Research

Research Interest

  • Mobile Computing

  • Machine Learning

Ongoing Research

  • Enabling Advanced Machine Learning Techniques on Computationally-Limited Devices

Undergraduate Thesis

  • User Identification in Smart Mobile Devices through Single-time Usage Analytics

Conference papers

  • Saiyma Sarmin, N. Anzum, K. H. Zubaer, F. Rahman, A. B. M. A. A. Islam, Securing Sensitive Information in Smart Mobile Devices through Difficult-to-Mimic and Single-Time Usage Analytics, In Proceedings of International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous), NY, USA, 2018. [PDF] [Slides]

  • Md S. Islam, Mohammad A., K. H. Zubaer, Saiyma Sarmin, Md T. Islam, B. Islam, and A. B. M. A. A. Islam, Trusted Worrier: A Low-Cost and High-Accuracy User Authentication System for Firearm Exploiting Dynamic Hand Pressure Biometrics, In Proceedings of 2017 International Conference on Networking Systems and Security (NSysS), IEEE, Dhaka, Bangladesh, 2017. [PDF]

  • Saiyma Sarmin, S. Bagchi, and A. B. M. A. A. Islam, Chameleon: Defending Secret Information from Eavesdropping Over Physical Environment, In Proceedings of 2016 International Conference on Networking Systems and Security (NSysS), IEEE, Dhaka, Bangladesh, 2016.

Posters

  • C. Yoo, Saiyma Sarmin, I. Hwang, E. Rozner, M. Cho, DeepFind: Sensor-driven Inference Acceleration for Continuous Deep Mobile Vision Applications, ACM HotMobile Workshop, Austin, TX, March 2020 [Best Poster Runner-up] [PDF]

  • Saiyma Sarmin, N. Anzum, K. H. Zubaer, F. Rahman, and A. B. M. A. A. Islam, Securing Sensitive Information in Smart Mobile Devices through Difficult-to-Mimic and Single-Time Usage Analytics, Grace Hopper Celebration of Women in Computing (GHC), Florida, USA, 2017 [ACM Student Research Competition] [Awarded Travel Grant] [PDF]

  • Md. M. Anjum, Saiyma Sarmin, Md. Kaykobad, and A. B. M. A. A. Islam, Towards Efficiently Securing Network Communication Exploiting A Synergy Between Compression and Encryption, Grace Hopper Celebration Women in Computing (GHC), Florida, USA, 2017 [Awarded Travel Grant] [PDF]

  • Saiyma Sarmin, N. Anzum, K. H. Zubaer, and A. B. M. A. A. Islam, User Identification in Smart Mobile Devices through Single-time Usage Analytics, Grace Hopper Celebration of Women in Computing (GHC), Texas, USA, 2016 [Accepted].