Selected Publications
Alexandru, A., Al Badawi, A., Micciancio, D., & Polyakov, Y. (2024). Application-Aware Approximate Homomorphic Encryption: Configuring FHE for Practical Use. Cryptology ePrint Archive. URL
Al Badawi, A., & Faizal Bin Yusof, M. (2024). Private Pathological Assessment via Machine Learning and Homomorphic Encryption. BioData Mining, 17(1), 33. URL
Mazzone, F., Badawi, A. A., Polyakov, Y., Everts, M., Hahn, F., & Peter, A. (2024). Investigating Privacy Attacks in the Gray-Box Setting to Enhance Collaborative Learning Schemes. arXiv preprint arXiv:2409.17283. URL
Al Badawi, A., Yeo, S. L., & Yusof, M. F. B. (2024). A Generalized Number-Theoretic Transform for Efficient Multiplication in Lattice Cryptography. Contemporary Mathematics, 4200-4222. URL
Al Nuaimi, T., Al Zaabi, S., Alyilieli, M., AlMaskari, M., Alblooshi, S., Alhabsi, F., Yusof, M. F. B., & Al Badawi, A. (2023). A Comparative Evaluation of Intrusion Detection Systems on the Edge-IIoT-2022 Dataset. Intelligent Systems with Applications, 20. URL
Geva, R., Gusev, A., Polyakov, Y., Liram, L., Rosolio, O., Alexandru, A., Genise, N., Blatt, M., Duchin, Z., Waissengrin, B., Mirelman, D., Bukstein, F., Blumenthal, D. T., Wolf, I., Pelles, S., Schaffer, T., Lavi, L. A., Micciancio, D., Vaikuntanathan, V., Al Badawi, A., & Goldwasser, S. (2023). Collaborative Privacy-Preserving Analysis of Oncological Data using Multiparty Homomorphic Encryption. Proceedings of the National Academy of Sciences (PNAS). URL
Soni, D., Neda, N., Zhang, N., Reynwar, B., Gamil, H., Heyman, B., Nabeel, M., Al Badawi, A., Polyakov, Y., Canida, K., & Pedram, M. (2023). RPU: The Ring Processing Unit. 2023 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 272-282. URL
Al Badawi, A., & Polyakov, Y. (2023). Demystifying Bootstrapping in Fully Homomorphic Encryption. Cryptology ePrint Archive. URL
Al Badawi, A., Chen, L., & Vig, S. (2022). Fast Homomorphic SVM Inference on Encrypted Data. Neural Computing & Applications. URL
Al Badawi, A., et al. (2020). Multi-GPU Design and Performance Evaluation of Homomorphic Encryption on GPU Clusters. IEEE Transactions on Parallel & Distributed Systems. URL
Al Badawi, A., Hoang, L., Mun, C. F., Laine, K., & Aung, K. M. M. (2020). PrivFT: Private and Fast Text Classification With Homomorphic Encryption. IEEE Access, 8, 226544-226556. URL
Paul, J., Annamalai, M. S. M. S., Ming, W., Al Badawi, A., Veeravalli, B., & Aung, K. M. M. (2021). Privacy-Preserving Collective Learning with Homomorphic Encryption. IEEE Access, 9, 132084-132096. URL
Abu Al-Haija, Q., & Al Badawi, A. (2022). High-Performance Intrusion Detection System for Networked UAVs via Deep Learning. Neural Computing and Applications, 34(13), 10885-10900. URL
Abu Al-Haija, Q., Al Badawi, A., & Bojja, G. R. (2022). Boost-Defence for Resilient IoT Networks: A Head-to-Toe Approach. Expert Systems, 39(10), e12934. URL
Al Badawi, A., et al. (2019). Implementation and Performance Evaluation of RNS Variants of the BFV Homomorphic Encryption Scheme. IEEE Transactions on Emerging Topics in Computing. URL
Al Badawi, A., et al. (2020). Towards the AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs. IEEE Transactions on Emerging Topics in Computing. URL
Al Badawi, A., Veeravalli, B., Mun, C. F., & Aung, K. M. M. (2018). High-Performance FV Somewhat Homomorphic Encryption on GPUs: An Implementation using CUDA. IACR Transactions on Cryptographic Hardware and Embedded Systems, 2. URL
Al Badawi, A., Veeravalli, B., & Aung, K. M. M. (2018). Accelerating Subset Sum and Lattice-Based Public-Key Cryptosystems with Multi-Core CPUs and GPUs. Journal of Parallel and Distributed Computing, 119, 179-190. URL
Al Badawi, A., & Shatnawi, A. (2013). Static Scheduling of Directed Acyclic Data Flow Graphs onto Multiprocessors Using Particle Swarm Optimization. Computers & Operations Research, 40(10), 2322-2328. URL
Al Badawi, A., Bates, J., Bergamaschi, F., Cousins, D. B., Erabelli, S., Genise, N., Halevi, S., et al. (2022). OpenFHE: Open-Source Fully Homomorphic Encryption Library. Proceedings of the 10th Workshop on Encrypted Computing & Applied Homomorphic Cryptography, 53-63. URL
Jin, C., Al Badawi, A., Unnikrishnan, J. B., Mun, C. F., Brown, J. M., Campbell, J. P., Chiang, M., Kalpathy-Cramer, J., Chandrasekhar, V. R., & Krishnaswamy, P. (2019). CareNets: Efficient Homomorphic CNN for High-Resolution Images. NeurIPS Workshop on Privacy in Machine Learning (PriML). URL
For a comprehensive list of my publications, please visit my Google Scholar profile.
Patents
Hong, Y., Kang, D. M., Al Badawi, A., & Aung, K. M. M. (2024). Device for Processing Homomorphically Encrypted Data. U.S. Patent Application 18/254,132. URL
Al Badawi, A., & Aung, K. M. M. (2022). Homomorphic Encryption Using Discrete Galois Transforms. U.S. Patent No. 11,368,280. URL
Al Badawi, A., & Aung, K. M. M. (2018). Multiplication Methods, Non-Transitory Computer-Readable Media, and Multiplication Devices. PCT/SG2018/050366, US20220085970A1. URL