Selected Publications

• Al Nuaimi, Taraf, Salama Al Zaabi, Mansor Alyilieli, Mohd AlMaskari, Salim Alblooshi, Fahad Alhabsi, Mohd Faizal Bin Yusof, and Ahmad Al Badawi. “A comparative evaluation of intrusion detection systems on the edge-IIoT-2022 dataset.” Intelligent Systems with Applications 20 (2023). URL

• Ravit Geva, Alexander Gusev, Yuriy Polyakov, Lior Liram, Oded Rosolio, Andreea Alexandru, Nicholas Genise, Marcelo Blatt, Zohar Duchin, Barliz Waissengrin, Dan Mirelman, Felix Bukstein, Deborah T. Blumenthal, Ido Wolf, Sharon Pelles, Tali Schaffer, Lee A. Lavi, Daniele Micciancio, Vinod Vaikuntanathan, Ahmad Al Badawi and Shafi Goldwasser. Collaborative Privacy-Preserving Analysis of Oncological Data using Multiparty Homomorphic Encryption. Accepted, Proceedings of the National Academy of Sciences (PNAS) 2023. URL

• Soni, D., Neda, N., Zhang, N., Reynwar, B., Gamil, H., Heyman, B., Nabeel, M., Al Badawi, A., Polyakov, Y., Canida, K. and Pedram, M., 2023. “RPU: The Ring Processing Unit”. In2023 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) 2023 Apr 23 (pp. 272-282). IEEE. URL

• Al Badawi, A., & Polyakov, Y. (2023). Demystifying bootstrapping in fully homomorphic encryption. Cryptology ePrint Archive. URL

• Ahmad Al Badawi, Chen, L. & Vig, S. Fast homomorphic SVM inference on encrypted data. Neural Comput & Applic (2022). URL

• Ahmad Al Badawi, et al.,”Multi-GPU Design and Performance Evaluation of Homomorphic Encryption on GPU Clusters” in IEEE Transactions on Parallel & Distributed Systems, vol. , no. 01, pp. 1-1, 5555. doi: 10.1109/TPDS.2020.3021238. URL

• Ahmad Al Badawi, L. Hoang, C. F. Mun, K. Laine and K. M. M. Aung, “PrivFT: Private and Fast Text Classification With Homomorphic Encryption,” in IEEE Access, vol. 8, pp. 226544-226556, 2020, doi: 10.1109/ACCESS.2020.3045465. URL

• Paul, Jestine, Meenatchi Sundaram Muthu Selva Annamalai, William Ming, Ahmad Al Badawi, Bharadwaj Veeravalli, and Khin Mi Mi Aung. “Privacy-preserving collective learning with homomorphic encryption.” IEEE Access 9 (2021): 132084-132096. URL

• Abu Al-Haija, Q. and Ahmad Al Badawi, “High-performance intrusion detection system for networked UAVs via deep learning. Neural Computing and Applications” 34(13), pp.10885-10900, 2022. URL

• Abu Al‐Haija, Qasem, Ahmad Al Badawi, and Giridhar Reddy Bojja. “Boost‐Defence for resilient IoT networks: A head‐to‐toe approach.” Expert Systems 39, no. 10 (2022): e12934. URL

• Ahmad Al Badawi, et al. “Implementation and performance evaluation of RNS variants of the BFV homomorphic encryption scheme.” IEEE Transactions on Emerging Topics in Computing (2019), DOI: 10.1109/TETC.2019.2902799. URL

• Ahmad Al Badawi, et al., “Towards the AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs,” in IEEE Transactions on Emerging Topics in Computing, DOI: 10.1109/TETC.2020.3014636. URL

• Ahmad Al Badawi, Bharadwaj Veeravalli, Chan Fook Mun, Khin Mi Mi Aung. High-Performance FV Somewhat Homomorphic Encryption on GPUs: An Implementation using CUDA. IACR TCHES issue 2, 2018. URL

• Ahmad Al Badawi, Bharadwaj Veeravalli, Khin Mi Mi Aung. Accelerating Subset Sum and Lattice based Public-Key Cryptosystems with Multi-core CPUs and GPUs. Journal of Parallel and Distributed Computing, 119 (2018): 179-190. URL

• Ahmad Al Badawi, and Ali Shatnawi. 2013. Static scheduling of directed acyclic data flow graphs onto multiprocessors using particle swarm optimization. Computers & Operations Research. Elsevier: Vol. 40, Issue 10, Paper: (2322-2328). URL

• Ahmad Al Badawi, Jack Bates, Flavio Bergamaschi, David Bruce Cousins, Saroja Erabelli, Nicholas Genise, Shai Halevi et al. “OpenFHE: Open-source fully homomorphic encryption library.” In Proceedings of the 10th Workshop on Encrypted Computing & Applied Homomorphic Cryptography, pp. 53-63. 2022. URL

• Jin, Chao, Ahmad Al Badawi, J. B. Unnikrishnan, Chan Fook Mun, James M. Brown, J. Peter Campbell, Michael Chiang, Jayashree Kalpathy-Cramer, Vijay Ramaseshan Chandrasekhar, and Pavitra Krishnaswamy. “CareNets: Efficient homomorphic CNN for high resolution images.” In NeurIPS Workshop on Privacy in Machine Learning (PriML). 2019. URL

For a comprehensive list fo my publications, check my Google Scholar.

Patents

• Hong Yang, Dee Meng Kang, Ahmad Al Badawi, Khin Mi Mi Aung. “DEVICE FOR PROCESSING HOMOMORPHICALLY ENCRYPTED DATA”. U.S. Patent Application 18/254,132. 01 Feb 2024. URL

• Al Badawi, Ahmad, and Khin Mi Mi Aung. “Homomorphic encryption using discrete Galois transforms.” U.S. Patent No. 11368280. 21 Jun. 2022. URL

• Ahmad Al Badawi, Khin Mi Mi Aung. MULTIPLICATION METHODS, NON-TRANSITORY COMPUTER-READABLE MEDIA, AND MULTIPLICATION DEVICES. PCT/SG2018/050366, 2018, US20220085970A1. URL