Ahmad Al Badawi

39 papers B 2Journal 33Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Application-Aware Approximate Homomorphic Encryption: Configuring FHE for Practical Use.
IACR Commun. Cryptol.
Andreea Alexandru, Ahmad Al Badawi, Daniele Micciancio, Yuriy Polyakov
2025 B conf
Encrypt What Matters: Selective Model Encryption for More Efficient Secure Federated Learning.
DBSec
Federico Mazzone, Ahmad Al Badawi, Yuriy Polyakov, Maarten H. Everts, Florian Hahn, Andreas Peter
2025 — conf
FHERMA Cookbook: FHE Components for Privacy-Preserving Applications.
WAHC@CCS
Janis Adamek, Aikata Aikata, Ahmad Al Badawi, Andreea Alexandru, Armen Arakelov, Gurgen Arakelov, Philipp Binfet, Victor Correa, Jules Dumezy, Sergey Gomenyuk, Valentina Kononova, Dmitrii Lekomtsev, Vivian Maloney, Chi-Hieu Nguyen, Yuriy Polyakov, Daria Pianykh, Hayim Shaul, Moritz Schulze Darup, Dieter Teichrib, Dmitry Tronin
2025 J jnl
FHERMA Cookbook: FHE Components for Privacy-Preserving Applications.
IACR Cryptol. ePrint Arch.
Janis Adamek, Aikata Aikata, Ahmad Al Badawi, Andreea Alexandru, Armen Arakelov, Philipp Binfet, Victor Correa, Jules Dumezy, Sergey Gomenyuk, Valentina Kononova, Dmitrii Lekomtsev, Vivian Maloney, Chi-Hieu Nguyen, Yuriy Polyakov, Daria Pianykh, Hayim Shaul, Moritz Schulze Darup, Dieter Teichrib, Dmitry Tronin, Gurgen Arakelov
2024 J jnl
Application-Aware Approximate Homomorphic Encryption: Configuring FHE for Practical Use.
IACR Cryptol. ePrint Arch.
Andreea Alexandru, Ahmad Al Badawi, Daniele Micciancio, Yuriy Polyakov
2024 J jnl
Investigating Privacy Attacks in the Gray-Box Setting to Enhance Collaborative Learning Schemes.
CoRR
Federico Mazzone, Ahmad Al Badawi, Yuriy Polyakov, Maarten H. Everts, Florian Hahn, Andreas Peter
2024 J jnl
Private pathological assessment via machine learning and homomorphic encryption.
BioData Min.
Ahmad Al Badawi, Mohd Faizal Bin Yusof
2023 J jnl
A comparative evaluation of intrusion detection systems on the edge-IIoT-2022 dataset.
Intell. Syst. Appl.
Taraf Al Nuaimi, Salama Al Zaabi, Mansor Alyilieli, Mohd AlMaskari, Salim Alblooshi, Fahad Alhabsi, Mohd Faizal Bin Yusof, Ahmad Al Badawi
2023 J jnl
Collaborative Privacy-Preserving Analysis of Oncological Data using Multiparty Homomorphic Encryption.
IACR Cryptol. ePrint Arch.
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-Avraham, Tali Schaffer, Lee A. Lavi, Daniele Micciancio, Vinod Vaikuntanathan, Ahmad Al Badawi, Shafi Goldwasser
2023 J jnl
Demystifying Bootstrapping in Fully Homomorphic Encryption.
IACR Cryptol. ePrint Arch.
Ahmad Al Badawi, Yuriy Polyakov
2023 B conf
RPU: The Ring Processing Unit.
ISPASS
Deepraj Soni, Negar Neda, Naifeng Zhang, Benedict Reynwar, Homer Gamil, Benjamin Heyman, Mohammed Nabeel, Ahmad Al Badawi, Yuriy Polyakov, Kellie Canida, Massoud Pedram, Michail Maniatakos, David Bruce Cousins, Franz Franchetti, Matthew French, Andrew G. Schmidt, Brandon Reagen
2023 J jnl
RPU: The Ring Processing Unit.
CoRR
Deepraj Soni, Negar Neda, Naifeng Zhang, Benedict Reynwar, Homer Gamil, Benjamin Heyman, Mohammed Thari Nabeel, Ahmad Al Badawi, Yuriy Polyakov, Kellie Canida, Massoud Pedram, Michail Maniatakos, David Bruce Cousins, Franz Franchetti, Matthew French, Andrew G. Schmidt, Brandon Reagen
2023 J jnl
RPU: The Ring Processing Unit.
IACR Cryptol. ePrint Arch.
Deepraj Soni, Negar Neda, Naifeng Zhang, Benedict Reynwar, Homer Gamil, Benjamin Heyman, Mohammed Thari Nabeel, Ahmad Al Badawi, Yuriy Polyakov, Kellie Canida, Massoud Pedram, Michail Maniatakos, David Bruce Cousins, Franz Franchetti, Matthew French, Andrew G. Schmidt, Brandon Reagen
2023 J jnl
TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation.
CoRR
David Bruce Cousins, Yuriy Polyakov, Ahmad Al Badawi, Matthew French, Andrew G. Schmidt, Ajey P. Jacob, Benedict Reynwar, Kellie Canida, Akhilesh R. Jaiswal, Clynn Mathew, Homer Gamil, Negar Neda, Deepraj Soni, Michail Maniatakos, Brandon Reagen, Naifeng Zhang, Franz Franchetti, Patrick Brinich, Jeremy Johnson, Patrick Broderick, Mike Franusich, Bo Zhang, Zeming Cheng, Massoud Pedram
2023 J jnl
TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation.
IACR Cryptol. ePrint Arch.
David Bruce Cousins, Yuriy Polyakov, Ahmad Al Badawi, Matthew French, Andrew G. Schmidt, Ajey P. Jacob, Benedict Reynwar, Kellie Canida, Akhilesh R. Jaiswal, Clynn Mathew, Homer Gamil, Negar Neda, Deepraj Soni, Michail Maniatakos, Brandon Reagen, Naifeng Zhang, Franz Franchetti, Patrick Brinich, Jeremy Johnson, Patrick Broderick, Mike Franusich, Bo Zhang, Zeming Cheng, Massoud Pedram
2022 J jnl
Attack-Aware IoT Network Traffic Routing Leveraging Ensemble Learning.
Sensors
Qasem Abu Al-Haija, Ahmad Al Badawi
2022 J jnl
Boost-Defence for resilient IoT networks: A head-to-toe approach.
Expert Syst. J. Knowl. Eng.
Qasem Abu Al-Haija, Ahmad Al Badawi, Giridhar Reddy Bojja
2022 J jnl
Fast homomorphic SVM inference on encrypted data.
Neural Comput. Appl.
Ahmad Al Badawi, Ling Chen, Saru Vig
2022 J jnl
High-performance intrusion detection system for networked UAVs via deep learning.
Neural Comput. Appl.
Qasem Abu Al-Haija, Ahmad Al Badawi
2022 — conf
OpenFHE: Open-Source Fully Homomorphic Encryption Library.
WAHC@CCS
Ahmad Al Badawi, Jack Bates, Flávio Bergamaschi, David Bruce Cousins, Saroja Erabelli, Nicholas Genise, Shai Halevi, Hamish Hunt, Andrey Kim, Yongwoo Lee, Zeyu Liu, Daniele Micciancio, Ian Quah, Yuriy Polyakov, R. V. Saraswathy, Kurt Rohloff, Jonathan Saylor, Dmitriy Suponitsky, Matthew Triplett, Vinod Vaikuntanathan, Vincent Zucca
2022 J jnl
OpenFHE: Open-Source Fully Homomorphic Encryption Library.
IACR Cryptol. ePrint Arch.
Ahmad Al Badawi, Jack Bates, Flávio Bergamaschi, David Bruce Cousins, Saroja Erabelli, Nicholas Genise, Shai Halevi, Hamish Hunt, Andrey Kim, Yongwoo Lee, Zeyu Liu, Daniele Micciancio, Ian Quah, Yuriy Polyakov, R. V. Saraswathy, Kurt Rohloff, Jonathan Saylor, Dmitriy Suponitsky, Matthew Triplett, Vinod Vaikuntanathan, Vincent Zucca
2021 — conf
Genotype Imputation with Homomorphic Encryption.
ICBIP
Chan Fook Mun, Ahmad Qaisar, Ahmad Al Badawi, Sim Jun Jie, Benjamin Hong Meng Tan, Chuan Sheng Foo, Khin Mi Mi Aung
2021 J jnl
Implementation and Performance Evaluation of RNS Variants of the BFV Homomorphic Encryption Scheme.
IEEE Trans. Emerg. Top. Comput.
Ahmad Al Badawi, Yuriy Polyakov, Khin Mi Mi Aung, Bharadwaj Veeravalli, Kurt Rohloff
2021 J jnl
Multi-GPU Design and Performance Evaluation of Homomorphic Encryption on GPU Clusters.
IEEE Trans. Parallel Distributed Syst.
Ahmad Al Badawi, Bharadwaj Veeravalli, Jie Lin, Xiao Nan, Kazuaki Matsumura, Khin Mi Mi Aung
2021 J jnl
Privacy-Preserving Collective Learning With Homomorphic Encryption.
IEEE Access
Jestine Paul, Meenatchi Sundaram Muthu Selva Annamalai, William Ming, Ahmad Al Badawi, Bharadwaj Veeravalli, Khin Mi Mi Aung
2021 J jnl
Towards the AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data With GPUs.
IEEE Trans. Emerg. Top. Comput.
Ahmad Al Badawi, Chao Jin, Jie Lin, Chan Fook Mun, Sim Jun Jie, Benjamin Hong Meng Tan, Xiao Nan, Khin Mi Mi Aung, Vijay Ramaseshan Chandrasekhar
2020 J jnl
Homomorphic Comparison for Point Numbers with User-Controllable Precision and Its Applications.
Symmetry
Heewon Chung, Myungsun Kim, Ahmad Al Badawi, Khin Mi Mi Aung, Bharadwaj Veeravalli
2020 J jnl
PrivFT: Private and Fast Text Classification With Homomorphic Encryption.
IEEE Access
Ahmad Al Badawi, Louie Hoang, Chan Fook Mun, Kim Laine, Khin Mi Mi Aung
2019 J jnl
CaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images.
CoRR
Jin Chao, Ahmad Al Badawi, Balagopal Unnikrishnan, Jie Lin, Chan Fook Mun, James M. Brown, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Ramaseshan Chandrasekhar, Pavitra Krishnaswamy, Khin Mi Mi Aung
2019 J jnl
PrivFT: Private and Fast Text Classification with Homomorphic Encryption.
CoRR
Ahmad Al Badawi, Luong Hoang, Chan Fook Mun, Kim Laine, Khin Mi Mi Aung
2018 J jnl
Accelerating subset sum and lattice based public-key cryptosystems with multi-core CPUs and GPUs.
J. Parallel Distributed Comput.
Ahmad Al Badawi, Bharadwaj Veeravalli, Khin Mi Mi Aung, Brahim Hamadicharef
2018 — conf
Faster Number Theoretic Transform on Graphics Processors for Ring Learning with Errors Based Cryptography.
SOLI
Ahmad Al Badawi, Bharadwaj Veeravalli, Khin Mi Mi Aung
2018 J jnl
High-Performance FV Somewhat Homomorphic Encryption on GPUs: An Implementation using CUDA.
IACR Trans. Cryptogr. Hardw. Embed. Syst.
Ahmad Al Badawi, Bharadwaj Veeravalli, Chan Fook Mun, Khin Mi Mi Aung
2018 J jnl
Implementation and Performance Evaluation of RNS Variants of the BFV Homomorphic Encryption Scheme.
IACR Cryptol. ePrint Arch.
Ahmad Al Badawi, Yuriy Polyakov, Khin Mi Mi Aung, Bharadwaj Veeravalli, Kurt Rohloff
2018 J jnl
The AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs.
CoRR
Ahmad Al Badawi, Jin Chao, Jie Lin, Chan Fook Mun, Sim Jun Jie, Benjamin Hong Meng Tan, Xiao Nan, Khin Mi Mi Aung, Vijay Ramaseshan Chandrasekhar
2018 J jnl
The AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs.
IACR Cryptol. ePrint Arch.
Ahmad Al Badawi, Jin Chao, Jie Lin, Chan Fook Mun, Sim Jun Jie, Benjamin Hong Meng Tan, Xiao Nan, Khin Mi Mi Aung, Vijay Ramaseshan Chandrasekhar
2013 J jnl
Cost-effective design for binary Edwards elliptic curves crypto-processor over GF (2
Int. J. Inf. Comput. Secur.
Qasem Abu Al-Haija, Ahmad Al Badawi
2013 J jnl
IRS for Computer Character Sequences Filtration: a new software tool and algorithm to support the IRS at tokenization process
CoRR
Ahmad Al Badawi, Qasem Abu Al-Haija
2013 J jnl
Static scheduling of directed acyclic data flow graphs onto multiprocessors using particle swarm optimization.
Comput. Oper. Res.
Ahmad Al Badawi, Ali M. Shatnawi