Bita Darvish Rouhani
Bita Darvish Rouhani
Distinguished Engineer, NVIDIA
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Cited by
Cited by
Deepsecure: Scalable provably-secure deep learning
BD Rouhani, MS Riazi, F Koushanfar
Design Automation Conference (DAC), 2017
Deepsigns: An end-to-end watermarking framework for ownership protection of deep neural networks
B Darvish Rouhani, H Chen, F Koushanfar
Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019
Serving dnns in real time at datacenter scale with project brainwave
E Chung, J Fowers, K Ovtcharov, M Papamichael, A Caulfield, ...
iEEE Micro 38 (2), 8-20, 2018
Deepmarks: A secure fingerprinting framework for digital rights management of deep learning models
H Chen, BD Rouhani, C Fu, J Zhao, F Koushanfar
Proceedings of the 2019 on International Conference on Multimedia Retrieval …, 2019
Microscaling Data Formats for Deep Learning
BD Rouhani, R Zhao, A More, M Hall, A Khodamoradi, S Deng, ...
arXiv preprint arXiv:2310.10537, 2023
Safe machine learning and defeating adversarial attacks
BD Rouani, M Samragh, T Javidi, F Koushanfar
IEEE Security & Privacy 17 (2), 31-38, 2019
DeLight: Adding Energy Dimension to Deep Neural Networks
BD Rouhani, A Mirhoseini, F Koushanfar
Proceedings of the 2016 International Symposium on Low Power Electronics and …, 2016
DeepAttest: An End-to-End Attestation Framework for Deep Neural Networks
H Chen, C Fu, BD Rouhani, J Zhao, F Koushanfar
International Symposium on Computer Architecture (ISCA), 2019
Ssketch: An automated framework for streaming sketch-based analysis of big data on fpga
BD Rouhani, EM Songhori, A Mirhoseini, F Koushanfar
Field-Programmable Custom Computing Machines (FCCM), 2015 IEEE 23rd Annual …, 2015
Deep learning on private data
MS Riazi, BD Rouani, F Koushanfar
IEEE Security & Privacy 17 (6), 54-63, 2019
ReDCrypt: real-time privacy-preserving deep learning inference in clouds using FPGAs
BD Rouhani, SU Hussain, K Lauter, F Koushanfar
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 11 (3), 1-21, 2018
Automated generation of machine learning models for network evaluation
B Arzani, B Rouhani
US Patent App. 16/510,223, 2021, 2020
Semihd: Semi-supervised learning using hyperdimensional computing
M Imani, S Bosch, M Javaheripi, B Rouhani, X Wu, F Koushanfar, ...
2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019
Incremental training of machine learning tools
DC Burger, ES Chung, BD Rouhani
US Patent App. 16/277,735, 2020
Perform-ML: Performance Optimized Machine Learning by Platform and Content Aware Customization
A Mirhoseini, BD Rouhani, EM Songhori, F Koushanfar
Design Automation Conference (DAC), 2016
Chime: Checkpointing long computations on intermittently energized IoT devices
A Mirhoseini, BD Rouhani, E Songhori, F Koushanfar
IEEE, 2016
SWNet: Small-world neural networks and rapid convergence
M Javaheripi, BD Rouhani, F Koushanfar
arXiv preprint arXiv:1904.04862, 2019
Neural entropy enhanced machine learning
BD Rouhani, DC Burger, ES Chung
US Patent App. 15/853,458, 2019
Causalearn: Automated framework for scalable streaming-based causal bayesian learning using fpgas
B Darvish Rouhani, M Ghasemzadeh, F Koushanfar
Proceedings of the 2018 ACM/SIGDA International Symposium on Field …, 2018
Agilenet: Lightweight dictionary-based few-shot learning
M Ghasemzadeh, F Lin, BD Rouhani, F Koushanfar, K Huang
arXiv preprint arXiv:1805.08311, 2018
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