Search Results - "Nejatollahi, Hamid"

Exploring Energy Efficient Architectures for RLWE Lattice-Based Cryptography by Nejatollahi, Hamid, Shahhosseini, Sina, Cammarota, Rosario, Dutt, Nikil

“…Quantum computers are imminent threat to secure signal processing because they can break the contemporary public-key cryptography schemes in polynomial time…”
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Data Reuse for Accelerated Approximate Warps by Peroni, Daniel, Imani, Mohsen, Nejatollahi, Hamid, Dutt, Nikil, Rosing, Tajana

“…Many data-driven applications, including computer vision, machine learning, speech recognition, and medical diagnostics show tolerance to computation error…”
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Flexible NTT Accelerators for RLWE Lattice-Based Cryptography by Nejatollahi, Hamid, Cammarota, Rosario, Dutt, Nikil

“…In this work, we propose methods to design flexible and energy-efficient hardware accelerators for ring learning with error (RLWE) lattice-based cryptographic…”
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Exploring Energy Efficient Quantum-resistant Signal Processing Using Array Processors by Nejatollahi, Hamid, Shahhosseini, Sina, Cammarota, Rosario, Dutt, Nikil

“…Quantum computers threaten to break public-key cryptography schemes such as DSA and ECDSA in polynomial time, which poses an imminent threat to secure signal…”
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Voltage scaling and dark silicon in symmetric multicore processors by Nejatollahi, Hamid, Salehi, Mostafa E.

“…As technology scales further, multicore and many-core processors emerge as an alternative to keep up with performance demands. However, because of power and…”
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Programmable Accelerators for Lattice-Based Cryptography by Nejatollahi, Hamid

“…Advances in computing steadily erode computer security at its foundation, calling for fundamental innovations to strengthen the weakening cryptographic…”
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CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic Hardware by Nejatollahi, Hamid, Gupta, Saransh, Imani, Mohsen, Rosing, Tajana Simunic, Cammarota, Rosario, Dutt, Nikil

“…Quantum computers promise to solve hard mathematical problems such as integer factorization and discrete logarithms in polynomial time, making standardized…”
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ARGA: Approximate Reuse for GPGPU Acceleration by Peroni, Daniel, Imani, Mohsen, Nejatollahi, Hamid, Dutt, Nikil, Rosing, Tajana

“…Many data-driven applications including computer vision, speech recognition, and medical diagnostics show tolerance to error during computation. These…”
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Special session: trends, challenges and needs for lattice-based cryptography implementations by Nejatollahi, Hamid, Dutt, Nikil, Cammarota, Rosario

“…Advances in computing steadily erode computer security at its foundation, calling for fundamental innovations to strengthen the weakening cryptographic…”
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Small Memory Footprint Neural Network Accelerators by Seto, Kenshu, Nejatollahi, Hamid, An, Jiyoung, Kang, Sujin, Dutt, Nikil

“…Deep Neural Network (DNN) accelerators provide high-accuracy data recognition that are commonly used in edge devices. However, resource constrained edge…”
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Trends, challenges and needs for lattice-based cryptography implementations: special session by Nejatollahi, Hamid, Dutt, Nikil, Cammarota, Rosario

“…Advances in computing steadily erode computer security at its foundation, calling for fundamental innovations to strengthen the weakening cryptographic…”
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High-Performance Parallel Fault Simulation for Multi-Core Systems by Karami, Masoomeh, Haghbayan, Mohammad-hashem, Ebrahimi, Masoumeh, Nejatollahi, Hamid, Tenhunen, Hannu, Plosila, Juha

“…Fault simulation is a time-consuming process that requires customized methods and techniques to accelerate it. Multi-threading and Multi-core approaches are…”
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Effect of voltage scaling on symmetric multicore's speed-up by Nejatollahi, Hamid, Salehi, Mostafa E.

“…As the technology scales further, multicore and many-core processors emerged as an alternative to keep up with performance demands. But because of power and…”
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Fast and area efficient implementation for chaotic image encryption algorithms by Ansarmohammadi, Sied Ali, Shahinfar, Saeed, Nejatollahi, Hamid

“…The chaotic image encryption algorithm has been the focus of attention for years due to its remarkable functions in the realm of image processing. The National…”
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Trustworthy AI Inference Systems: An Industry Research View by Cammarota, Rosario, Schunter, Matthias, Rajan, Anand, Boemer, Fabian, Kiss, Ágnes, Treiber, Amos, Weinert, Christian, Schneider, Thomas, Stapf, Emmanuel, Sadeghi, Ahmad-Reza, Demmler, Daniel, Stock, Joshua, Chen, Huili, Hussain, Siam Umar, Riazi, Sadegh, Koushanfar, Farinaz, Gupta, Saransh, Rosing, Tajan Simunic, Chaudhuri, Kamalika, Nejatollahi, Hamid, Dutt, Nikil, Imani, Mohsen, Laine, Kim, Dubey, Anuj, Aysu, Aydin, Hosseini, Fateme Sadat, Yang, Chengmo, Wallace, Eric, Norton, Pamela

“…In this work, we provide an industry research view for approaching the design, deployment, and operation of trustworthy Artificial Intelligence (AI) inference…”
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