Bita Darvish Rouhani
Bita Darvish Rouhani
Principal Research Manager, Microsoft
Verified email at - Homepage
Cited by
Cited by
Deepsecure: Scalable provably-secure deep learning
BD Rouhani, MS Riazi, F Koushanfar
Design Automation Conference (DAC), 2017
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
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
Deepmarks: A digital fingerprinting framework for deep neural networks
H Chen, BD Rohani, F Koushanfar
arXiv preprint arXiv:1804.03648, 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
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
Safe Machine Learning and Defeating Adversarial Attacks
BD Rouhani, M Samragh, T Javidi, F Koushanfar
IEEE S&P Magazine, 2019
Blackmarks: Blackbox multibit watermarking for deep neural networks
H Chen, BD Rouhani, F Koushanfar
arXiv preprint arXiv:1904.00344, 2019
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
Deep3: Leveraging Three Levels of Parallelism for Efficient Deep Learning
BD Rouhani, A Mirhoseini, F Koushanfar
Design Automation Conference (DAC), 2017
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
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
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
Chime: Checkpointing long computations on intermittently energized IoT devices
A Mirhoseini, BD Rouhani, E Songhori, F Koushanfar
IEEE, 2016
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
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
Automated real-time analysis of streaming big and dense data on reconfigurable platforms
BD Rouhani, A Mirhoseini, EM Songhori, F Koushanfar
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 10 (1), 1-22, 2016
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
SWNet: Small-world neural networks and rapid convergence
M Javaheripi, BD Rouhani, F Koushanfar
arXiv preprint arXiv:1904.04862, 2019
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