Hello, I'm Ali Alfatemi

Current Projects

Research Interests

Large Language Models (LLMs), AI for Network Security, Machine Learning, Computer Vision.

Selected Publications

• Ali Alfatemi, Mohamed Rahouti, Ruhul Amin, Sarah ALJamal, Kaiqi Xiong, Yufeng Xin.
  Advancing DDoS Attack Detection: A Synergistic Approach Using Deep Residual Neural Networks and Synthetic Oversampling. arXiv preprint arXiv:2401.03116, 2024. [Paper]
• Ali Alfatemi, Hong Peng, Wentao Rong, Bin Zhang, Hongmin Cai.
  Patient Subgrouping with Distinct Survival Rates via Integration of Multiomics Data on a Grassmann Manifold. BMC Medical Informatics and Decision Making, vol. 22, no. 1, pp. 190, 2022. [Paper] [Code]
• Ali Alfatemi, Mohamed Rahouti, Frank Hsu, Christina Schweikert.
  Advancing NCAA March Madness Forecasts Through Deep Learning and Combinatorial Fusion Analysis. Intelligent Systems Conference, 2024. [Paper]
• Ali Alfatemi, Diogo Oliveira, Mohamed Rahouti, Abdelatif Hafid, Nasir Ghani.
  Precision DDoS Detection through Gaussian Noise-Augmented Neural Networks. 2024 15th International Conference on Network of the Future (NoF), Pages 178–185. [Paper]
• Ali Alfatemi, Mohamed Rahouti, D. Frank Hsu, Christina Schweikert, Nasir Ghani, Aiman Solyman, Mohammad I. Saryuddin Assaqty.
  Identifying Distributed Denial of Service Attacks through Multi-Model Deep Learning Fusion and Combinatorial Analysis. Journal of Network and Systems Management, vol. 33, article 8, 2025. [Paper]
• Ali Alfatemi, Sarah A.L. Jamal, Nasim Paykari, Mohamed Rahouti, Abdellah Chehri.
  Multi-Label Classification with Deep Learning and Manual Data Collection for Identifying Similar Bird Species.
  Procedia Computer Science, Volume 246, 2024, Pages 558-565. ISSN 1877-0509.
  [DOI] [Paper]
• Ali Alfatemi, Sarah A.L. Jamal, Nasim Paykari, Mohamed Rahouti, Ruhul Amin, Abdellah Chehri.
  Refining Bird Species Identification through GAN-Enhanced Data Augmentation and Deep Learning Models.
  Procedia Computer Science, Volume 246, 2024, Pages 548-557. ISSN 1877-0509.
  [DOI] [Paper]
• Aiman Solyman, Marco Zappatore, Wang Zhenyu, Zeinab Mahmoud, Ali Alfatemi, Ashraf Osman Ibrahim.
  Optimizing the Impact of Data Augmentation for Low-Resource Grammatical Error Correction. Journal of King Saud University-Computer and Information Sciences, vol. 35, no. 6, pp. 101572, 2023. [Paper] [Code]
• Zeinab Mahmoud, Chunlin Li, Marco Zappatore, Aiman Solyman, Ali Alfatemi, Ashraf Osman Ibrahim.
  Semi-Supervised Learning and Bidirectional Decoding for Effective Grammar Correction in Low-Resource Scenarios. PeerJ Computer Science, vol. 9, pp. e1639, 2023. [Paper] [Code]
• S. K. Jagatheesaperumal, Mohamed Rahouti, Ali Alfatemi, N. Ghani, V. K. Quy, "Enabling Trustworthy Federated Learning in Industrial IoT: Bridging the Gap Between Interpretability and Robustness," [Paper], vol. 7, no. 5, pp. 38-44, 2024.
• A. Hafid, M. Ebrahim, Ali Alfatemi, Mohamed Rahouti, D. Oliveira, "Cryptocurrency Price Forecasting Using XGBoost Regressor and Technical Indicators," arXiv preprint arXiv:2407.11786, 2024. [Preprint]
• Fernando Martinez, Mariyam Mapkar, Ali Alfatemi, Mohamed Rahouti, Yufeng Xin, Kaiqi Xiong, Nasir Ghani, "Redefining DDoS Attack Detection Using A Dual-Space Prototypical Network-Based Approach," 2024 33rd International Conference on Computer Communications and Networks (ICCCN), Kailua-Kona, HI, USA, 2024, pp. 1-9, doi: 10.1109/ICCCN61486.2024.10637509. [Paper]
• Mohammad Iqbal Saryuddin Assaqty, Ying Gao, Ali Alfatemi, Ashraf Osman Ibrahim, A. W. Abulfaraj, F. Binzagr, "PBEMS: A Permissioned Blockchain-based Equipment Maintenance System in Smart Manufacturing," 2023, Preprints. [Preprint]
• Nasim Paykari, Razieh Jokar, Ali Alfatemi, Damian Lyons, Mohamed Rahouti.
  Optimizing Control Strategies for Wheeled Mobile Robots Using Fuzzy Type I and II Controllers and Parallel Distributed Compensation. arXiv preprint arXiv:2409.17161, 2024. [Preprint]
• Mohammed Aledhari, Mohamed Rahouti and Ali Alfatemi
  Towards Equitable ASD Diagnostics: A Comparative Study of Machine and Deep Learning Models Using Behavioral and Facial Data. arXiv preprint arXiv:2411.05880, 2024. [preprint]
• Zeinab Mahmoud, Natalia Kryvinska, Mohammed Abdalsalm, Aiman Solyman, Ali Alfatemi and Ahmad Musyafa.
  IAENG International Journal of Computer Science 51, no. 11 (2024). [Paper] [Code]