T-BFA: T argeted B it- F lip Adversarial Weight A ttack von Rakin, Adnan Siraj, He, Zhezhi, Li, Jingtao, Yao, Fan, Chakrabarti, Chaitali, Fan, Deliang

Volltext

Low Loss and Low Dispersion Fiber for Transmission Applications in the Terahertz Regime von Rana, Sohel, Rakin, Adnan Siraj, Subbaraman, Harish, Leonhardt, Rainer, Abbott, Derek

Volltext

A Novel Insight Into the Vulnerability of DDR4 DRAM Cells Across Multiple Hammering Settings von Zhou, Ranyang, Liu, Jacqueline, Kochar, Nakul, Ahmed, Sabbir, Siraj Rakin, Adnan, Angizi, Shaahin

Volltext

Improving the accuracy and robustness of RRAM-based in-memory computing against RRAM hardware noise and adversarial attacks von Kiran Cherupally, Sai, Meng, Jian, Siraj Rakin, Adnan, Yin, Shihui, Yeo, Injune, Yu, Shimeng, Fan, Deliang, Seo, Jae-Sun

Volltext

Analysis of pumped hydroelectric energy storage for large-scale wind energy integration von Carew, Nick, Warnock, William, Bayindir, Ramazan, Hossain, Eklas, Rakin, Adnan Siraj

Volltext

T-BFA: Targeted Bit-Flip Adversarial Weight Attack von Rakin, Adnan Siraj, He, Zhezhi, Li, Jingtao, Yao, Fan, Chakrabarti, Chaitali, Fan, Deliang

Volltext

DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories von Rakin, Adnan Siraj, Chowdhuryy, Md Hafizul Islam, Yao, Fan, Fan, Deliang

Volltext

Assessing the Potential of Escalating RowHammer Attack Distance to Bypass Counter-Based Defenses von Zhou, Ranyang, Liu, Jacqueline, Ahmed, Sabbir, Kochar, Nakul, Rakin, Adnan Siraj, Angizi, Shaahin

Volltext

DeepShuffle: A Lightweight Defense Framework against Adversarial Fault Injection Attacks on Deep Neural Networks in Multi-Tenant Cloud-FPGA von Luo, Yukui, Rakin, Adnan Siraj, Fan, Deliang, Xu, Xiaolin

Volltext

Low loss and flat dispersion Kagome photonic crystal fiber in the terahertz regime von Rana, Sohel, Rakin, Adnan Siraj, Hasan, Md. Rabiul, Reza, Md. Salim, Leonhardt, Rainer, Abbott, Derek, Subbaraman, Harish

Volltext

Sparse BD-Net: A Multiplication-less DNN with Sparse Binarized Depth-wise Separable Convolution von He, Zhezhi, Yang, Li, Angizi, Shaahin, Rakin, Adnan Siraj, Fan, Deliang

Volltext

NeurObfuscator: A Full-stack Obfuscation Tool to Mitigate Neural Architecture Stealing von Li, Jingtao, He, Zhezhi, Adnan Siraj Rakin, Fan, Deliang, Chakrabarti, Chaitali

Volltext

RADAR: Run-time Adversarial Weight Attack Detection and Accuracy Recovery von Li, Jingtao, Adnan Siraj Rakin, He, Zhezhi, Fan, Deliang, Chakrabarti, Chaitali

Volltext

DNN-Defender: A Victim-Focused In-DRAM Defense Mechanism for Taming Adversarial Weight Attack on DNNs von Zhou, Ranyang, Ahmed, Sabbir, Rakin, Adnan Siraj, Angizi, Shaahin

Volltext bestellen

Compromising the Intelligence of Modern DNNs: On the Effectiveness of Targeted RowPress von Zhou, Ranyang, Liu, Jacqueline T, Ahmed, Sabbir, Angizi, Shaahin, Rakin, Adnan Siraj

Volltext bestellen

Fisher Information guided Purification against Backdoor Attacks von Karim, Nazmul, Arafat, Abdullah Al, Rakin, Adnan Siraj, Guo, Zhishan, Rahnavard, Nazanin

Volltext bestellen

DRAM-Profiler: An Experimental DRAM RowHammer Vulnerability Profiling Mechanism von Zhou, Ranyang, Liu, Jacqueline T, Kochar, Nakul, Ahmed, Sabbir, Rakin, Adnan Siraj, Angizi, Shaahin

Volltext bestellen

DA^3$:Dynamic Additive Attention Adaption for Memory-EfficientOn-Device Multi-Domain Learning von Yang, Li, Rakin, Adnan Siraj, Fan, Deliang

Volltext bestellen

DRAM-Locker: A General-Purpose DRAM Protection Mechanism against Adversarial DNN Weight Attacks von Zhou, Ranyang, Ahmed, Sabbir, Roohi, Arman, Rakin, Adnan Siraj, Angizi, Shaahin

Volltext bestellen

Threshold Breaker: Can Counter-Based RowHammer Prevention Mechanisms Truly Safeguard DRAM? von Zhou, Ranyang, Liu, Jacqueline, Ahmed, Sabbir, Kochar, Nakul, Rakin, Adnan Siraj, Angizi, Shaahin

Volltext bestellen