Mohammad Hossein Samavatian

According to our database, Mohammad Hossein Samavatian authored at least 14 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning.

Mohammad Hossein Samavatian, Saikat Majumdar, Kristin Barber, Radu Teodorescu

CoRR, 2022

Characterizing Side-Channel Leakage of DNN Classifiers though Performance Counters.

Saikat Majumdar, Mohammad Hossein Samavatian, Radu Teodorescu

Proceedings of the IEEE International Symposium on Hardware Oriented Security and Trust, 2022

2021

HASI: Hardware-Accelerated Stochastic Inference, A Defense Against Adversarial Machine Learning Attacks.

Mohammad Hossein Samavatian, Saikat Majumdar, Kristin Barber, Radu Teodorescu

CoRR, 2021

Using Undervolting as an on-Device Defense Against Adversarial Machine Learning Attacks.

Saikat Majumdar, Mohammad Hossein Samavatian, Kristin Barber, Radu Teodorescu

Proceedings of the IEEE International Symposium on Hardware Oriented Security and Trust, 2021

2020

RNNFast: An Accelerator for Recurrent Neural Networks Using Domain-Wall Memory.

Mohammad Hossein Samavatian, Anys Bacha, Li Zhou, Radu Teodorescu

ACM J. Emerg. Technol. Comput. Syst., 2020

2019

A Countrywide Traffic Accident Dataset.

Sobhan Moosavi, Mohammad Hossein Samavatian, Srinivasan Parthasarathy, Rajiv Ramnath

CoRR, 2019

Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data.

Sobhan Moosavi, Mohammad Hossein Samavatian, Arnab Nandi, Srinivasan Parthasarathy, Rajiv Ramnath

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Accident Risk Prediction based on Heterogeneous Sparse Data: New Dataset and Insights.

Sobhan Moosavi, Mohammad Hossein Samavatian, Srinivasan Parthasarathy, Radu Teodorescu, Rajiv Ramnath

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Adaptive parallel execution of deep neural networks on heterogeneous edge devices.

Li Zhou, Mohammad Hossein Samavatian, Anys Bacha, Saikat Majumdar, Radu Teodorescu

Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

2016

ASHA: An adaptive shared-memory sharing architecture for multi-programmed GPUs.

Hamed Abbasitabar, Mohammad Hossein Samavatian, Hamid Sarbazi-Azad

Microprocess. Microsystems, 2016

Reducing Power Consumption of GPGPUs Through Instruction Reordering.

Homa Aghilinasab, Mohammad Sadrosadati, Mohammad Hossein Samavatian, Hamid Sarbazi-Azad

Proceedings of the 2016 International Symposium on Low Power Electronics and Design, 2016

2015

Architecting the Last-Level Cache for GPUs using STT-RAM Technology.

Mohammad Hossein Samavatian, Mohammad Arjomand, Ramin Bashizade, Hamid Sarbazi-Azad

ACM Trans. Design Autom. Electr. Syst., 2015

2014

Automatic translation of quantum circuits to optimized one-way quantum computation patterns.

Mahboobeh Houshmand, Morteza Saheb Zamani, Mehdi Sedighi, Mohammad Hossein Samavatian

Quantum Inf. Process., 2014

An Efficient STT-RAM Last Level Cache Architecture for GPUs.

Mohammad Hossein Samavatian, Hamed Abbasitabar, Mohammad Arjomand, Hamid Sarbazi-Azad

Proceedings of the 51st Annual Design Automation Conference 2014, 2014