Ahmad Al Badawi

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 30

Top Topics

Intrusion Detection

Modular Exponentiation

Collective Learning

Top Venues

IACR Cryptol. ePrint Arch.

Neural Comput. Appl.

IEEE Trans. Emerg. Top. Comput.

Publications

Andreea Alexandru, Ahmad Al Badawi, Daniele Micciancio, Yuriy Polyakov
Application-Aware Approximate Homomorphic Encryption: Configuring FHE for Practical Use. IACR Cryptol. ePrint Arch. 2024 (2024)
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
RPU: The Ring Processing Unit. IACR Cryptol. ePrint Arch. 2023 (2023)
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
RPU: The Ring Processing Unit. CoRR (2023)
David Bruce Cousins, Yuriy Polyakov, Ahmad Al Badawi, Matthew French, Andrew G. Schmidt, Ajey 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
TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation. IACR Cryptol. ePrint Arch. 2023 (2023)
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
RPU: The Ring Processing Unit. ISPASS (2023)
Ahmad Al Badawi, Yuriy Polyakov
Demystifying Bootstrapping in Fully Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2023 (2023)
Taraf Al Nuaimi, Salama Al Zaabi, Mansor Alyilieli, Mohd AlMaskari, Salim Alblooshi, Fahad Alhabsi, Mohd Faizal Bin Yusof, Ahmad Al Badawi
A comparative evaluation of intrusion detection systems on the edge-IIoT-2022 dataset. Intell. Syst. Appl. 20 (2023)
David Bruce Cousins, Yuriy Polyakov, Ahmad Al Badawi, Matthew French, Andrew Schmidt, Ajey Jacob, Benedict Reynwar, Kellie Canida, Akhilesh R. Jaiswal, Clynn Mathew, Homer Gamil, Negar Neda, Deepraj Soni, Michail Maniatakos, Brandon Reagen
TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation. CoRR (2023)
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
Collaborative Privacy-Preserving Analysis of Oncological Data using Multiparty Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2023 (2023)
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
OpenFHE: Open-Source Fully Homomorphic Encryption Library. IACR Cryptol. ePrint Arch. 2022 (2022)
Ahmad Al Badawi, Ling Chen, Saru Vig
Fast homomorphic SVM inference on encrypted data. Neural Comput. Appl. 34 (18) (2022)
Qasem Abu Al-Haija, Ahmad Al Badawi, Giridhar Reddy Bojja
Boost-Defence for resilient IoT networks: A head-to-toe approach. Expert Syst. J. Knowl. Eng. 39 (10) (2022)
Qasem Abu Al-Haija, Ahmad Al Badawi
High-performance intrusion detection system for networked UAVs via deep learning. Neural Comput. Appl. 34 (13) (2022)
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
OpenFHE: Open-Source Fully Homomorphic Encryption Library. WAHC@CCS (2022)
Qasem Abu Al-Haija, Ahmad Al Badawi
Attack-Aware IoT Network Traffic Routing Leveraging Ensemble Learning. Sensors 22 (1) (2022)
Chan Fook Mun, Ahmad Qaisar, Ahmad Al Badawi, Sim Jun Jie, Benjamin Hong Meng Tan, Foo Chuan Sheng, Khin Mi Mi Aung
Genotype Imputation with Homomorphic Encryption. ICBIP (2021)
Jestine Paul, Meenatchi Sundaram Muthu Selva Annamalai, William Ming, Ahmad Al Badawi, Bharadwaj Veeravalli, Khin Mi Mi Aung
Privacy-Preserving Collective Learning With Homomorphic Encryption. IEEE Access 9 (2021)
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
Towards the AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data With GPUs. IEEE Trans. Emerg. Top. Comput. 9 (3) (2021)
Ahmad Al Badawi, Bharadwaj Veeravalli, Jie Lin, Xiao Nan, Kazuaki Matsumura, Khin Mi Mi Aung
Multi-GPU Design and Performance Evaluation of Homomorphic Encryption on GPU Clusters. IEEE Trans. Parallel Distributed Syst. 32 (2) (2021)
Ahmad Al Badawi, Yuriy Polyakov, Khin Mi Mi Aung, Bharadwaj Veeravalli, Kurt Rohloff
Implementation and Performance Evaluation of RNS Variants of the BFV Homomorphic Encryption Scheme. IEEE Trans. Emerg. Top. Comput. 9 (2) (2021)
Ahmad Al Badawi, Louie Hoang, Chan Fook Mun, Kim Laine, Khin Mi Mi Aung
PrivFT: Private and Fast Text Classification With Homomorphic Encryption. IEEE Access 8 (2020)
HeeWon Chung, Myungsun Kim, Ahmad Al Badawi, Khin Mi Mi Aung, Bharadwaj Veeravalli
Homomorphic Comparison for Point Numbers with User-Controllable Precision and Its Applications. Symmetry 12 (5) (2020)
Ahmad Al Badawi, Luong Hoang, Chan Fook Mun, Kim Laine, Khin Mi Mi Aung
PrivFT: Private and Fast Text Classification with Homomorphic Encryption. CoRR (2019)
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
CaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images. CoRR (2019)
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 Trans. Cryptogr. Hardw. Embed. Syst. 2018 (2) (2018)
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
The AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs. IACR Cryptol. ePrint Arch. 2018 (2018)
Ahmad Al Badawi, Yuriy Polyakov, Khin Mi Mi Aung, Bharadwaj Veeravalli, Kurt Rohloff
Implementation and Performance Evaluation of RNS Variants of the BFV Homomorphic Encryption Scheme. IACR Cryptol. ePrint Arch. 2018 (2018)
Ahmad Al Badawi, Bharadwaj Veeravalli, Khin Mi Mi Aung
Faster Number Theoretic Transform on Graphics Processors for Ring Learning with Errors Based Cryptography. SOLI (2018)
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
The AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs. CoRR (2018)
Ahmad Al Badawi, Bharadwaj Veeravalli, Khin Mi Mi Aung, Brahim Hamadicharef
Accelerating subset sum and lattice based public-key cryptosystems with multi-core CPUs and GPUs. J. Parallel Distributed Comput. 119 (2018)
Ahmad Al Badawi, Ali M. Shatnawi
Static scheduling of directed acyclic data flow graphs onto multiprocessors using particle swarm optimization. Comput. Oper. Res. 40 (10) (2013)
Qasem Abu Al-Haija, Ahmad Al Badawi
) using parallel multipliers and architectures. Int. J. Inf. Comput. Secur. 5 (3) (2013)
Ahmad Al Badawi, Qasem Abu Al-Haija
IRS for Computer Character Sequences Filtration: a new software tool and algorithm to support the IRS at tokenization process CoRR (2013)