Najmeh Nazari

According to our database, Najmeh Nazari authored at least 27 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Large Language Models for Opioid-Induced Respiratory Depression Prediction in Hospitalized Patients: A Retrospective Study.

Elahe Hosseini, Abhinav Srinivas, Najmeh Nazari, Charity Hale, Setareh Rafatirad, Houman Homayoun

ACM Trans. Comput. Heal., April, 2025

Extended Operational Life for Wearable Health Devices: A Hybrid TinyML and Server-Side ML Approach.

Najmeh Nazari, Vedant Patel, Chongzhou Fang, Setareh Rafatirad, Houman Homayoun

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

Transformers for Secure Hardware Systems: Applications, Challenges, and Outlook.

Banafsheh Saber Latibari, Najmeh Nazari, Avesta Sasan, Houman Homayoun, Pratik Satam, Soheil Salehi, Hossein Sayadi

Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025, 2025

2024

Automated Hardware Logic Obfuscation Framework Using GPT.

Banafsheh Saber Latibari, Sujan Ghimire, Muhtasim Alam Chowdhury, Najmeh Nazari, Kevin Immanuel Gubbi, Houman Homayoun, Avesta Sasan, Soheil Salehi

CoRR, 2024

Transformers: A Security Perspective.

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

IEEE Access, 2024

Forget and Rewire: Enhancing the Resilience of Transformer-based Models against Bit-Flip Attacks.

Najmeh Nazari, Hosein Mohammadi Makrani, Chongzhou Fang, Hossein Sayadi, Setareh Rafatirad, Khaled N. Khasawneh, Houman Homayoun

Proceedings of the 33rd USENIX Security Symposium, 2024

Large Language Models for Code Analysis: Do LLMs Really Do Their Job?

Chongzhou Fang, Ning Miao, Shaurya Srivastav, Jialin Liu, Ruoyu Zhang, Ruijie Fang, Asmita, Ryan Tsang, Najmeh Nazari, Han Wang, Houman Homayoun

Proceedings of the 33rd USENIX Security Symposium, 2024

LLM-FIN: Large Language Models Fingerprinting Attack on Edge Devices.

Najmeh Nazari, Furi Xiang, Chongzhou Fang, Hosein Mohammadi Makrani, Aditya Puri, Kartik Patwari, Hossein Sayadi, Setareh Rafatirad, Chen-Nee Chuah, Houman Homayoun

Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

Securing On-Chip Learning: Navigating Vulnerabilities and Potential Safeguards in Spiking Neural Network Architectures.

Najmeh Nazari, Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Muhtasim Alam Chowdhury, Chongzhou Fang, Avesta Sasan, Setareh Rafatirad, Houman Homayoun, Soheil Salehi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

SpecScope: Automating Discovery of Exploitable Spectre Gadgets on Black-Box Microarchitectures.

Najmeh Nazari, Behnam Omidi, Chongzhou Fang, Hosein Mohammadi Makrani, Setareh Rafatirad, Avesta Sasan, Houman Homayoun, Khaled N. Khasawneh

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Architectural Whispers: Robust Machine Learning Models Fingerprinting via Frequency Throttling Side-Channels.

Najmeh Nazari, Chongzhou Fang, Hosein Mohammadi Makrani, Behnam Omidi, Mahdi Eslamimehr, Setareh Rafatirad, Avesta Sasan, Hossein Sayadi, Khaled N. Khasawneh, Houman Homayoun

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

Adversarial Attacks Against Machine Learning-Based Resource Provisioning Systems.

Najmeh Nazari, Hosein Mohammadi Makrani, Chongzhou Fang, Behnam Omidi, Setareh Rafatirad, Hossein Sayadi, Khaled N. Khasawneh, Houman Homayoun

IEEE Micro, 2023

HW-V2W-Map: Hardware Vulnerability to Weakness Mapping Framework for Root Cause Analysis with GPT-assisted Mitigation Suggestion.

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

CoRR, 2023

Advanced Reinforcement Learning Solution for Clock Skew Engineering: Modified Q-Table Update Technique for Peak Current and IR Drop Minimization.

Sayed Aresh Beheshti-Shirazi, Najmeh Nazari, Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Setareh Rafatirad, Houman Homayoun, Avesta Sasan, Sai Manoj P. D.

IEEE Access, 2023

HeteroScore: Evaluating and Mitigating Cloud Security Threats Brought by Heterogeneity.

Chongzhou Fang, Najmeh Nazari, Behnam Omidi, Han Wang, Aditya Puri, Manish Arora, Setareh Rafatirad, Houman Homayoun, Khaled N. Khasawneh

Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

Inter-Layer Hybrid Quantization Scheme for Hardware Friendly Implementation of Embedded Deep Neural Networks.

Najmeh Nazari, Mostafa E. Salehi

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Don't Cross Me! Cross-layer System Security.

Najmeh Nazari, Chongzhou Fang, Sai Manoj P. D., Houman Homayoun

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

FaCT-LSTM: Fast and Compact Ternary Architecture for LSTM Recurrent Neural Networks.

Seyed Ahmad Mirsalari, Najmeh Nazari, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab

IEEE Des. Test, 2022

Repttack: Exploiting Cloud Schedulers to Guide Co-Location Attacks.

Chongzhou Fang, Han Wang, Najmeh Nazari, Behnam Omidi, Avesta Sasan, Khaled N. Khasawneh, Setareh Rafatirad, Houman Homayoun

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

2021

Adaptive Performance Modeling of Data-intensive Workloads for Resource Provisioning in Virtualized Environment.

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

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2021

E2BNet: MAC-free yet accurate 2-level binarized neural network accelerator for embedded systems.

Seyed Ahmad Mirsalari, Najmeh Nazari, Seyed Ali Ansarmohammadi, Mostafa E. Salehi, Soheil Ghiasi

J. Real Time Image Process., 2021

Security Threats in Cloud Rooted from Machine Learning-Based Resource Provisioning Systems.

Hosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Houman Homayoun

Proceedings of the Silicon Valley Cybersecurity Conference - Second Conference, 2021

Cloak & Co-locate: Adversarial Railroading of Resource Sharing-based Attacks on the Cloud.

Hosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Khaled N. Khasawneh, Avesta Sasan, Setareh Rafatirad, Houman Homayoun

Proceedings of the 2021 International Symposium on Secure and Private Execution Environment Design (SEED), 2021

ELC-ECG: Efficient LSTM Cell for ECG Classification Based on Quantized Architecture.

Seyed Ahmad Mirsalari, Najmeh Nazari, Seyed Ali Ansarmohammadi, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

HosNa: A DPC++ Benchmark Suite for Heterogeneous Architectures.

Najmeh Nazari Bavarsad, Hosein Mohammadi Makrani, Hossein Sayadi, Lawrence Landis, Setareh Rafatirad, Houman Homayoun

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

2020

Multi-level Binarized LSTM in EEG Classification for Wearable Devices.

Najmeh Nazari, Seyed Ahmad Mirsalari, Sima Sinaei, Mostafa E. Salehi, Masoud Daneshtalab

Proceedings of the 28th Euromicro International Conference on Parallel, 2020

2019

TOT-Net: An Endeavor Toward Optimizing Ternary Neural Networks.

Najmeh Nazari, Mohammad Loni, Mostafa E. Salehi, Masoud Daneshtalab, Mikael Sjödin

Proceedings of the 22nd Euromicro Conference on Digital System Design, 2019