Hosein Mohammadi Makrani

37 papers A* 2A 3B 2C 4Misc 1Journal 6Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	FaRAccel: FPGA-Accelerated Defense Architecture for Efficient Bit-Flip Attack Resilience in Transformer Models. ICCD Najmeh Nazari, Banafsheh Saber Latibari, Elahe Hosseini, Fatemeh Movafagh, Chongzhou Fang, Hosein Mohammadi Makrani, Kevin Immanuel Gubbi, Abhijit Mahalanobis, Setareh Rafatirad, Hossein Sayadi, Houman Homayoun
2025	J	`jnl`	FaRAccel: FPGA-Accelerated Defense Architecture for Efficient Bit-Flip Attack Resilience in Transformer Models. CoRR Najmeh Nazari, Banafsheh Saber Latibari, Elahe Hosseini, Fatemeh Movafagh, Chongzhou Fang, Hosein Mohammadi Makrani, Kevin Immanuel Gubbi, Abhijit Mahalanobis, Setareh Rafatirad, Hossein Sayadi, Houman Homayoun
2024	A*	`conf`	Architectural Whispers: Robust Machine Learning Models Fingerprinting via Frequency Throttling Side-Channels. DAC Najmeh Nazari, Chongzhou Fang, Hosein Mohammadi Makrani, Behnam Omidi, Mahdi Eslamimehr, Setareh Rafatirad, Avesta Sasan, Hossein Sayadi, Khaled N. Khasawneh, Houman Homayoun
2024	A*	`conf`	Forget and Rewire: Enhancing the Resilience of Transformer-based Models against Bit-Flip Attacks. USENIX Security Symposium Najmeh Nazari, Hosein Mohammadi Makrani, Chongzhou Fang, Hossein Sayadi, Setareh Rafatirad, Khaled N. Khasawneh, Houman Homayoun
2024	—	`conf`	Intelligent Malware Detection based on Hardware Performance Counters: A Comprehensive Survey. ISQED Hossein Sayadi, Zhangying He, Hosein Mohammadi Makrani, Houman Homayoun
2024	—	`conf`	LLM-FIN: Large Language Models Fingerprinting Attack on Edge Devices. ISQED Najmeh Nazari, Furi Xiang, Chongzhou Fang, Hosein Mohammadi Makrani, Aditya Puri, Kartik Patwari, Hossein Sayadi, Setareh Rafatirad, Chen-Nee Chuah, Houman Homayoun
2024	A	`conf`	SpecScope: Automating Discovery of Exploitable Spectre Gadgets on Black-Box Microarchitectures. DATE Najmeh Nazari, Behnam Omidi, Chongzhou Fang, Hosein Mohammadi Makrani, Setareh Rafatirad, Avesta Sasan, Houman Homayoun, Khaled N. Khasawneh
2023	J	`jnl`	Adversarial Attacks Against Machine Learning-Based Resource Provisioning Systems. IEEE Micro Najmeh Nazari, Hosein Mohammadi Makrani, Chongzhou Fang, Behnam Omidi, Setareh Rafatirad, Hossein Sayadi, Khaled N. Khasawneh, Houman Homayoun
2022	—	`conf`	Accelerated Machine Learning for On-Device Hardware-Assisted Cybersecurity in Edge Platforms. ISQED Hosein Mohammadi Makrani, Zhangying He, Setareh Rafatirad, Hossein Sayadi
2022	C	`conf`	Breakthrough to Adaptive and Cost-Aware Hardware-Assisted Zero-Day Malware Detection: A Reinforcement Learning-Based Approach. ICCD Zhangying He, Hosein Mohammadi Makrani, Setareh Rafatirad, Houman Homayoun, Hossein Sayadi
2021	J	`jnl`	Adaptive Performance Modeling of Data-intensive Workloads for Resource Provisioning in Virtualized Environment. ACM Trans. Model. Perform. Evaluation Comput. Syst. Hosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Sai Manoj Pudukotai Dinakarrao, Avesta Sasan, Tinoosh Mohsenin, Setareh Rafatirad, Houman Homayoun
2021	C	`conf`	Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events. IOLTS Yifeng Gao, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Amin Rezaei, Jessica Lin, Houman Homayoun, Hossein Sayadi
2021	—	`—`	Applied Machine Learning for Resource Provisioning of Data-Intensive Applications on Scale-Out Platforms and Its Security Challenges Hosein Mohammadi Makrani
2021	—	`conf`	Cloak & Co-locate: Adversarial Railroading of Resource Sharing-based Attacks on the Cloud. SEED Hosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Khaled N. Khasawneh, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2021	C	`conf`	HosNa: A DPC++ Benchmark Suite for Heterogeneous Architectures. ICCD Najmeh Nazari Bavarsad, Hosein Mohammadi Makrani, Hossein Sayadi, Lawrence Landis, Setareh Rafatirad, Houman Homayoun
2021	—	`conf`	Security Threats in Cloud Rooted from Machine Learning-Based Resource Provisioning Systems. SVCC Hosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Houman Homayoun
2021	J	`jnl`	Towards Accurate Run-Time Hardware-Assisted Stealthy Malware Detection: A Lightweight, yet Effective Time Series CNN-Based Approach. Cryptogr. Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Jessica Lin, Paulo Cesar G. da Costa, Setareh Rafatirad, Houman Homayoun
2021	—	`conf`	When Machine Learning Meets Hardware Cybersecurity: Delving into Accurate Zero-Day Malware Detection. ISQED Zhangying He, Tahereh Miari, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Houman Homayoun, Hossein Sayadi
2020	—	`conf`	Recent Advancements in Microarchitectural Security: Review of Machine Learning Countermeasures. MWSCAS Hossein Sayadi, Han Wang, Tahereh Miari, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Setareh Rafatirad, Houman Homayoun
2020	—	`conf`	StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features. ACM Great Lakes Symposium on VLSI Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Jessica Lin, Houman Homayoun
2019	A	`conf`	2SMaRT: A Two-Stage Machine Learning-Based Approach for Run-Time Specialized Hardware-Assisted Malware Detection. DATE Hossein Sayadi, Hosein Mohammadi Makrani, Sai Manoj Pudukotai Dinakarrao, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2019	A	`conf`	Lightweight Node-level Malware Detection and Network-level Malware Confinement in IoT Networks. DATE Sai Manoj Pudukotai Dinakarrao, Hossein Sayadi, Hosein Mohammadi Makrani, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun
2019	—	`conf`	Mitigating the Performance and Quality of Parallelized Compressive Sensing Reconstruction Using Image Stitching. ACM Great Lakes Symposium on VLSI Mahmoud Namazi, Hosein Mohammadi Makrani, Zhi Tian, Setareh Rafatirad, Mohamad Hosein Akbari, Avesta Sasan, Houman Homayoun
2019	B	`conf`	Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis Design. FPL Hosein Mohammadi Makrani, Farnoud Farahmand, Hossein Sayadi, Sara Bondi, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Setareh Rafatirad
2019	J	`jnl`	Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis Design. CoRR Hosein Mohammadi Makrani, Farnoud Farahmand, Hossein Sayadi, Sara Bondi, Sai Manoj Pudukotai Dinakarrao, Liang Zhao, Avesta Sasan, Houman Homayoun, Setareh Rafatirad
2019	—	`conf`	XPPE: cross-platform performance estimation of hardware accelerators using machine learning. ASP-DAC Hosein Mohammadi Makrani, Hossein Sayadi, Tinoosh Mohsenin, Setareh Rafatirad, Avesta Sasan, Houman Homayoun
2018	—	`conf`	A comprehensive memory analysis of data intensive workloads on server class architecture. MEMSYS Hosein Mohammadi Makrani, Hossein Sayadi, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Houman Homayoun
2018	—	`conf`	Architectural considerations for FPGA acceleration of machine learning applications in MapReduce. SAMOS Katayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun
2018	—	`conf`	Compressive Sensing on Storage Data: An Effective Solution to Alleviate I/0 Bottleneck in Data- Intensive Workloads. ASAP Hosein Mohammadi Makrani, Hossein Sayadi, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun
2018	—	`conf`	Customized Machine Learning-Based Hardware-Assisted Malware Detection in Embedded Devices. TrustCom/BigDataSE Hossein Sayadi, Hosein Mohammadi Makrani, Onkar Randive, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Houman Homayoun
2018	Misc	`conf`	Design Space Exploration for Hardware Acceleration of Machine Learning Applications in MapReduce. FCCM Katayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun
2018	—	`conf`	Energy-aware and Machine Learning-based Resource Provisioning of In-Memory Analytics on Cloud. SoCC Hosein Mohammadi Makrani, Hossein Sayadi, Devang Motwani, Han Wang, Setareh Rafatirad, Houman Homayoun
2018	B	`conf`	Main-Memory Requirements of Big Data Applications on Commodity Server Platform. CCGrid Hosein Mohammadi Makrani, Setareh Rafatirad, Amir Houmansadr, Houman Homayoun
2018	J	`jnl`	Storage and Memory Characterization of Data Intensive Workloads for Bare Metal Cloud. CoRR Hosein Mohammadi Makrani
2017	—	`conf`	MeNa: A memory navigator for modern hardware in a scale-out environment. IISWC Hosein Mohammadi Makrani, Houman Homayoun
2017	—	`conf`	Memory requirements of hadoop, spark, and MPI based big data applications on commodity server class architectures. IISWC Hosein Mohammadi Makrani, Houman Homayoun
2017	—	`conf`	Understanding the role of memory subsystem on performance and energy-efficiency of Hadoop applications. IGSC Hosein Mohammadi Makrani, Shahab Tabatabaei, Setareh Rafatirad, Houman Homayoun