Ranyang Zhou

According to our database, Ranyang Zhou authored at least 20 papers between 2022 and 2025.

Collaborative distances:

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

2025

EIM-TRNG: Obfuscating Deep Neural Network Weights with Encoding-in-Memory True Random Number Generator via RowHammer.

Ranyang Zhou, Abeer Matar A Almalky, Gamana Aragonda, Sabbir Ahmed, Filip Roth Trønnes-Christensen, Adnan Siraj Rakin, Shaahin Angizi

CoRR, July, 2025

Assessing the Potential of Escalating RowHammer Attack Distance to Bypass-Counter-Based Defenses.

Ranyang Zhou, Jacqueline T. Liu, Sabbir Ahmed, Nakul Kochar, Adnan Siraj Rakin, Shaahin Angizi

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., April, 2025

How Vulnerable are Large Language Models (LLMs) against Adversarial Bit-Flip Attacks?

Abeer Matar A Almalky, Ranyang Zhou, Shaahin Angizi, Adnan Siraj Rakin

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

Compromising the Intelligence of Modern DNNs: On the Effectiveness of Targeted RowPress.

Ranyang Zhou, Jacqueline T. Liu, Sabbir Ahmed, Shaahin Angizi, Adnan Siraj Rakin

Proceedings of the Design, Automation & Test in Europe Conference, 2025

DeepCompress-ViT: Rethinking Model Compression to Enhance Efficiency of Vision Transformers at the Edge.

Sabbir Ahmed, Abdullah Al Arafat, Deniz Najafi, Akhlak Mahmood, Mamshad Nayeem Rizve, Mohaiminul Al Nahian, Ranyang Zhou, Shaahin Angizi, Adnan Siraj Rakin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

A Novel Insight Into the Vulnerability of DDR4 DRAM Cells Across Multiple Hammering Settings.

Ranyang Zhou, Jacqueline T. Liu, Nakul Kochar, Sabbir Ahmed, Adnan Siraj Rakin, Shaahin Angizi

IEEE Embed. Syst. Lett., December, 2024

DRAM-Profiler: An Experimental DRAM RowHammer Vulnerability Profiling Mechanism.

Ranyang Zhou, Jacqueline T. Liu, Nakul Kochar, Sabbir Ahmed, Adnan Siraj Rakin, Shaahin Angizi

CoRR, 2024

Hybrid Magneto-electric FET-CMOS Integrated Memory Design for Instant-on Computing.

Deniz Najafi, Sepehr Tabrizchi, Ranyang Zhou, Mohammadreza Amel Solouki, Andrew Marshall, Arman Roohi, Shaahin Angizi

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

DRAM-Locker: A General-Purpose DRAM Protection Mechanism Against Adversarial DNN Weight Attacks.

Ranyang Zhou, Sabbir Ahmed, Arman Roohi, Adnan Siraj Rakin, Shaahin Angizi

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

DNN-Defender: A Victim-Focused In-DRAM Defense Mechanism for Taming Adversarial Weight Attack on DNNs.

Ranyang Zhou, Sabbir Ahmed, Adnan Siraj Rakin, Shaahin Angizi

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

Deep-TROJ: An Inference Stage Trojan Insertion Algorithm Through Efficient Weight Replacement Attack.

Sabbir Ahmed, Ranyang Zhou, Shaahin Angizi, Adnan Siraj Rakin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Enabling Normally-off In-Situ Computing with a Magneto-Electric FET-based SRAM Design.

Deniz Najafi, Mehrdad Morsali, Ranyang Zhou, Arman Roohi, Andrew Marshall, Durga Misra, Shaahin Angizi

CoRR, 2023

Threshold Breaker: Can Counter-Based RowHammer Prevention Mechanisms Truly Safeguard DRAM?

Ranyang Zhou, Jacqueline T. Liu, Sabbir Ahmed, Nakul Kochar, Adnan Siraj Rakin, Shaahin Angizi

CoRR, 2023

DNN-Defender: An in-DRAM Deep Neural Network Defense Mechanism for Adversarial Weight Attack.

Ranyang Zhou, Sabbir Ahmed, Adnan Siraj Rakin, Shaahin Angizi

CoRR, 2023

XOR-CiM: An Efficient Computing-in-SOT-MRAM Design for Binary Neural Network Acceleration.

Mehrdad Morsali, Ranyang Zhou, Sepehr Tabrizchi, Arman Roohi, Shaahin Angizi

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

P-PIM: A Parallel Processing-in-DRAM Framework Enabling Row Hammer Protection.

Ranyang Zhou, Sepehr Tabrizchi, Mehrdad Morsali, Arman Roohi, Shaahin Angizi

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

LT-PIM: An LUT-Based Processing-in-DRAM Architecture With RowHammer Self-Tracking.

Ranyang Zhou, Sepehr Tabrizchi, Arman Roohi, Shaahin Angizi

IEEE Comput. Archit. Lett., 2022

FlexiDRAM: A Flexible in-DRAM Framework to Enable Parallel General-Purpose Computation.

Ranyang Zhou, Arman Roohi, Durga Misra, Shaahin Angizi

Proceedings of the ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, MA, USA, August 1, 2022

ReD-LUT: Reconfigurable In-DRAM LUTs Enabling Massive Parallel Computation.

Ranyang Zhou, Arman Roohi, Durga Misra, Shaahin Angizi

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

Toward a Behavioral-Level End-to-End Framework for Silicon Photonics Accelerators.

Emily Lattanzio, Ranyang Zhou, Arman Roohi, Abdallah Khreishah, Durga Misra, Shaahin Angizi

Proceedings of the 13th IEEE International Green and Sustainable Computing Conference, 2022