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1

[IEEE 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) - Florence, Italy (2019.3.25-2019.3.29)] 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) - 2SMaRT: A Two-Stage Machine Learning-Based Approach for Run-Time Specialized Hardware-Assisted Malware Detection

Sayadi, Hossein, Makrani, Hosein Mohammadi, Pudukotai Dinakarrao, Sai Manoj, Mohsenin, Tinoosh, Sasan, Avesta, Rafatirad, Setareh, Homayoun, Houman

Year:

2019

Language:

english

File:

PDF, 724 KB

english, 2019

2

Big vs little core for energy-efficient Hadoop computing

Malik, Maria, Neshatpour, Katayoun, Rafatirad, Setareh, Joshi, Rajiv V., Mohsenin, Tinoosh, Ghasemzadeh, Hassan, Homayoun, Houman

Journal:

Journal of Parallel and Distributed Computing

Year:

2018

Language:

english

File:

PDF, 2.18 MB

english, 2018

3

[IEEE 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE) - New York, NY, USA (2018.8.1-2018.8.3)] 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE) - Customized Machine Learning-Based Hardware-Assisted Malware Detection in Embedded Devices

Sayadi, Hossein, Mohammadi Makrani, Hosein, Randive, Onkar, P D, Sai Manoj, Rafatirad, Setareh, Homayoun, Houman

Year:

2018

Language:

english

File:

PDF, 478 KB

english, 2018

4

[IEEE 2020 IEEE 26th International Symposium on On-Line Testing and Robust System Design (IOLTS) - Napoli, Italy (2020.7.13-2020.7.15)] 2020 IEEE 26th International Symposium on On-Line Testing and Robust System Design (IOLTS) - SCARF: Detecting Side-Channel Attacks at Real-time using Low-level Hardware Features

Wang, Han, Sayadi, Hossein, Rafatirad, Setareh, Sasan, Avesta, Homayoun, Houman

Year:

2020

File:

PDF, 709 KB

2020

5

[IEEE 2018 IEEE 26th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) - Boulder, CO (2018.4.29-2018.5.1)] 2018 IEEE 26th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) - Design Space Exploration for Hardware Acceleration of Machine Learning Applications in MapReduce

Neshatpour, Katayoun, Makrani, Hosein Mohammadi, Sasan, Avesta, Ghasemzadeh, Hassan, Rafatirad, Setareh, Homayoun, Houman

Year:

2018

Language:

english

File:

PDF, 246 KB

english, 2018

6

[IEEE 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) - Florence, Italy (2019.3.25-2019.3.29)] 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) - Lightweight Node-level Malware Detection and Network-level Malware Confinement in IoT Networks

Pudukotai Dinakarrao, Sai Manoj, Sayadi, Hossein, Makrani, Hosein Mohammadi, Nowzari, Cameron, Rafatirad, Setareh, Homayoun, Houman

Year:

2019

Language:

english

File:

PDF, 249 KB

english, 2019

7

[IEEE 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) - Boca Raton, FL, USA (2019.12.16-2019.12.19)] 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) - RNN-Based Classifier to Detect Stealthy Malware using Localized Features and Complex Symbolic Sequence

Shukla, Sanket, Kolhe, Gaurav, PD, Sai Manoj, Rafatirad, Setareh

Year:

2019

Language:

english

File:

PDF, 3.63 MB

english, 2019

8

Energy-efficient acceleration of MapReduce applications using FPGAs

Neshatpour, Katayoun, Malik, Maria, Sasan, Avesta, Rafatirad, Setareh, Mohsenin, Tinoush, Ghasemzadeh, Hassan, Homayoun, Houman

Journal:

Journal of Parallel and Distributed Computing

Year:

2018

Language:

english

File:

PDF, 3.54 MB

english, 2018

9

Hardware Accelerated Mappers for Hadoop MapReduce Streaming

Neshatpour, Katayoun, Malik, Maria, Sasan, Avesta, Rafatirad, Setareh, Homayoun, Houman

Journal:

IEEE Transactions on Multi-Scale Computing Systems

Year:

2018

Language:

english

File:

PDF, 3.38 MB

english, 2018

10

System and Architecture Level Characterization of Big Data Applications on Big and Little Core Server Architectures

Malik, Maria, Rafatirad, Setareh, Homayoun, Houman

Journal:

ACM Transactions on Modeling and Performance Evaluation of Computing Systems

Year:

2018

Language:

english

File:

PDF, 9.21 MB

english, 2018

11

[ACM Press the 2019 - Tysons Corner, VA, USA (2019.05.09-2019.05.11)] Proceedings of the 2019 on Great Lakes Symposium on VLSI - GLSVLSI '19 - Mitigating the Performance and Quality of Parallelized Compressive Sensing Reconstruction Using Image Stitching

Namazi, Mahmoud, Makrani, Hosein Mohammadi, Tian, Zhi, Rafatirad, Setareh, Akbari, Mohamad Hosein, Sasan, Avesta, Homayoun, Houman

Year:

2019

Language:

english

File:

PDF, 1.24 MB

english, 2019

12

Hadoop Workloads Characterization for Performance and Energy Efficiency Optimizations on Microservers

Malik, Maria, Neshatpour, Katayoun, Rafatirad, Setareh, Homayoun, Houman

Journal:

IEEE Transactions on Multi-Scale Computing Systems

Year:

2017

Language:

english

File:

PDF, 954 KB

english, 2017

13

[IEEE 2020 21st International Symposium on Quality Electronic Design (ISQED) - Santa Clara, CA, USA (2020.3.25-2020.3.26)] 2020 21st International Symposium on Quality Electronic Design (ISQED) - SATConda: SAT to SAT-Hard Clause Translator

Hassan, Rakibul, Kolhe, Gaurav, Rafatirad, Setareh, Homayoun, Houman, Pudukotai Dinakarrao, Sai Manoj

Year:

2020

File:

PDF, 319 KB

2020

14

[ACM Press the ACM Symposium - Carlsbad, CA, USA (2018.10.11-2018.10.13)] Proceedings of the ACM Symposium on Cloud Computing - SoCC '18 - Energy-aware and Machine Learning-based Resource Provisioning of In-Memory Analytics on Cloud

Makrani, Hosein Mohammadi, Sayadi, Hossein, Motwani, Devang, Wang, Han, Rafatirad, Setareh, Homayoun, Houman

Year:

2018

Language:

english

File:

PDF, 305 KB

english, 2018

15

[IEEE 2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS) - Tianjin, China (2019.12.4-2019.12.6)] 2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS) - A+ Tuning: Architecture+Application Auto-Tuning for In-Memory Data-Processing Frameworks

Wang, Han, Rafatirad, Setareh, Homayoun, Houman

Year:

2019

File:

PDF, 1.76 MB

2019

16

[IEEE 2013 IEEE Seventh International Conference on Semantic Computing (ICSC) - Irvine, CA, USA (2013.09.16-2013.09.18)] 2013 IEEE Seventh International Conference on Semantic Computing - Context-Based Event Ontology Extension in Multimedia Applications

Rafatirad, Setareh, Jain, Ramesh, Laskey, Kathryn

Year:

2013

Language:

english

File:

PDF, 923 KB

english, 2013

17

[ACM Press the International Conference - San Diego, California (2018.11.05-2018.11.08)] Proceedings of the International Conference on Computer-Aided Design - ICCAD '18 - Efficient utilization of adversarial training towards robust machine learners and its analysis

D, Sai Manoj P, Amberkar, Sairaj, Rafatirad, Setareh, Homayoun, Houman

Year:

2018

Language:

english

File:

PDF, 680 KB

english, 2018

18

[IEEE 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC) - San Francisco, CA, USA (2018.6.24-2018.6.28)] 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC) - Ensemble Learning for Effective Run-Time Hardware-Based Malware Detection: A Comprehensive Analysis and Classification

Sayadi, Hossein, Patel, Nisarg, P D, Sai Manoj, Sasan, Avesta, Rafatirad, Setareh, Homayoun, Houman

Year:

2018

Language:

english

File:

PDF, 2.69 MB

english, 2018

19

[ACM Press the International Symposium - Alexandria, Virginia (2018.10.01-2018.10.04)] Proceedings of the International Symposium on Memory Systems - MEMSYS '18 - A comprehensive memory analysis of data intensive workloads on server class architecture

Makrani, Hosein Mohammadi, Sayadi, Hossein, Dinakarra, Sai Manoj Pudukotai, Rafatirad, Setareh, Homayoun, Houman

Year:

2018

File:

PDF, 1.35 MB

2018

20

[ACM Press the 15th ACM International Conference - Ischia, Italy (2018.05.08-2018.05.10)] Proceedings of the 15th ACM International Conference on Computing Frontiers - CF '18 - Comprehensive assessment of run-time hardware-supported malware detection using general and ensemble learning

Sayadi, Hossein, D, Sai Manoj P, Houmansadr, Amir, Rafatirad, Setareh, Homayoun, Houman

Year:

2018

Language:

english

File:

PDF, 999 KB

english, 2018

21

[ACM Press the 18th International Conference - Pythagorion, Greece (2018.07.15-2018.07.19)] Proceedings of the 18th International Conference on Embedded Computer Systems Architectures, Modeling, and Simulation - SAMOS '18 - Architectural considerations for FPGA acceleration of machine learning applications in MapReduce

Neshatpour, Katayoun, Mokrani, Hosein Mohammadi, Sasan, Avesta, Ghasemzadeh, Hassan, Rafatirad, Setareh, Homayoun, Houman

Year:

2018

File:

PDF, 3.00 MB

2018

22

[ACM Press the 56th Annual Design Automation Conference 2019 - Las Vegas, NV, USA (2019.06.02-2019.06.06)] Proceedings of the 56th Annual Design Automation Conference 2019 on - DAC '19 - Adversarial Attack on Microarchitectural Events based Malware Detectors

Dinakarrao, Sai Manoj Pudukotai, Amberkar, Sairaj, Bhat, Sahil, Dhavlle, Abhijitt, Sayadi, Hossein, Sasan, Avesta, Homayoun, Houman, Rafatirad, Setareh

Year:

2019

Language:

english

File:

PDF, 828 KB

english, 2019

23

[ACM Press the International Symposium - Alexandria, Virginia (2018.10.01-2018.10.04)] Proceedings of the International Symposium on Memory Systems - MEMSYS '18 - A comprehensive memory analysis of data intensive workloads on server class architecture

Makrani, Hosein Mohammadi, Sayadi, Hossein, Dinakarra, Sai Manoj Pudukotai, Rafatirad, Setareh, Homayoun, Houman

Year:

2018

Language:

english

File:

PDF, 1.35 MB

english, 2018

24

[IEEE 2019 29th International Conference on Field Programmable Logic and Applications (FPL) - Barcelona, Spain (2019.9.8-2019.9.12)] 2019 29th International Conference on Field Programmable Logic and Applications (FPL) - Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis Design

Mohammadi Makrani, Hosein, Farahmand, Farnoud, Sayadi, Hossein, Bondi, Sara, Pudukotai Dinakarrao, Sai Manoj, Homayoun, Houman, Rafatirad, Setareh

Year:

2019

File:

PDF, 193 KB

2019

25

[ACM Press the 55th Annual Design Automation Conference - San Francisco, California (2018.06.24-2018.06.29)] Proceedings of the 55th Annual Design Automation Conference on - DAC '18 - Ensemble learning for effective run-time hardware-based malware detection

Sayadi, Hossein, Patel, Nisarg, D, Sai Manoj P, Sasan, Avesta, Rafatirad, Setareh, Homayoun, Houman

Year:

2018

Language:

english

File:

PDF, 1.41 MB

english, 2018

26

A comprehensive study of visual event computing

WeiQi Yan, Declan F. Kieran, Setareh Rafatirad, Ramesh Jain

Journal:

Multimedia Tools and Applications

Year:

2011

Language:

english

File:

PDF, 712 KB

english, 2011

27

[IEEE 2018 International Conference on Compilers, Architectures and Synthesis for Embedded Systems (CASES) - Torino, Italy (2018.9.30-2018.10.5)] 2018 International Conference on Compilers, Architectures and Synthesis for Embedded Systems (CASES) - Special Session: Advances and Throwbacks in Hardware-Assisted Security

Brasser, Ferdinand, Davi, Lucas, Dhavlle, Abhijitt, Frassetto, Tommaso, Dinakarrao, Sai Manoj Pudukotai, Rafatirad, Setareh, Sadeghi, Ahmad-Reza, Sasan, Avesta, Sayadi, Hossein, Zeitouni, Shaza, Homay

Year:

2018

Language:

english

File:

PDF, 597 KB

english, 2018

28

[IEEE 2011 IEEE Fifth International Conference on Semantic Computing (ICSC) - Palo Alto, CA, USA (2011.09.18-2011.09.21)] 2011 IEEE Fifth International Conference on Semantic Computing - Contextual Augmentation of Ontology for Recognizing Sub-events

Rafatirad, Setareh, Jain, Ramesh

Year:

2011

Language:

english

File:

PDF, 4.50 MB

english, 2011

29

[ACM Press the International Conference - New York, New York (2019.10.13-2019.10.18)] Proceedings of the International Conference on Compliers, Architectures and Synthesis for Embedded Systems Companion - CASES '19 - MicroArchitectural events and image processing-based hybrid approach for robust malware detection

Shukla, Sanket, Kolhe, Gaurav, D, Sai Manoj P, Rafatirad, Setareh

Year:

2019

File:

PDF, 455 KB

2019

30

[IEEE 2019 IEEE International Conference on Data Mining (ICDM) - Beijing, China (2019.11.8-2019.11.11)] 2019 IEEE International Conference on Data Mining (ICDM) - Deep Multi-attributed Graph Translation with Node-Edge Co-Evolution

Guo, Xiaojie, Zhao, Liang, Nowzari, Cameron, Rafatirad, Setareh, Homayoun, Houman, Pudukotai Dinakarrao, Sai Manoj

Year:

2019

Language:

english

File:

PDF, 743 KB

english, 2019

31

[IEEE 2020 21st International Symposium on Quality Electronic Design (ISQED) - Santa Clara, CA, USA (2020.3.25-2020.3.26)] 2020 21st International Symposium on Quality Electronic Design (ISQED) - Entropy-Shield:Side-Channel Entropy Maximization for Timing-based Side-Channel Attacks

Dhavlle, Abhijitt, Mehta, Raj, Rafatirad, Setareh, Homayoun, Houman, Pudukotai Dinakarrao, Sai Manoj

Year:

2020

File:

PDF, 597 KB

2020

32

[IEEE 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) - Westminster, CO, USA (2019.11.4-2019.11.7)] 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) - Security and Complexity Analysis of LUT-based Obfuscation: From Blueprint to Reality

Kolhe, Gaurav, Kamali, Hadi Mardani, Naicker, Miklesh, Sheaves, Tyler David, Mahmoodi, Hamid, Sai Manoj, P D, Homayoun, Houman, Rafatirad, Setareh, Sasan, Avesta

Year:

2019

File:

PDF, 400 KB

2019

33

Cognitive and Scalable Technique for Securing IoT Networks Against Malware Epidemics

Dinakarrao, Sai Manoj Pudukotai, Guo, Xiaojie, Sayadi, Hossein, Nowzari, Cameron, Sasan, Avesta, Rafatirad, Setareh, Zhao, Liang, Homayoun, Houman

Journal:

Year:

2020

File:

PDF, 1.68 MB

2020

34

[IEEE 2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID) - Washington, DC, USA (2018.5.1-2018.5.4)] 2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID) - Main-Memory Requirements of Big Data Applications on Commodity Server Platform

Mohammadi Makrani, Hosein, Rafatirad, Setareh, Houmansadr, Amir, Homayoun, Houman

Year:

2018

Language:

english

File:

PDF, 256 KB

english, 2018

35

[IEEE 2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS) - Springfield, MA, USA (2020.8.9-2020.8.12)] 2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS) - Recent Advancements in Microarchitectural Security: Review of Machine Learning Countermeasures

Sayadi, Hossein, Wang, Han, Miari, Tahereh, Makrani, Hosein Mohammadi, Aliasgari, Mehrdad, Rafatirad, Setareh, Homayoun, Houman

Year:

2020

File:

PDF, 761 KB

2020

36

[IEEE 2017 Eighth International Green and Sustainable Computing Conference (IGSC) - Orlando, FL, USA (2017.10.23-2017.10.25)] 2017 Eighth International Green and Sustainable Computing Conference (IGSC) - Understanding the role of memory subsystem on performance and energy-efficiency of Hadoop applications

Makrani, Hosein Mohammadi, Tabatabaei, Shahab, Rafatirad, Setareh, Homayoun, Houman

Year:

2017

Language:

english

File:

PDF, 311 KB

english, 2017

37

[IEEE 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE) - Grenoble, France (2020.3.9-2020.3.13)] 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE) - Mitigating Cache-Based Side-Channel Attacks through Randomization: A Comprehensive System and Architecture Level Analysis

Wang, Han, Sayadi, Hossein, Mohsenin, Tinoosh, Zhao, Liang, Sasan, Avesta, Rafatirad, Setareh, Homayoun, Houman

Year:

2020

File:

PDF, 2.58 MB

2020

38

[ACM Press the 2019 - Tysons Corner, VA, USA (2019.05.09-2019.05.11)] Proceedings of the 2019 on Great Lakes Symposium on VLSI - GLSVLSI '19 - On Custom LUT-based Obfuscation

Kolhe, Gaurav, PD, Sai Manoj, Rafatirad, Setareh, Mahmoodi, Hamid, Sasan, Avesta, Homayoun, Houman

Year:

2019

Language:

english

File:

PDF, 1.43 MB

english, 2019

39

[ACM Press the 48th International Conference - Kyoto, Japan (2019.08.05-2019.08.08)] Proceedings of the 48th International Conference on Parallel Processing - ICPP 2019 - ECoST

Malik, Maria, Ghasemzadeh, Hassan, Mohsenin, Tinoosh, Cammarota, Rosario, Zhao, Liang, Sasan, Avesta, Homayoun, Houman, Rafatirad, Setareh

Year:

2019

Language:

english

File:

PDF, 2.28 MB

english, 2019

40

[IEEE 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) - Portland, OR, USA (2019.11.4-2019.11.6)] 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) - Stealthy Malware Detection using RNN-Based Automated Localized Feature Extraction and Classifier

Shukla, Sanket, Kolhe, Gaurav, P D, Sai Manoj, Rafatirad, Setareh

Year:

2019

Language:

english

File:

PDF, 2.87 MB

english, 2019

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