Diggavi, IEEE Transactions on Information Forensics and Security, vol. 12, no. 2, pp. 323–337, 2017. (An earlier version on ArXiv: CoRR, vol. abs/1604.02380).
  11. Subspace Properties of Network Coding and their Applications, M. Jafari Siavoshani, C. Fragouli, and S. Diggavi, IEEE Transactions on Information Theory, vol. 58, no. 5, pp. 2599–2619, May 2012.
  12. On the Capacity of Non-Coherent Network Coding, M. Jafari Siavoshani, S. Mohajer, C. Fragouli, and S. Diggavi, IEEE Transactions on Information Theory, vol. 57, no. 2, pp. 1046–1066, Feb. 2011.
  13. Joint Identity-Message Coding, L. Keller, M. Jafari Siavoshani, C. Fragouli, K. Argyraki, and S. Diggavi, IEEE Journal on Selected Areas in Communications, vol. 28, no. 7, pp. 1083–1093, 2010.

Conference proceedings:

  1. Intelligent Reflecting Surfaces for Compute-and-Forward, M. Jafari Siavoshani, S. P. Shariatpanahi, N. Omidvar, Iran Workshop on Communication and Information Theory (IWCIT), 2021.
  2. On Multi-Session Website Fingerprinting over TLS Handshake, A. Ramezani, A. Khajehpour, and Mahdi Jafari Siavoshani, International Symposium on Telecommunications (IST), Tehran, Iran, 2020.
  3. A Variational Auto-Encoder Approach for Image Transmission in Noisy Channel, A. H. Estiri, M. R. Sabramooz, A. Banaei, A. H. Dehghan, B. Jamialahmadi, and M. Jafari Siavoshani, International Symposium on Telecommunications (IST), Tehran, Iran, 2020.
  4. Multi-Message Private Information Retrieval with Private Side Information, S. P. Shariatpanahi, M. Jafari Siavoshani, and M. A. Maddah-Ali, IEEE Information Theory Workshop (ITW), Guangzhou, China, 2018.
  5. Performance Analysis of Network Coding-based Content Delivery in Dual Interface Cellular Networks, M. H. Amerimehr, S. P. Shariatpanahi, M. Jafari Siavoshani, F. Ashtiani, and M. Mazoochi, Iran Workshop on Communication and Information Theory (IWCIT), Iran, 2018.
  6. On Communication Cost vs. Load Balancing in Content Delivery Networks, M. Jafari Siavoshani, S. P. Shariatpanahi, H. Ghasemi, and A. Pourmiri, IEEE Symposium on Computers and Communications (ISCC), Greece, 2017.
  7. Proximity-Aware Balanced Allocations in Cache Networks, A. Pourmiri, M. Jafari Siavoshani, S. P. Shariatpanahi, IEEE International Parallel & Distributed Processing Symposium (IPDPS), USA, 2017.
  8. Low-Complexity Stochastic Generalized Belief Propagation, F. Haddadpour, M. Jafari Siavoshani, M. Noshad, IEEE International Symposium on Information Theory (ISIT), Spain, 2016.
  9. Generalized belief propagation for estimating the partition function of the 2D Ising model, C. L. Chan, M. Jafari Siavoshani, S. Jaggi, N. Kashyap, P. O. Vontobel, IEEE International Symposium on Information Theory (ISIT), Hong Kong, Jun. 2015.
  10. On linear index coding from graph homomorphism perspective, J. B. Ebrahimi, M. Jafari Siavoshani, Information Theory and Applications Workshop (ITA), San Diego, USA, Feb. 2015.
  11. Linear Index Coding via Graph Homomorphism, J. B. Ebrahimi and M. Jafari Siavoshani, IEEE International Conference on Control, Decision and Information Technologies (CoDIT’14), France, Nov. 2014.
  12. On Index Coding and Graph Homomorphism, J. B. Ebrahimi and M. Jafari Siavoshani, IEEE Information Theory Workshop (ITW), Australia, Nov. 2014.
  13. On AVCs with Quadratic Constraints, F. Haddadpour, M. Jafari Siavoshani, M. Bakshi, S. Jaggi, IEEE International Symposium on Information Theory (ISIT), Jul. 2013. (Also see an extended version on arXiv).
  14. Multi-terminal Secrecy in a Linear Non-coherent Packetized Network, M. Jafari Siavoshani and C. Fragouli, Network Coding Workshop (NETCOD), Jun. 2012.
  15. Non-coherent network coding: an arbitrarily varying channel approach, M. Jafari Siavoshani, S. Yang, and R. W. Yeung, IEEE International Symposium on Information Theory (ISIT), Jul. 2012. (Also see its extended version).
  16. Group secret key agreement over state-dependent wireless broadcast channels, M. Jafari Siavoshani, S. Mishra, C. Fragouli, and S. N. Diggavi, IEEE International Symposium on Information Theory, Russia, 2011.
  17. Group Secret Key Generation over Broadcast Erasure Channels, M. Jafari Siavoshani, C. Fragouli, S. Diggavi, U. Pulleti, and K. Argyraki, Asilomar Conference on Signals, Systems, and Computers, Nov. 2010.
  18. On the Capacity of Multisource Non-Coherent Network Coding, S. Mohajer, M. Jafari, S. N. Diggavi, and C. Fragouli, Information Theory Workshop, June 2009.
  19. Code Construction for Multiple Sources Network Coding, M. Jafari, C. Fragouli, and S. Diggavi, MobiHoc-S3’09, New Orleans, Louisiana, USA, May 18, 2009.
  20. Compressed Network Coding Vectors, M. Jafari, L. Keller, C. Fragouli, and K. Argyraki, IEEE International Symposium on Information Theory, COEX, Seoul, Korea, June 2009.
  21. On the Capacity of Non-Coherent Network Coding, M. Jafari, S. Mohajer, C. Fragouli, and S. Diggavi, IEEE International Symposium on Information Theory, COEX, Seoul, Korea, June 2009.
  22. Identity Aware Sensor Networks, L. Keller, M. Jafari, K. Argyraki, C. Fragouli, and S. Diggavi, IEEE INFOCOM, Rio de Janeiro, Brazil, April 2009.
  23. Noncoherent Multisource Network Coding, M. Jafari Siavoshani, C. Fragouli, and S. Diggavi, IEEE International Symposium on Information Theory, Toronto, Canada, July 2008.
  24. On Locating Byzantine Attackers, M. Jafari Siavoshani, C. Fragouli, and S. Diggavi, Network Coding Workshop, Hong Kong, January 2008.
  25. Subspace Properties of Randomized Network Coding, M. Jafarisiavoshani, C. Fragouli, and S. Diggavi, IEEE Information Theory Workshop, Bergen, Norway, July 2007.
  26. Bottleneck Discovery and Overlay Management in Network Coded Peer-to-Peer Systems, M. Jafarisiavoshani, C. Fragouli, S. Diggavi, and C. Gkantsidis, SIGCOMM Workshop on Internet Network Management, Kyoto, Japan, August 2007.