Follow
Bita Darvish Rouhani
Bita Darvish Rouhani
Principal Research Manager, Microsoft
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
Deepsecure: Scalable provably-secure deep learning
BD Rouhani, MS Riazi, F Koushanfar
Design Automation Conference (DAC), 2017
3752017
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
2932018
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
255*2019
Deepmarks: A digital fingerprinting framework for deep neural networks
H Chen, BD Rohani, F Koushanfar
arXiv preprint arXiv:1804.03648, 2018
145*2018
Deepfense: Online accelerated defense against adversarial deep learning
BD Rouhani, M Samragh, M Javaheripi, T Javidi, F Koushanfar
2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2018
67*2018
Safe Machine Learning and Defeating Adversarial Attacks
BD Rouhani, M Samragh, T Javidi, F Koushanfar
IEEE S&P Magazine, 2019
482019
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
482016
Blackmarks: Blackbox multibit watermarking for deep neural networks
H Chen, BD Rouhani, F Koushanfar
arXiv preprint arXiv:1904.00344, 2019
442019
Pushing the limits of narrow precision inferencing at cloud scale with microsoft floating point
B Darvish Rouhani, D Lo, R Zhao, M Liu, J Fowers, K Ovtcharov, ...
Advances in neural information processing systems 33, 10271-10281, 2020
432020
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
32*2019
Deep3: Leveraging Three Levels of Parallelism for Efficient Deep Learning
BD Rouhani, A Mirhoseini, F Koushanfar
Design Automation Conference (DAC), 2017
322017
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
312015
Deep learning on private data
MS Riazi, BD Rouani, F Koushanfar
IEEE Security & Privacy 17 (6), 54-63, 2019
302019
Maxelerator: FPGA accelerator for privacy preserving multiply-accumulate (MAC) on cloud servers
SU Hussain, BD Rouhani, M Ghasemzadeh, F Koushanfar
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
272018
Design flow for quantized neural networks
DC Burger, ES Chung, BD Rouhani, D Lo, R Zhao
US Patent App. 15/972,054, 2019
212019
Chime: Checkpointing long computations on intermittently energized IoT devices
A Mirhoseini, BD Rouhani, E Songhori, F Koushanfar
IEEE, 2016
212016
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
212016
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
202019
Training neural network accelerators using mixed precision data formats
BD Rouhani, NA Taesik, ES Chung, D Lo, DC Burger
US Patent App. 16/223,603, 2020
182020
Quantization for dnn accelerators
DC Burger, ES Chung, BD Rouhani, D Lo, R Zhao
US Patent App. 15/972,048, 2019
182019
The system can't perform the operation now. Try again later.
Articles 1–20