Publication Category: Conference Publications
Optimizing Efficiency of Perovskite Solar Cells Using Neural Network with MWCNT-Based HTL
Ihtesham Ibn Malek, Hafiz Imtiaz and Samia Subrina, “Optimizing Efficiency of Perovskite Solar Cells Using Neural Network with MWCNT-Based HTL”, accepted for publication in 28th International Conference on Computer and Information Technology (ICCIT 2025), December 2025.
Network Intrusion Detection using Semi-Supervised Learning for Unlabeled Big Data Through Oversampling
Md Iftekharul Haque and Hafiz Imtiaz, “Network Intrusion Detection using Semi-Supervised Learning for Unlabeled Big Data Through Oversampling”, accepted for publication in 28th International Conference on Computer and Information Technology (ICCIT 2025), December 2025.
Differentially-private canonical correlation analysis
Hafiz Imtiaz and A. D. Sarwate, “Differentially-private canonical correlation analysis,” 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Montreal, QC, 2017, pp. 283-287, DOI: 10.1109/GlobalSIP.2017.8308649
Differentially Private Distributed Principal Component Analysis
Hafiz Imtiaz and A. D. Sarwate, “Differentially Private Distributed Principal Component Analysis,” ICASSP 2018 – IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, AB, 2018, pp. 2206-2210, DOI: 10.1109/ICASSP.2018.8462519
Improved Algorithms for Differentially Private Orthogonal Tensor Decomposition
Hafiz Imtiaz and A. D. Sarwate, “Improved Algorithms for Differentially Private Orthogonal Tensor Decomposition,” ICASSP 2018 – IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, AB, 2018, pp. 2201-2205, DOI: 10.1109/ICASSP.2018.8461303
Distributed Differentially-private Canonical Correlation Analysis
Hafiz Imtiaz and A. D. Sarwate, “Distributed Differentially-private Canonical Correlation Analysis,” ICASSP 2019 – IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, 2019, pp. 3112-3116, DOI: 10.1109/ICASSP.2019.8683252
Correlation-Assisted Distributed Differentially Private Estimation
Hafiz Imtiaz, Jafar Mohammadi and Anand Sarwate, “Correlation-Assisted Distributed Differentially Private Estimation”, NeurIPS Workshop on Privacy in Machine Learning, 2019. https://priml-workshop.github.io/priml2019/
Cyber Threat Detection Using Machine Learning Algorithms on Heterogeneous MiniVHS-22 Dataset
Faiaz Rahman, Rafee Zunaied Tanna, Umme Habiba, Rizwan Shaikh, Zahidur Rahman, and Hafiz Imtiaz, “Cyber Threat Detection Using Machine Learning Algorithms on Heterogeneous MiniVHS-22 Dataset”, In proceedings of the 25th International Conference on Computer and Information Technology (ICCIT), December 2022. pp. 866-869. DOI: https://doi.org/10.1109/ICCIT57492.2022.10055036
DCT-Based Feature Extraction for Human Activity Recognition using WiFi Channel State Information Data
Ishtiaque A. Showmik, Tahsina Farah Sanam, and Hafiz Imtiaz, “DCT-Based Feature Extraction for Human Activity Recognition using WiFi Channel State Information Data”, In proceedings of the IEEE Region 10 Conference (TENCON), Chiang Mai, Thailand, October 2023. pp. 1129-1133. DOI: https://doi.org/10.1109/TENCON58879.2023.10322339
Empirical Analysis of the Privacy-Utility Trade-off of Classification Algorithms Under Differential Privacy
Nur Mohammad Sarwar Bari, and Hafiz Imtiaz, “Empirical Analysis of the Privacy-Utility Trade-off of Classification Algorithms Under Differential Privacy”, In proceedings of the 26th International Conference on Computer and Information Technology (ICCIT), Cox’s Bazar, Bangladesh, December 2023. pp. 1-6, DOI: https://doi.org/10.1109/ICCIT60459.2023.10441153