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ORCIDAvesta Sasan
Mohammad A. Makhzan
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- affiliation: George Mason University, Fairfax, VA, USA
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2020 – today
- 2023
[j20]Sayed Aresh Beheshti-Shirazi
, Najmeh Nazari, Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Setareh Rafatirad, Houman Homayoun, Avesta Sasan, Sai Manoj P. D.:
Advanced Reinforcement Learning Solution for Clock Skew Engineering: Modified Q-Table Update Technique for Peak Current and IR Drop Minimization. IEEE Access 11: 87869-87886 (2023)- [j19]Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Anirudh Srikanth, Tyler Sheaves, Sayed Arash Beheshti-Shirazi, Sai Manoj PD, Setareh Rafatirad, Avesta Sasan, Houman Homayoun, Soheil Salehi:
Hardware Trojan Detection Using Machine Learning: A Tutorial. ACM Trans. Embed. Comput. Syst. 22(3): 46:1-46:26 (2023) - [i23]Chongzhou Fang, Ning Miao, Han Wang, Jiacheng Zhou, Tyler Sheaves, John Marty Emmert, Avesta Sasan, Houman Homayoun:
Gotcha! I Know What You are Doing on the FPGA Cloud: Fingerprinting Co-Located Cloud FPGA Accelerators via Measuring Communication Links. CoRR abs/2305.07209 (2023) - 2022
- [j18]Gaurav Kolhe, Tyler David Sheaves, Sai Manoj P. D., Hamid Mahmoodi, Setareh Rafatirad, Avesta Sasan, Houman Homayoun:
Breaking the Design and Security Trade-off of Look-up-table-based Obfuscation. ACM Trans. Design Autom. Electr. Syst. 27(6): 56:1-56:29 (2022) - [c86]Gaurav Kolhe, Tyler David Sheaves, Kevin Immanuel Gubbi, Soheil Salehi, Setareh Rafatirad, Sai Manoj P. D., Avesta Sasan, Houman Homayoun:
LOCK&ROLL: deep-learning power side-channel attack mitigation using emerging reconfigurable devices and logic locking. DAC 2022: 85-90 - [c85]Gaurav Kolhe, Tyler Sheaves, Kevin Immanuel Gubbi, Tejas Kadale, Setareh Rafatirad, Sai Manoj P. D., Avesta Sasan, Hamid Mahmoodi, Houman Homayoun:
Silicon validation of LUT-based logic-locked IP cores. DAC 2022: 1189-1194 - [c84]Tanmoy Chowdhury, Ashkan Vakil, Banafsheh Saber Latibari, Seyed Aresh Beheshti Shirazi, Ali Mirzaeian, Xiaojie Guo, Sai Manoj P. D., Houman Homayoun, Ioannis Savidis, Liang Zhao, Avesta Sasan:
RAPTA: A Hierarchical Representation Learning Solution For Real-Time Prediction of Path-Based Static Timing Analysis. ACM Great Lakes Symposium on VLSI 2022: 493-500 - [c83]Sreenitha Kasarapu, Sanket Shukla, Rakibul Hassan, Avesta Sasan, Houman Homayoun, Sai Manoj P. D.:
CAD-FSL: Code-Aware Data Generation based Few-Shot Learning for Efficient Malware Detection. ACM Great Lakes Symposium on VLSI 2022: 507-512 - [c82]Kevin Immanuel Gubbi, Sayed Aresh Beheshti-Shirazi, Tyler David Sheaves, Soheil Salehi, Sai Manoj P. D., Setareh Rafatirad, Avesta Sasan, Houman Homayoun:
Survey of Machine Learning for Electronic Design Automation. ACM Great Lakes Symposium on VLSI 2022: 513-518 - [c81]Vaibhav Venugopal Rao, Avesta Sasan, Ioannis Savidis:
Analysis of the Security Vulnerabilities of 2.5-D and 3-D Integrated Circuits. ISQED 2022: 1-7 - [c80]Ali Mirzaeian, Zhi Tian, Sai Manoj P. D., Banafsheh S. Latibari, Ioannis Savidis, Houman Homayoun, Avesta Sasan:
Adaptive-Gravity: A Defense Against Adversarial Samples. ISQED 2022: 96-101 - [c79]Chongzhou Fang, Han Wang, Najmeh Nazari, Behnam Omidi, Avesta Sasan, Khaled N. Khasawneh, Setareh Rafatirad, Houman Homayoun:
Repttack: Exploiting Cloud Schedulers to Guide Co-Location Attacks. NDSS 2022 - [c78]Soheil Salehi, Tyler David Sheaves, Kevin Immanuel Gubbi, Sayed Arash Beheshti, Sai Manoj P. D., Setareh Rafatirad, Avesta Sasan, Tinoosh Mohsenin, Houman Homayoun:
Neuromorphic-Enabled Security for IoT. NEWCAS 2022: 153-157 - [e2]Ioannis Savidis, Avesta Sasan, Himanshu Thapliyal, Ronald F. DeMara:
GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6 - 8, 2022. ACM 2022, ISBN 978-1-4503-9322-5 [contents] - [i22]Ali Mirzaeian, Zhi Tian, Sai Manoj P. D., Banafsheh S. Latibari, Ioannis Savidis, Houman Homayoun, Avesta Sasan:
Adaptive-Gravity: A Defense Against Adversarial Samples. CoRR abs/2204.03694 (2022) - 2021
- [j17]Kimia Zamiri Azar, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan:
From Cryptography to Logic Locking: A Survey on the Architecture Evolution of Secure Scan Chains. IEEE Access 9: 73133-73151 (2021) - [j16]Ashkan Vakil, Ali Mirzaeian, Houman Homayoun, Naghmeh Karimi, Avesta Sasan:
AVATAR: NN-Assisted Variation Aware Timing Analysis and Reporting for Hardware Trojan Detection. IEEE Access 9: 92881-92900 (2021) - [j15]Han Wang, Hossein Sayadi, Sai Manoj Pudukotai Dinakarrao, Avesta Sasan, Setareh Rafatirad, Houman Homayoun:
Enabling Micro AI for Securing Edge Devices at Hardware Level. IEEE J. Emerg. Sel. Topics Circuits Syst. 11(4): 803-815 (2021) - [j14]Qingzhe Li, Liang Zhao, Yi-Ching Lee, Avesta Sasan, Jessica Lin:
CPM: A general feature dependency pattern mining framework for contrast multivariate time series. Pattern Recognit. 112: 107711 (2021) - [j13]Hosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Sai Manoj Pudukotai Dinakarrao, Avesta Sasan, Tinoosh Mohsenin, Setareh Rafatirad, Houman Homayoun:
Adaptive Performance Modeling of Data-intensive Workloads for Resource Provisioning in Virtualized Environment. ACM Trans. Model. Perform. Evaluation Comput. Syst. 5(4): 18:1-18:24 (2021) - [j12]Kimia Zamiri Azar, Hadi Mardani Kamali, Shervin Roshanisefat, Houman Homayoun, Christos P. Sotiriou, Avesta Sasan:
Data Flow Obfuscation: A New Paradigm for Obfuscating Circuits. IEEE Trans. Very Large Scale Integr. Syst. 29(4): 643-656 (2021) - [c77]Han Wang, Soheil Salehi, Hossein Sayadi, Avesta Sasan, Tinoosh Mohsenin, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun:
Evaluation of Machine Learning-based Detection against Side-Channel Attacks on Autonomous Vehicle. AICAS 2021: 1-4 - [c76]Ashkan Vakil, Farzad Niknia, Ali Mirzaeian, Avesta Sasan, Naghmeh Karimi:
Learning Assisted Side Channel Delay Test for Detection of Recycled ICs. ASP-DAC 2021: 455-462 - [c75]Gaurav Kolhe, Soheil Salehi, Tyler David Sheaves, Houman Homayoun, Setareh Rafatirad, Sai Manoj P. D., Avesta Sasan:
Securing Hardware via Dynamic Obfuscation Utilizing Reconfigurable Interconnect and Logic Blocks. DAC 2021: 229-234 - [c74]Sayed Aresh Beheshti-Shirazi, Ashkan Vakil, Sai Manoj P. D., Ioannis Savidis, Houman Homayoun, Avesta Sasan:
A Reinforced Learning Solution for Clock Skew Engineering to Reduce Peak Current and IR Drop. ACM Great Lakes Symposium on VLSI 2021: 181-187 - [c73]Neha Nagarkar, Khaled N. Khasawneh, Setareh Rafatirad, Avesta Sasan, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao:
Energy-Efficient and Adversarially Robust Machine Learning with Selective Dynamic Band Filtering. ACM Great Lakes Symposium on VLSI 2021: 195-200 - [c72]Saran Phatharodom, Avesta Sasan, Ioannis Savidis:
SAT-attack Resilience Measure for Access Restricted Circuits. ACM Great Lakes Symposium on VLSI 2021: 213-220 - [c71]Shervin Roshanisefat, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan:
RANE: An Open-Source Formal De-obfuscation Attack for Reverse Engineering of Logic Encrypted Circuits. ACM Great Lakes Symposium on VLSI 2021: 221-228 - [c70]Han Wang, Hossein Sayadi, Avesta Sasan, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun:
Machine Learning-Assisted Website Fingerprinting Attacks with Side-Channel Information: A Comprehensive Analysis and Characterization. ISQED 2021: 79-84 - [c69]Ali Mirzaeian, Jana Kosecka, Houman Homayoun, Tinoosh Mohsenin, Avesta Sasan:
Diverse Knowledge Distillation (DKD): A Solution for Improving The Robustness of Ensemble Models Against Adversarial Attacks. ISQED 2021: 319-324 - [c68]Ali Mirzaeian, Sai Manoj P. D., Ashkan Vakil, Houman Homayoun, Avesta Sasan:
Conditional Classification: A Solution for Computational Energy Reduction. ISQED 2021: 325-330 - [c67]Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan:
ChaoLock: Yet Another SAT-hard Logic Locking using Chaos Computing. ISQED 2021: 387-394 - [c66]Hosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Khaled N. Khasawneh, Avesta Sasan, Setareh Rafatirad, Houman Homayoun:
Cloak & Co-locate: Adversarial Railroading of Resource Sharing-based Attacks on the Cloud. SEED 2021: 1-13 - [e1]Yiran Chen, Victor V. Zhirnov, Avesta Sasan, Ioannis Savidis:
GLSVLSI '21: Great Lakes Symposium on VLSI 2021, Virtual Event, USA, June 22-25, 2021. ACM 2021, ISBN 978-1-4503-8393-6 [contents] - [i21]Chongzhou Fang, Han Wang, Najmeh Nazari, Behnam Omidi, Avesta Sasan, Khaled N. Khasawneh, Setareh Rafatirad, Houman Homayoun:
Repttack: Exploiting Cloud Schedulers to Guide Co-Location Attacks. CoRR abs/2110.00846 (2021) - 2020
- [j11]Sai Manoj Pudukotai Dinakarrao, Xiaojie Guo, Hossein Sayadi, Cameron Nowzari, Avesta Sasan, Setareh Rafatirad, Liang Zhao, Houman Homayoun:
Cognitive and Scalable Technique for Securing IoT Networks Against Malware Epidemics. IEEE Access 8: 138508-138528 (2020) - [j10]Katayoun Neshatpour, Houman Homayoun, Avesta Sasan:
ICNN: The Iterative Convolutional Neural Network. ACM Trans. Embed. Comput. Syst. 18(6): 119:1-119:27 (2020) - [j9]Shervin Roshanisefat, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan:
SAT-Hard Cyclic Logic Obfuscation for Protecting the IP in the Manufacturing Supply Chain. IEEE Trans. Very Large Scale Integr. Syst. 28(4): 954-967 (2020) - [c65]Ali Mirzaeian, Houman Homayoun, Avesta Sasan:
NESTA: Hamming Weight Compression-Based Neural Proc. EngineAli Mirzaeian. ASP-DAC 2020: 530-537 - [c64]Han Wang, Hossein Sayadi, Tinoosh Mohsenin, Liang Zhao, Avesta Sasan, Setareh Rafatirad, Houman Homayoun:
Mitigating Cache-Based Side-Channel Attacks through Randomization: A Comprehensive System and Architecture Level Analysis. DATE 2020: 1414-1419 - [c63]Aidin Shiri, Arnab Neelim Mazumder, Bharat Prakash, Nitheesh Kumar Manjunath, Houman Homayoun, Avesta Sasan, Nicholas R. Waytowich, Tinoosh Mohsenin:
Energy-Efficient Hardware for Language Guided Reinforcement Learning. ACM Great Lakes Symposium on VLSI 2020: 131-136 - [c62]Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Jessica Lin, Houman Homayoun:
StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features. ACM Great Lakes Symposium on VLSI 2020: 175-180 - [c61]Han Wang, Hossein Sayadi, Avesta Sasan, Setareh Rafatirad, Tinoosh Mohsenin, Houman Homayoun:
Comprehensive Evaluation of Machine Learning Countermeasures for Detecting Microarchitectural Side-Channel Attacks. ACM Great Lakes Symposium on VLSI 2020: 181-186 - [c60]Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan:
On Designing Secure and Robust Scan Chain for Protecting Obfuscated Logic. ACM Great Lakes Symposium on VLSI 2020: 217-222 - [c59]Han Wang, Hossein Sayadi, Avesta Sasan, Setareh Rafatirad, Houman Homayoun:
Hybrid-Shield: Accurate and Efficient Cross-Layer Countermeasure for Run-Time Detection and Mitigation of Cache-Based Side-Channel Attacks. ICCAD 2020: 36:1-36:9 - [c58]Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan:
InterLock: An Intercorrelated Logic and Routing Locking. ICCAD 2020: 78:1-78:9 - [c57]Kimia Zamiri Azar, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan:
NNgSAT: Neural Network guided SAT Attack on Logic Locked Complex Structures. ICCAD 2020: 79:1-79:9 - [c56]Han Wang, Hossein Sayadi, Gaurav Kolhe, Avesta Sasan, Setareh Rafatirad, Houman Homayoun:
Phased-Guard: Multi-Phase Machine Learning Framework for Detection and Identification of Zero-Day Microarchitectural Side-Channel Attacks. ICCD 2020: 648-655 - [c55]Han Wang, Hossein Sayadi, Avesta Sasan, Setareh Rafatirad, Houman Homayoun:
HybriDG: Hybrid Dynamic Time Warping and Gaussian Distribution Model for Detecting Emerging Zero-Day Microarchitectural Side-Channel Attacks. ICMLA 2020: 604-611 - [c54]Han Wang, Hossein Sayadi, Setareh Rafatirad, Avesta Sasan, Houman Homayoun:
SCARF: Detecting Side-Channel Attacks at Real-time using Low-level Hardware Features. IOLTS 2020: 1-6 - [c53]Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj P. D., Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan:
Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks. ISQED 2020: 27-32 - [c52]Ashkan Vakil, Farnaz Behnia, Ali Mirzaeian, Houman Homayoun, Naghmeh Karimi, Avesta Sasan:
LASCA: Learning Assisted Side Channel Delay Analysis for Hardware Trojan Detection. ISQED 2020: 40-45 - [c51]Hirenkumar Paneliya, Morteza Hosseini, Avesta Sasan, Houman Homayoun, Tinoosh Mohsenin:
CSCMAC - Cyclic Sparsely Connected Neural Network Manycore Accelerator. ISQED 2020: 311-316 - [c50]Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan:
SCRAMBLE: The State, Connectivity and Routing Augmentation Model for Building Logic Encryption. ISVLSI 2020: 153-159 - [c49]Shervin Roshanisefat, Hadi Mardani Kamali, Kimia Zamiri Azar, Sai Manoj Pudukotai Dinakarrao, Naghmeh Karimi, Houman Homayoun, Avesta Sasan:
DFSSD: Deep Faults and Shallow State Duality, A Provably Strong Obfuscation Solution for Circuits with Restricted Access to Scan Chain. VTS 2020: 1-6 - [i20]Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj P. D., Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan:
Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks. CoRR abs/2001.06099 (2020) - [i19]Ashkan Vakil, Farnaz Behnia, Ali Mirzaeian, Houman Homayoun, Naghmeh Karimi, Avesta Sasan:
LASCA: Learning Assisted Side Channel Delay Analysis for Hardware Trojan Detection. CoRR abs/2001.06476 (2020) - [i18]Shervin Roshanisefat, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan:
SAT-hard Cyclic Logic Obfuscation for Protecting the IP in the Manufacturing Supply Chain. CoRR abs/2001.08999 (2020) - [i17]Shervin Roshanisefat, Hadi Mardani Kamali, Kimia Zamiri Azar, Sai Manoj Pudukotai Dinakarrao, Naghmeh Karimi, Houman Homayoun, Avesta Sasan:
DFSSD: Deep Faults and Shallow State Duality, A Provably Strong Obfuscation Solution for Circuits with Restricted Access to Scan Chain. CoRR abs/2002.07857 (2020) - [i16]Hadi Mardani Kamali, Kimia Zamiri Azar, Shervin Roshanisefat, Ashkan Vakil, Avesta Sasan:
ExTru: A Lightweight, Fast, and Secure Expirable Trust for the Internet of Things. CoRR abs/2004.06235 (2020) - [i15]Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan:
On Designing Secure and Robust Scan Chain for Protecting Obfuscated Logic. CoRR abs/2005.04262 (2020) - [i14]Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan:
SCRAMBLE: The State, Connectivity and Routing Augmentation Model for Building Logic Encryption. CoRR abs/2005.11789 (2020) - [i13]Ali Mirzaeian, Mohammad Sabokrou, Mohammad Khalooei, Jana Kosecka, Houman Homayoun, Tinoosh Mohsenin, Avesta Sasan:
Learning Diverse Latent Representations for Improving the Resilience to Adversarial Attacks. CoRR abs/2006.15127 (2020) - [i12]Ali Mirzaeian, Masoud PourReza, Mohammad Sabokrou, Ashkan Vakil, Tinoosh Mohsenin, Houman Homayoun, Avesta Sasan:
Cluster-Based Partitioning of Convolutional Neural Networks, A Solution for Computational Energy and Complexity Reduction. CoRR abs/2006.15799 (2020) - [i11]Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan:
InterLock: An Intercorrelated Logic and Routing Locking. CoRR abs/2009.02206 (2020) - [i10]Kimia Zamiri Azar, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan:
NNgSAT: Neural Network guided SAT Attack on Logic Locked Complex Structures. CoRR abs/2009.02208 (2020) - [i9]Ashkan Vakil, Farzad Niknia, Ali Mirzaeian, Avesta Sasan, Naghmeh Karimi:
Learning Assisted Side Channel Delay Test for Detection of Recycled ICs. CoRR abs/2010.12704 (2020)
2010 – 2019
- 2019
- [j8]Kimia Zamiri Azar, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan:
SMT Attack: Next Generation Attack on Obfuscated Circuits with Capabilities and Performance Beyond the SAT Attacks. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2019(1): 97-122 (2019) - [c48]Ashkan Vakil, Houman Homayoun, Avesta Sasan:
IR-ATA: IR annotated timing analysis, a flow for closing the loop between PDN design, IR analysis & timing closure. ASP-DAC 2019: 152-159 - [c47]Hosein Mohammadi Makrani, Hossein Sayadi, Tinoosh Mohsenin, Setareh Rafatirad, Avesta Sasan, Houman Homayoun:
XPPE: cross-platform performance estimation of hardware accelerators using machine learning. ASP-DAC 2019: 727-732 - [c46]Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan:
Full-Lock: Hard Distributions of SAT instances for Obfuscating Circuits using Fully Configurable Logic and Routing Blocks. DAC 2019: 89 - [c45]Sai Manoj Pudukotai Dinakarrao, Sairaj Amberkar, Sahil Bhat, Abhijitt Dhavlle, Hossein Sayadi, Avesta Sasan, Houman Homayoun, Setareh Rafatirad:
Adversarial Attack on Microarchitectural Events based Malware Detectors. DAC 2019: 164 - [c44]Hossein Sayadi, Hosein Mohammadi Makrani, Sai Manoj Pudukotai Dinakarrao, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Houman Homayoun:
2SMaRT: A Two-Stage Machine Learning-Based Approach for Run-Time Specialized Hardware-Assisted Malware Detection. DATE 2019: 728-733 - [c43]Mahmoud Namazi, Hosein Mohammadi Makrani, Zhi Tian, Setareh Rafatirad, Mohamad Hosein Akbari, Avesta Sasan, Houman Homayoun:
Mitigating the Performance and Quality of Parallelized Compressive Sensing Reconstruction Using Image Stitching. ACM Great Lakes Symposium on VLSI 2019: 219-224 - [c42]Kimia Zamiri Azar, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan:
Threats on Logic Locking: A Decade Later. ACM Great Lakes Symposium on VLSI 2019: 471-476 - [c41]Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad, Hamid Mahmoodi, Avesta Sasan, Houman Homayoun:
On Custom LUT-based Obfuscation. ACM Great Lakes Symposium on VLSI 2019: 477-482 - [c40]Gaurav Kolhe, Hadi Mardani Kamali, Miklesh Naicker, Tyler David Sheaves, Hamid Mahmoodi, Sai Manoj P. D., Houman Homayoun, Setareh Rafatirad, Avesta Sasan:
Security and Complexity Analysis of LUT-based Obfuscation: From Blueprint to Reality. ICCAD 2019: 1-8 - [c39]Maria Malik, Hassan Ghasemzadeh, Tinoosh Mohsenin, Rosario Cammarota, Liang Zhao, Avesta Sasan, Houman Homayoun, Setareh Rafatirad:
ECoST: Energy-Efficient Co-Locating and Self-Tuning MapReduce Applications. ICPP 2019: 7:1-7:11 - [c38]Katayoun Neshatpour, Farnaz Behnia, Houman Homayoun, Avesta Sasan:
Exploiting Energy-Accuracy Trade-off through Contextual Awareness in Multi-Stage Convolutional Neural Networks. ISQED 2019: 265-270 - [c37]Kimia Zamiri Azar, Farnoud Farahmand, Hadi Mardani Kamali, Shervin Roshanisefat, Houman Homayoun, William Diehl, Kris Gaj, Avesta Sasan:
COMA: Communication and Obfuscation Management Architecture. RAID 2019: 181-195 - [c36]Ali Mirzaeian, Houman Homayoun, Avesta Sasan:
TCD-NPE: A Re-configurable and Efficient Neural Processing Engine, Powered by Novel Temporal-Carry-deferring MACs. ReConFig 2019: 1-8 - [i8]Kimia Zamiri Azar, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan:
Threats on Logic Locking: A Decade Later. CoRR abs/1905.05896 (2019) - [i7]Hosein Mohammadi Makrani, Farnoud Farahmand, Hossein Sayadi, Sara Bondi, Sai Manoj Pudukotai Dinakarrao, Liang Zhao, Avesta Sasan, Houman Homayoun, Setareh Rafatirad:
Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis Design. CoRR abs/1907.12952 (2019) - [i6]Kimia Zamiri Azar, Farnoud Farahmand, Hadi Mardani Kamali, Shervin Roshanisefat, Houman Homayoun, William Diehl, Kris Gaj, Avesta Sasan:
COMA: Communication and Obfuscation Management Architecture. CoRR abs/1909.00493 (2019) - [i5]Ali Mirzaeian, Houman Homayoun, Avesta Sasan:
NESTA: Hamming Weight Compression-Based Neural Proc. Engine. CoRR abs/1910.00700 (2019) - [i4]Ali Mirzaeian, Houman Homayoun, Avesta Sasan:
TCD-NPE: A Re-configurable and Efficient Neural Processing Engine, Powered by Novel Temporal-Carry-deferring MACs. CoRR abs/1910.06458 (2019) - 2018
- [j7]Katayoun Neshatpour, Maria Malik, Avesta Sasan, Setareh Rafatirad, Tinoosh Mohsenin, Hassan Ghasemzadeh, Houman Homayoun:
Energy-efficient acceleration of MapReduce applications using FPGAs. J. Parallel Distributed Comput. 119: 1-17 (2018) - [j6]Katayoun Neshatpour, Maria Malik, Avesta Sasan, Setareh Rafatirad, Houman Homayoun:
Hardware Accelerated Mappers for Hadoop MapReduce Streaming. IEEE Trans. Multi Scale Comput. Syst. 4(4): 734-748 (2018) - [c35]Ferdinand Brasser, Lucas Davi, Abhijitt Dhavlle, Tommaso Frassetto, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Ahmad-Reza Sadeghi, Avesta Sasan, Hossein Sayadi, Shaza Zeitouni, Houman Homayoun:
Advances and throwbacks in hardware-assisted security: special session. CASES 2018: 15:1-15:10 - [c34]Hossein Sayadi, Nisarg Patel, Sai Manoj P. D., Avesta Sasan, Setareh Rafatirad, Houman Homayoun:
Ensemble learning for effective run-time hardware-based malware detection: a comprehensive analysis and classification. DAC 2018: 1:1-1:6 - [c33]Katayoun Neshatpour, Farnaz Behnia, Houman Homayoun, Avesta Sasan:
ICNN: An iterative implementation of convolutional neural networks to enable energy and computational complexity aware dynamic approximation. DATE 2018: 551-556 - [c32]Katayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun:
Design Space Exploration for Hardware Acceleration of Machine Learning Applications in MapReduce. FCCM 2018: 221 - [c31]Shervin Roshanisefat, Hadi Mardani Kamali, Avesta Sasan:
SRCLock: SAT-Resistant Cyclic Logic Locking for Protecting the Hardware. ACM Great Lakes Symposium on VLSI 2018: 153-158 - [c30]Hadi Mardani Kamali, Avesta Sasan:
MUCH-SWIFT: A High-Throughput Multi-Core HW/SW Co-design K-means Clustering Architecture. ACM Great Lakes Symposium on VLSI 2018: 459-462 - [c29]Avesta Sasan, Qi Zhu, Yanzhi Wang, Jae-sun Seo, Tinoosh Mohsenin:
Low Power and Trusted Machine Learning. ACM Great Lakes Symposium on VLSI 2018: 515 - [c28]Shervin Roshanisefat, Harshith K. Thirumala, Kris Gaj, Houman Homayoun, Avesta Sasan:
Benchmarking the Capabilities and Limitations of SAT Solvers in Defeating Obfuscation Schemes. IOLTS 2018: 275-280 - [c27]Hadi Mardani Kamali, Kimia Zamiri Azar, Kris Gaj, Houman Homayoun, Avesta Sasan:
LUT-Lock: A Novel LUT-Based Logic Obfuscation for FPGA-Bitstream and ASIC-Hardware Protection. ISVLSI 2018: 405-410 - [c26]Katayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun:
Architectural considerations for FPGA acceleration of machine learning applications in MapReduce. SAMOS 2018: 89-96 - [i3]Shervin Roshanisefat, Hadi Mardani Kamali, Avesta Sasan:
SRCLock: SAT-Resistant Cyclic Logic Locking for Protecting the Hardware. CoRR abs/1804.09162 (2018) - [i2]Hadi Mardani Kamali, Kimia Zamiri Azar, Kris Gaj, Houman Homayoun, Avesta Sasan:
LUT-Lock: A Novel LUT-based Logic Obfuscation for FPGA-Bitstream and ASIC-Hardware Protection. CoRR abs/1804.11275 (2018) - [i1]Shervin Roshanisefat, Harshith K. Thirumala, Kris Gaj, Houman Homayoun, Avesta Sasan:
Benchmarking the Capabilities and Limitations of SAT Solvers in Defeating Obfuscation Schemes. CoRR abs/1805.00054 (2018) - 2017
- [c25]Nisarg Patel, Avesta Sasan, Houman Homayoun:
Analyzing Hardware Based Malware Detectors. DAC 2017: 25:1-25:6 - [c24]Maria Malik, Katayoun Neshatpour, Tinoosh Mohsenin, Avesta Sasan, Houman Homayoun:
Big vs little core for energy-efficient Hadoop computing. DATE 2017: 1480-1485 - [c23]Hossein Sayadi, Nisarg Patel, Avesta Sasan, Houman Homayoun:
Machine Learning-Based Approaches for Energy-Efficiency Prediction and Scheduling in Composite Cores Architectures. ICCD 2017: 129-136 - [c22]Bhoopal Gunna, Lakshmi Bhamidipati, Houman Homayoun, Avesta Sasan:
Spatial and temporal scheduling of clock arrival times for IR hot-spot mitigation, reformulation of peak current reduction. ISLPED 2017: 1-6 - [c21]Lakshmi Bhamidipati, Bhoopal Gunna, Houman Homayoun, Avesta Sasan:
A Power Delivery Network and Cell Placement Aware IR-Drop Mitigation Technique: Harvesting Unused Timing Slacks to Schedule Useful Skews. ISVLSI 2017: 272-277 - 2016
- [c20]Katayoun Neshatpour, Avesta Sasan, Houman Homayoun:
Big data analytics on heterogeneous accelerator architectures. CODES+ISSS 2016: 16:1-16:3 - [c19]Katayoun Neshatpour, Arezou Koohi, Farnoud Farahmand, Rajiv V. Joshi, Setareh Rafatirad, Avesta Sasan, Houman Homayoun:
Big biomedical image processing hardware acceleration: A case study for K-means and image filtering. ISCAS 2016: 1134-1137 - [c18]Maria Malik, Avesta Sasan, Rajiv V. Joshi, Setareh Rafatirah, Houman Homayoun:
Characterizing Hadoop applications on microservers for performance and energy efficiency optimizations. ISPASS 2016: 153-154 - [p2]