Najmeh Nazari - RankMe

37 papers A* 6A 1C 7Journal 18Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Is Mamba Reliable for Medical Imaging? CoRR Banafsheh Saber Latibari, Najmeh Nazari, Daniel Brignac, Hossein Sayadi, Houman Homayoun, Abhijit Mahalanobis
2025	J	`jnl`	Assessing and Mitigating Heterogeneity-Driven Security Threats in the Cloud. ACM Trans. Internet Techn. Chongzhou Fang, Najmeh Nazari, Behnam Omidi, Han Wang, Aditya Puri, Manish Arora, Setareh Rafatirad, Houman Homayoun, Khaled N. Khasawneh
2025	J	`jnl`	Bit of a Close Talker: A Practical Guide to Serverless Cloud Co-Location Attacks. CoRR Wei Shao, Najmeh Nazari, Behnam Omidi, Setareh Rafatirad, Houman Homayoun, Khaled N. Khasawneh, Chongzhou Fang
2025	C	`conf`	Extended Operational Life for Wearable Health Devices: A Hybrid TinyML and Server-Side ML Approach. ISCAS Najmeh Nazari, Vedant Patel, Chongzhou Fang, Setareh Rafatirad, Houman Homayoun
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
2025	C	`conf`	Hammering the Diagnosis: Rowhammer-Induced Stealthy Trojan Attacks on ViT-Based Medical Imaging. ICCD Banafsheh Saber Latibari, Najmeh Nazari, Hossein Sayadi, Houman Homayoun, Abhijit Mahalanobis
2025	J	`jnl`	Hammering the Diagnosis: Rowhammer-Induced Stealthy Trojan Attacks on ViT-Based Medical Imaging. CoRR Banafsheh Saber Latibari, Najmeh Nazari, Hossein Sayadi, Houman Homayoun, Abhijit Mahalanobis
2025	J	`jnl`	Large Language Models for Opioid-Induced Respiratory Depression Prediction in Hospitalized Patients: A Retrospective Study. ACM Trans. Comput. Heal. Elahe Hosseini, Abhinav Srinivas, Najmeh Nazari, Charity Hale, Setareh Rafatirad, Houman Homayoun
2025	J	`jnl`	MLB-MAC: Multi-Level Binary MAC Array for Energy Efficient ML Accelerators. IEEE Trans. Circuits Syst. I Regul. Pap. Ali Ansarmohammadi, Reza Hojabr, Marzie Mastalizade, Najmeh Nazari, Mostafa E. Salehi
2025	—	`conf`	Transformers for Secure Hardware Systems: Applications, Challenges, and Outlook. ACM Great Lakes Symposium on VLSI Banafsheh Saber Latibari, Najmeh Nazari, Avesta Sasan, Houman Homayoun, Pratik Satam, Soheil Salehi, Hossein Sayadi
2025	J	`jnl`	Transformers for Secure Hardware Systems: Applications, Challenges, and Outlook. CoRR Banafsheh Saber Latibari, Najmeh Nazari, Avesta Sasan, Houman Homayoun, Pratik Satam, Soheil Salehi, Hossein Sayadi
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	J	`jnl`	Automated Hardware Logic Obfuscation Framework Using GPT. CoRR Banafsheh Saber Latibari, Sujan Ghimire, Muhtasim Alam Chowdhury, Najmeh Nazari, Kevin Immanuel Gubbi, Houman Homayoun, Avesta Sasan, Soheil Salehi
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`	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`	Large Language Models for Code Analysis: Do LLMs Really Do Their Job? USENIX Security Symposium Chongzhou Fang, Ning Miao, Shaurya Srivastav, Jialin Liu, Ruoyu Zhang, Ruijie Fang, Asmita, Ryan Tsang, Najmeh Nazari, Han Wang, Houman Homayoun
2024	C	`conf`	Securing On-Chip Learning: Navigating Vulnerabilities and Potential Safeguards in Spiking Neural Network Architectures. ISCAS Najmeh Nazari, Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Muhtasim Alam Chowdhury, Chongzhou Fang, Avesta Sasan, Setareh Rafatirad, Houman Homayoun, Soheil Salehi
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
2024	J	`jnl`	Transformers: A Security Perspective. IEEE Access Banafsheh Saber Latibari, Najmeh Nazari, Muhtasim Alam Chowdhury, Kevin Immanuel Gubbi, Chongzhou Fang, Sujan Ghimire, Elahe Hosseini, Hossein Sayadi, Houman Homayoun, Soheil Salehi, Avesta Sasan
2023	J	`jnl`	Advanced Reinforcement Learning Solution for Clock Skew Engineering: Modified Q-Table Update Technique for Peak Current and IR Drop Minimization. IEEE Access Sayed Aresh Beheshti-Shirazi, Najmeh Nazari, Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Setareh Rafatirad, Houman Homayoun, Avesta Sasan, Sai Manoj P. D.
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
2023	A*	`conf`	Don't Cross Me! Cross-layer System Security. DAC Najmeh Nazari, Chongzhou Fang, Sai Manoj P. D., Houman Homayoun
2023	A*	`conf`	HeteroScore: Evaluating and Mitigating Cloud Security Threats Brought by Heterogeneity. NDSS Chongzhou Fang, Najmeh Nazari, Behnam Omidi, Han Wang, Aditya Puri, Manish Arora, Setareh Rafatirad, Houman Homayoun, Khaled N. Khasawneh
2023	—	`conf`	Inter-Layer Hybrid Quantization Scheme for Hardware Friendly Implementation of Embedded Deep Neural Networks. ACM Great Lakes Symposium on VLSI Najmeh Nazari, Mostafa E. Salehi
2023	J	`jnl`	Large Language Models for Code Analysis: Do LLMs Really Do Their Job? CoRR Chongzhou Fang, Ning Miao, Shaurya Srivastav, Jialin Liu, Ruoyu Zhang, Ruijie Fang, Asmita, Ryan Tsang, Najmeh Nazari, Han Wang, Houman Homayoun
2022	J	`jnl`	FaCT-LSTM: Fast and Compact Ternary Architecture for LSTM Recurrent Neural Networks. IEEE Des. Test Seyed Ahmad Mirsalari, Najmeh Nazari, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab
2022	A*	`conf`	Repttack: Exploiting Cloud Schedulers to Guide Co-Location Attacks. NDSS Chongzhou Fang, Han Wang, Najmeh Nazari, Behnam Omidi, Avesta Sasan, Khaled N. Khasawneh, Setareh Rafatirad, Houman Homayoun
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	—	`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	J	`jnl`	E2BNet: MAC-free yet accurate 2-level binarized neural network accelerator for embedded systems. J. Real Time Image Process. Seyed Ahmad Mirsalari, Najmeh Nazari, Seyed Ali Ansarmohammadi, Mostafa E. Salehi, Soheil Ghiasi
2021	C	`conf`	ELC-ECG: Efficient LSTM Cell for ECG Classification Based on Quantized Architecture. ISCAS Seyed Ahmad Mirsalari, Najmeh Nazari, Seyed Ali Ansarmohammadi, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab
2021	J	`jnl`	Repttack: Exploiting Cloud Schedulers to Guide Co-Location Attacks. CoRR Chongzhou Fang, Han Wang, Najmeh Nazari, Behnam Omidi, Avesta Sasan, Khaled N. Khasawneh, 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
2020	C	`conf`	Multi-level Binarized LSTM in EEG Classification for Wearable Devices. PDP Najmeh Nazari, Seyed Ahmad Mirsalari, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab
2020	J	`jnl`	Multi-level Binarized LSTM in EEG Classification for Wearable Devices. CoRR Najmeh Nazari, Seyed Ahmad Mirsalari, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab
2019	C	`conf`	TOT-Net: An Endeavor Toward Optimizing Ternary Neural Networks. DSD Najmeh Nazari, Mohammad Loni, Mostafa E. Salehi, Masoud Daneshtalab, Mikael Sjödin