Setareh Rafatirad

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 110

Top Venues

DATE

CoRR

ACM Great Lakes Symposium on VLSI

ISQED

Publications

Zhangying He, Thomas Nguyen, Tahereh Miari, Mehrdad Aliasgari, Setareh Rafatirad, Hossein Sayadi
The AI Companion in Education: Analyzing the Pedagogical Potential of ChatGPT in Computer Science and Engineering. EDUCON (2024)
Najmeh Nazari, Behnam Omidi, Chongzhou Fang, Hosein Mohammadi Makrani, Setareh Rafatirad, Avesta Sasan, Houman Homayoun, Khaled N. Khasawneh
SpecScope: Automating Discovery of Exploitable Spectre Gadgets on Black-Box Microarchitectures. DATE (2024)
Najmeh Nazari, Hosein Mohammadi Makrani, Chongzhou Fang, Hossein Sayadi, Setareh Rafatirad, Khaled N. Khasawneh, Houman Homayoun
Forget and Rewire: Enhancing the Resilience of Transformer-based Models against Bit-Flip Attacks. USENIX Security Symposium (2024)
Najmeh Nazari, Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Muhtasim Alam Chowdhury, Chongzhou Fang, Avesta Sasan, Setareh Rafatirad, Houman Homayoun, Soheil Salehi
Securing On-Chip Learning: Navigating Vulnerabilities and Potential Safeguards in Spiking Neural Network Architectures. ISCAS (2024)
Najmeh Nazari, Furi Xiang, Chongzhou Fang, Hosein Mohammadi Makrani, Aditya Puri, Kartik Patwari, Hossein Sayadi, Setareh Rafatirad, Chen-Nee Chuah, Houman Homayoun
LLM-FIN: Large Language Models Fingerprinting Attack on Edge Devices. ISQED (2024)
Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Muhtasim Alam Chowdhury, Afrooz Jalilzadeh, Erfan Yazdandoost Hamedani, Setareh Rafatirad, Avesta Sasan, Houman Homayoun, Soheil Salehi
Optimized and Automated Secure IC Design Flow: A Defense-in-Depth Approach. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (5) (2024)
Zhangying He, Thomas Nguyen, Tahereh Miari, Mehrdad Aliasgari, Setareh Rafatirad, Hossein Sayadi
The AI Companion in Education: Analyzing the Pedagogical Potential of ChatGPT in Computer Science and Engineering. CoRR (2024)
Sanket Shukla, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
Federated Learning with Heterogeneous Models for On-device Malware Detection in IoT Networks. DATE (2023)
Najmeh Nazari, Hosein Mohammadi Makrani, Chongzhou Fang, Behnam Omidi, Setareh Rafatirad, Hossein Sayadi, Khaled N. Khasawneh, Houman Homayoun
Adversarial Attacks Against Machine Learning-Based Resource Provisioning Systems. IEEE Micro 43 (5) (2023)
Elahe Hosseini, Ruijie Fang, Ruoyu Zhang, Setareh Rafatirad, Houman Homayoun
Emotion and Stress Recognition Utilizing Galvanic Skin Response and Wearable Technology: A Real-time Approach for Mental Health Care. BIBM (2023)
Chongzhou Fang, Najmeh Nazari, Behnam Omidi, Han Wang, Aditya Puri, Manish Arora, Setareh Rafatirad, Houman Homayoun, Khaled N. Khasawneh
HeteroScore: Evaluating and Mitigating Cloud Security Threats Brought by Heterogeneity. NDSS (2023)
Ruijie Fang, Ruoyu Zhang, Elahe Hosseini, Chongzhou Fang, Setareh Rafatirad, Houman Homayoun
Introducing an Open-Source Python Toolkit for Machine Learning Research in Physiological Signal based Affective Computing. BIBM (2023)
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) (2023)
Chelsea William Fernandes, Tahereh Miari, Setareh Rafatirad, Hossein Sayadi
Unleashing the Potential of Reinforcement Learning for Enhanced Personalized Education. FIE (2023)
Yu-Zheng Lin, Muntasir Mamun, Muhtasim Alam Chowdhury, Shuyu Cai, Mingyu Zhu, Banafsheh Saber Latibari, Kevin Immanuel Gubbi, Najmeh Nazari Bavarsad, Arjun Caputo, Avesta Sasan, Houman Homayoun, Setareh Rafatirad, Pratik Satam, Soheil Salehi
HW-V2W-Map: Hardware Vulnerability to Weakness Mapping Framework for Root Cause Analysis with GPT-assisted Mitigation Suggestion. CoRR (2023)
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 (2023)
Brendan Baird, Namya Radesh, Setareh Rafatirad, Hossein Sayadi
Towards Race and Gender Equity in Data Science Education. FIE (2023)
Rakibul Hassan, Charan Bandi, Meng-Tien Tsai, Shahriar Golchin, Sai Manoj P. D., Setareh Rafatirad, Soheil Salehi
Automated Supervised Topic Modeling Framework for Hardware Weaknesses. ISQED (2023)
Zhangying He, Hosein Mohammadi Makrani, Setareh Rafatirad, Houman Homayoun, Hossein Sayadi
Breakthrough to Adaptive and Cost-Aware Hardware-Assisted Zero-Day Malware Detection: A Reinforcement Learning-Based Approach. ICCD (2022)
Hosein Mohammadi Makrani, Zhangying He, Setareh Rafatirad, Hossein Sayadi
Accelerated Machine Learning for On-Device Hardware-Assisted Cybersecurity in Edge Platforms. ISQED (2022)
Wooyoung Chung, Xiyu Zhang, Zunaira Ahmad, Hossein Sayadi, Setareh Rafatirad
Machine Learning to the Rescue: ML-Assisted Framework for Equity-Driven Education. EDUCON (2022)
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)
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)
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) (2022)
Sanket Shukla, Abhijitt Dhavlle, Sai Manoj P. D, Houman Homayoun, Setareh Rafatirad
Iron-Dome: Securing IoT Networked Systems at Runtime by Network and Device Characteristics to Confine Malware Epidemics. ICCD (2022)
Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
A Neural Network-Based Cognitive Obfuscation Toward Enhanced Logic Locking. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Abhijitt Dhavlle, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
CR-Spectre: Defense-Aware ROP Injected Code-Reuse Based Dynamic Spectre. DATE (2022)
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)
Elahe Hosseini, Ruijie Fang, Ruoyu Zhang, Chen-Nee Chuah, Mahdi Orooji, Soheil Rafatirad, Setareh Rafatirad, Houman Homayoun
Convolution Neural Network for Pain Intensity Assessment from Facial Expression. EMBC (2022)
Abhijitt Dhavlle, Setareh Rafatirad, Khaled N. Khasawneh, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
Imitating Functional Operations for Mitigating Side-Channel Leakage. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (4) (2022)
Sanket Shukla, Gaurav Kolhe, Houman Homayoun, Setareh Rafatirad, Sai Manoj P. D.
RAFeL - Robust and Data-Aware Federated Learning-inspired Malware Detection in Internet-of-Things (IoT) Networks. ACM Great Lakes Symposium on VLSI (2022)
Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
A Neural Network-based SAT-Resilient Obfuscation Towards Enhanced Logic Locking. CoRR (2022)
Gaurav Kolhe, Tyler Sheaves, Kevin Immanuel Gubbi, Tejas Kadale, Setareh Rafatirad, Sai Manoj PD, Avesta Sasan, Hamid Mahmoodi, Houman Homayoun
Silicon validation of LUT-based logic-locked IP cores. DAC (2022)
Ruijie Fang, Ruoyu Zhang, Elahe Hosseini, Anna M. Parenteau, Sally Hang, Setareh Rafatirad, Camelia E. Hostinar, Mahdi Orooji, Houman Homayoun
Towards Generalized ML Model in Automated Physiological Arousal Computing: A Transfer Learning-Based Domain Generalization Approach. BIBM (2022)
Ruijie Fang, Ruoyu Zhang, Elahe Hosseini, Anna M. Parenteau, Sally Hang, Setareh Rafatirad, Camelia E. Hostinar, Mahdi Orooji, Houman Homayoun
Prevent Over-fitting and Redundancy in Physiological Signal Analyses for Stress Detection. BIBM (2022)
Ruijie Fang, Ruoyu Zhang, Elahe Hosseini, Mahdi Orooji, Houman Homayoun, Sayed Mohammad Hosseini, Mahya Faghih, Soheil Rafatirad, Setareh Rafatirad
ATLAS: An Adaptive Transfer Learning Based Pain Assessment System: A Real Life Unsupervised Pain Assessment Solution. EMBC (2022)
Elahe Hosseini, Ruijie Fang, Ruoyu Zhang, Anna Parenteau, Sally Hang, Setareh Rafatirad, Camelia Hostinar, Mahdi Orooji, Houman Homayoun
A Low Cost EDA-based Stress Detection Using Machine Learning. BIBM (2022)
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)
Charan Bandi, Soheil Salehi, Rakibul Hassan, Sai Manoj P. D., Houman Homayoun, Setareh Rafatirad
Ontology-Driven Framework for Trend Analysis of Vulnerabilities and Impacts in IoT Hardware. ICSC (2021)
Sanket Shukla, Sai Manoj P. D., Gaurav Kolhe, Setareh Rafatirad
On-device Malware Detection using Performance-Aware and Robust Collaborative Learning. DAC (2021)
Rakibul Hassan, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
Performance-aware Malware Epidemic Confinement in Large-Scale IoT Networks. ICC (2021)
Abhijitt Dhavlle, Sanket Shukla, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
HMD-Hardener: Adversarially Robust and Efficient Hardware-Assisted Runtime Malware Detection. DATE (2021)
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)
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)
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)
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) (2021)
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 (2021)
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)
Sreenitha Kasarapu, Rakibul Hassan, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
Demography-aware COVID-19 Confinement with Game Theory. AICAS (2021)
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) (2021)
Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
A Cognitive SAT to SAT-Hard Clause Translation-based Logic Obfuscation. DATE (2021)
Abhijitt Dhavlle, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
Power Swapper: Approximate Functional Block Assisted Cryptosystem Security. SoCC (2021)
Najmeh Nazari Bavarsad, Hosein Mohammadi Makrani, Hossein Sayadi, Lawrence Landis, Setareh Rafatirad, Houman Homayoun
HosNa: A DPC++ Benchmark Suite for Heterogeneous Architectures. ICCD (2021)
Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Jessica Lin, Paulo Cesar G. da Costa, Setareh Rafatirad, Houman Homayoun
Towards Accurate Run-Time Hardware-Assisted Stealthy Malware Detection: A Lightweight, yet Effective Time Series CNN-Based Approach. Cryptogr. 5 (4) (2021)
Zhiqian Chen, Lei Zhang, Gaurav Kolhe, Hadi Mardani Kamali, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Chang-Tien Lu, Liang Zhao
Deep Graph Learning for Circuit Deobfuscation. Frontiers Big Data 4 (2021)
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)
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)
Zhiqian Chen, Gaurav Kolhe, Setareh Rafatirad, Chang-Tien Lu, Sai Manoj P. D., Houman Homayoun, Liang Zhao
Estimating the Circuit De-obfuscation Runtime based on Graph Deep Learning. DATE (2020)
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)
Xiaojie Guo, Liang Zhao, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
Deep Multi-attributed Graph Translation with Node-Edge Co-evolution. CoRR (2020)
Maryam Heidari, Setareh Rafatirad
Using Transfer Learning Approach to Implement Convolutional Neural Network model to Recommend Airline Tickets by Using Online Reviews. SMAP (2020)
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)
Maryam Heidari, Setareh Rafatirad
Semantic Convolutional Neural Network model for Safe Business Investment by Using BERT. SNAMS (2020)
Abhijitt Dhavlle, Raj Mehta, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
Entropy-Shield: Side-Channel Entropy Maximization for Timing-based Side-Channel Attacks. ISQED (2020)
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)
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)
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)
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 (2020)
Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
SATConda: SAT to SAT-Hard Clause Translator. ISQED (2020)
Hossein Sayadi, Han Wang, Tahereh Miari, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Setareh Rafatirad, Houman Homayoun
Recent Advancements in Microarchitectural Security: Review of Machine Learning Countermeasures. MWSCAS (2020)
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)
Maryam Heidari, Setareh Rafatirad
Bidirectional Transformer based on online Text-based information to Implement Convolutional Neural Network Model For Secure Business Investment. ISTAS (2020)
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)
Sai Manoj Pudukotai Dinakarrao, Hossein Sayadi, Hosein Mohammadi Makrani, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun
Lightweight Node-level Malware Detection and Network-level Malware Confinement in IoT Networks. DATE (2019)
Hosein Mohammadi Makrani, Farnoud Farahmand, Hossein Sayadi, Sara Bondi, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Setareh Rafatirad
Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis Design. FPL (2019)
Sanket Shukla, Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad
RNN-Based Classifier to Detect Stealthy Malware using Localized Features and Complex Symbolic Sequence. ICMLA (2019)
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)
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)
Abhijitt Dhavlle, Sahil Bhat, Setareh Rafatirad, Houman Homayoun, Sai Manoj P. D.
Sequence-Crafter: Side-Channel Entropy Minimization to Thwart Timing-based Side-Channel Attacks. CASES (work in progress) (2019)
Rakibul Hassan, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
SAT to SAT-Hard Clause Translator. CASES (work in progress) (2019)
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)
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 (2019)
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)
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)
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)
Sanket Shukla, Gaurav Kolhe, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad
Stealthy Malware Detection using RNN-Based Automated Localized Feature Extraction and Classifier. ICTAI (2019)
Sanket Shukla, Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad
MicroArchitectural Events and Image Processing-based Hybrid Approach for Robust Malware Detection. CASES (work in progress) (2019)
Zhiqian Chen, Gaurav Kolhe, Setareh Rafatirad, Sai Manoj P. D., Houman Homayoun, Liang Zhao, Chang-Tien Lu
Estimating the Circuit Deobfuscating Runtime based on Graph Deep Learning. CoRR (2019)
Xiaojie Guo, Liang Zhao, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
Deep Multi-attributed Graph Translation with Node-Edge Co-Evolution. ICDM (2019)
Han Wang, Setareh Rafatirad, Houman Homayoun
A+ Tuning: Architecture+Application Auto-Tuning for In-Memory Data-Processing Frameworks. ICPADS (2019)
Maria Malik, Katayoun Neshatpour, Setareh Rafatirad, Rajiv V. Joshi, Tinoosh Mohsenin, Hassan Ghasemzadeh, Houman Homayoun
Big vs little core for energy-efficient Hadoop computing. J. Parallel Distributed Comput. 129 (2019)
Sai Manoj P. D., Sairaj Amberkar, Setareh Rafatirad, Houman Homayoun
Efficient utilization of adversarial training towards robust machine learners and its analysis. ICCAD (2018)
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) (2018)
Hossein Sayadi, Sai Manoj P. D., Amir Houmansadr, Setareh Rafatirad, Houman Homayoun
Comprehensive assessment of run-time hardware-supported malware detection using general and ensemble learning. CF (2018)
Ted Winograd, Gaurav Shenoy, Hassan Salmani, Hamid Mahmoodi, Setareh Rafatirad, Houman Homayoun
Programmable Gates Using Hybrid CMOS-STT Design to Prevent IC Reverse Engineering. ACM Trans. Design Autom. Electr. Syst. 23 (6) (2018)
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)
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 (2018)
Hossein Sayadi, Hosein Mohammadi Makrani, Onkar Randive, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Houman Homayoun
Customized Machine Learning-Based Hardware-Assisted Malware Detection in Embedded Devices. TrustCom/BigDataSE (2018)
Abhimanyu Chopra, Hakan Aydin, Setareh Rafatirad, Houman Homayoun
Optimal Allocation of Computation and Communication in an IoT Network. ACM Trans. Design Autom. Electr. Syst. 23 (6) (2018)
Maria Malik, Setareh Rafatirad, Houman Homayoun
System and Architecture Level Characterization of Big Data Applications on Big and Little Core Server Architectures. ACM Trans. Model. Perform. Evaluation Comput. Syst. 3 (3) (2018)

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Setareh Rafatirad