Dr. Ahmad Al Badawi

Selected Publications & Patents

A selection of journal, conference, and preprint publications. For the complete list, see my Google Scholar profile.

2026

  • Cryptology ePrintPreprint

    SoK: Private LLM Inference using Approximate Homomorphic Encryption

    Al Badawi, A., Alexandru, A., Polyakov, Y., & Vaikuntanathan, V.

    Paper
  • IACR CiCJournal

    Application-Aware Approximate Homomorphic Encryption: Configuring FHE for Practical Use

    Alexandru, A., Al Badawi, A., Micciancio, D., & Polyakov, Y.

    Paper

2025

  • IJRESJournal

    Hardware Design for Fast Gate Bootstrapping in Fully Homomorphic Encryption over the Torus

    Vig, S., Al Badawi, A., & Yusof, M.

    Paper
  • WAHCWorkshop

    FHERMA Cookbook: FHE Components for Privacy-Preserving Applications

    Adamek, J., Aikata, A., Al Badawi, A., Alexandru, A., Arakelov, A., Arakelov, G., et al.

    Paper
  • IFIP DBSecConference

    Encrypt What Matters: Selective Model Encryption for More Efficient Secure Federated Learning

    Mazzone, F., Al Badawi, A., Polyakov, Y., Everts, M., Hahn, F., & Peter, A.

    Paper
  • Book ChapterFederated Learning: A Systematic Review

    Private SVM Inference on Encrypted Data

    Al Badawi, A.

    Paper

2024

  • BioData MiningJournal

    Private Pathological Assessment via Machine Learning and Homomorphic Encryption

    Al Badawi, A., & Faizal Bin Yusof, M.

    Paper
  • arXivPreprint

    Investigating Privacy Attacks in the Gray-Box Setting to Enhance Collaborative Learning Schemes

    Mazzone, F., Badawi, A. A., Polyakov, Y., Everts, M., Hahn, F., & Peter, A.

    Paper
  • Contemp. Math.Journal

    A Generalized Number-Theoretic Transform for Efficient Multiplication in Lattice Cryptography

    Al Badawi, A., Yeo, S. L., & Yusof, M. F. B.

    Paper

2023

  • Intell. Syst. with Apps.Journal

    A Comparative Evaluation of Intrusion Detection Systems on the Edge-IIoT-2022 Dataset

    Al Nuaimi, T., Al Zaabi, S., Alyilieli, M., AlMaskari, M., Alblooshi, S., Alhabsi, F., Yusof, M. F. B., & Al Badawi, A.

    Paper
  • PNASJournal

    Collaborative Privacy-Preserving Analysis of Oncological Data using Multiparty Homomorphic Encryption

    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.

    Paper
  • ISPASSConference

    RPU: The Ring Processing Unit

    Soni, D., Neda, N., Zhang, N., Reynwar, B., Gamil, H., Heyman, B., Nabeel, M., Al Badawi, A., Polyakov, Y., Canida, K., & Pedram, M.

    Paper
  • Cryptology ePrintPreprint

    Demystifying Bootstrapping in Fully Homomorphic Encryption

    Al Badawi, A., & Polyakov, Y.

    Paper

2022

  • Neural Comput. & Appl.Journal

    Fast Homomorphic SVM Inference on Encrypted Data

    Al Badawi, A., Chen, L., & Vig, S.

    Paper
  • WAHCWorkshop

    OpenFHE: Open-Source Fully Homomorphic Encryption Library

    Al Badawi, A., Bates, J., Bergamaschi, F., Cousins, D. B., Erabelli, S., Genise, N., Halevi, S., et al.

    Paper
  • Neural Comput. & Appl.Journal

    High-Performance Intrusion Detection System for Networked UAVs via Deep Learning

    Abu Al-Haija, Q., & Al Badawi, A.

    Paper
  • Expert SystemsJournal

    Boost-Defence for Resilient IoT Networks: A Head-to-Toe Approach

    Abu Al-Haija, Q., Al Badawi, A., & Bojja, G. R.

    Paper

2021

  • IEEE AccessJournal

    Privacy-Preserving Collective Learning with Homomorphic Encryption

    Paul, J., Annamalai, M. S. M. S., Ming, W., Al Badawi, A., Veeravalli, B., & Aung, K. M. M.

    Paper

2020

  • IEEE TPDSJournal

    Multi-GPU Design and Performance Evaluation of Homomorphic Encryption on GPU Clusters

    Al Badawi, A., et al.

    Paper
  • IEEE AccessJournal

    PrivFT: Private and Fast Text Classification With Homomorphic Encryption

    Al Badawi, A., Hoang, L., Mun, C. F., Laine, K., & Aung, K. M. M.

    Paper
  • IEEE TETCJournal

    Towards the AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs

    Al Badawi, A., et al.

    Paper

2019

  • IEEE TETCJournal

    Implementation and Performance Evaluation of RNS Variants of the BFV Homomorphic Encryption Scheme

    Al Badawi, A., et al.

    Paper
  • NeurIPS PriMLWorkshop

    CareNets: Efficient Homomorphic CNN for High-Resolution Images

    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.

    Paper

2018

  • IACR TCHESJournal

    High-Performance FV Somewhat Homomorphic Encryption on GPUs: An Implementation using CUDA

    Al Badawi, A., Veeravalli, B., Mun, C. F., & Aung, K. M. M.

    Paper
  • J. Parallel Distrib. Comput.Journal

    Accelerating Subset Sum and Lattice-Based Public-Key Cryptosystems with Multi-Core CPUs and GPUs

    Al Badawi, A., Veeravalli, B., & Aung, K. M. M.

    Paper

2013

  • Comput. & Oper. Res.Journal

    Static Scheduling of Directed Acyclic Data Flow Graphs onto Multiprocessors Using Particle Swarm Optimization

    Al Badawi, A., & Shatnawi, A.

    Paper

Patents

  • U.S. PatentUS 12,489,602

    Device for Processing Homomorphically Encrypted Data

    Yang, H., Kang, D. M., Al Badawi, A., & Aung, K. M. M.

    Patent
  • U.S. PatentUS 11,368,280

    Homomorphic Encryption Using Discrete Galois Transforms

    Al Badawi, A., & Aung, K. M. M.

    Patent
  • PCT & U.S.PCT/SG2018/050366, US20220085970A1

    Multiplication Methods, Non-Transitory Computer-Readable Media, and Multiplication Devices

    Al Badawi, A., & Aung, K. M. M.

    Patent