Mohammad Samragh
Impact in
- Hardware and Architecture top 10%
- Artificial Intelligence top 10%
- Adversarial Robustness in Machine Learning
- Cryptography and Data Security
- Privacy-Preserving Technologies in Data
- Neural Networks and Reservoir Computing
Papers in
-
- Adversarial Robustness in Machine Learning 11
- Anomaly Detection Techniques and Applications 6
- Privacy-Preserving Technologies in Data 5
- Cryptography and Data Security 4
- Stochastic Gradient Optimization Techniques 3
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- Advanced Neural Network Applications 5
- Co-authors
- Farinaz Koushanfar (19 shared papers)Mojan Javaheripi (8 shared papers)Tara Javidi (8 shared papers)Mohammad Ghasemzadeh (2 shared papers)M. Sadegh Riazi (2 shared papers)Bita Darvish Rouhani (5 shared papers)Sahand Salamat (1 shared paper)Behnam Khaleghi (1 shared paper)
- Journals
- ACM Transactions on Embedded Computing Systems (3 papers)IEEE Journal of Selected Topics in Signal Processing (1 paper)IEEE Security & Privacy (1 paper)IEEE Solid-State Circuits Magazine (1 paper)IEEE Transactions on Dependable and Secure Computing (1 paper)
- Partner nations
- United StatesUnited Kingdom
In The Last Decade
Mohammad Samragh
18 papers receiving 258 citations
Peers
Comparison fields: 5 of 38
- Hardware and Architecture 49
- Artificial Intelligence 170
- Computer Vision and Pattern Recognition 56
- Signal Processing 27
- Electrical and Electronic Engineering 116
Countries citing papers authored by Mohammad Samragh
This map shows the geographic impact of Mohammad Samragh's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mohammad Samragh with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mohammad Samragh more than expected).
Fields of papers citing papers by Mohammad Samragh
This network shows the impact of papers produced by Mohammad Samragh. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mohammad Samragh. The network helps show where Mohammad Samragh may publish in the future.
Co-authors
The 23 scholars most cited alongside Mohammad Samragh, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 23 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2019 | 44 | |
| 2 | 2017 | 41 | |
| 3 | XONN: XNOR-based oblivious deep neural network inference | 2019 | 36 |
| 4 | 2019 | 30 | |
| 5 | 2018 | 26 | |
| 6 | 2017 | 21 | |
| 7 | 2021 | 17 | |
| 8 | 2019 | 9 | |
| 9 | 2021 | 8 | |
| 10 | 2020 | 7 | |
| 11 | 2020 | 6 | |
| 12 | 2020 | 5 | |
| 13 | CuRTAIL: ChaRacterizing and Thwarting AdversarIal deep Learning | 2017 | 4 |
| 14 | Safe Machine Learning and Defeating Adversarial Attacks | 2018 | 2 |
| 15 | 2020 | 2 | |
| 16 | 2024 | 2 | |
| 17 | 2023 | 1 | |
| 18 | ResBinNet: Residual Binary Neural Network. | 2017 | 1 |
| 19 | Private Split Inference of Deep Networks | 2021 | 1 |
| 20 | Towards Safe Deep Learning: Unsupervised Defense Against Generic Adversarial Attacks | 2018 | 1 |
About Mohammad Samragh
Mohammad Samragh is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Electrical and Electronic Engineering, Signal Processing and Hardware and Architecture, having authored 23 papers that have together received 264 indexed citations. Recurring topics across this work include Adversarial Robustness in Machine Learning (11 papers), Anomaly Detection Techniques and Applications (6 papers), Advanced Neural Network Applications (5 papers), Privacy-Preserving Technologies in Data (5 papers), Cryptography and Data Security (4 papers), Parallel Computing and Optimization Techniques (3 papers), Stochastic Gradient Optimization Techniques (3 papers) and Music and Audio Processing (3 papers). The work is most often cited by research in Hardware and Architecture (49 citations), Artificial Intelligence (170 citations), Computer Vision and Pattern Recognition (56 citations), Signal Processing (27 citations) and Electrical and Electronic Engineering (116 citations). Mohammad Samragh has collaborated with scholars based in United States and United Kingdom. Frequent co-authors include Farinaz Koushanfar, Mojan Javaheripi, Tara Javidi, Mohammad Ghasemzadeh, M. Sadegh Riazi, Bita Darvish Rouhani, Sahand Salamat, Behnam Khaleghi, Mohsen Imani and Tajana Rosing. Their work appears in journals such as ACM Transactions on Embedded Computing Systems, IEEE Journal of Selected Topics in Signal Processing, IEEE Security & Privacy, IEEE Solid-State Circuits Magazine and IEEE Transactions on Dependable and Secure Computing.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.