يعرض 1 - 20 نتائج من 120 نتيجة بحث عن '"Rakin, Adnan Siraj"', وقت الاستعلام: 0.55s تنقيح النتائج
  1. 1
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    Compromising the Intelligence of Modern DNNs: On the Effectiveness of Targeted RowPress

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

    مصطلحات موضوعية: Computer Science - Hardware Architecture

    URL الوصول: http://arxiv.org/abs/2412.02156

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  2. 2
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    Fisher Information guided Purification against Backdoor Attacks

    المؤلفون: Karim, Nazmul, Arafat, Abdullah Al, Rakin, Adnan Siraj, Guo, Zhishan, Rahnavard, Nazanin

    مصطلحات موضوعية: Computer Science - Computer Vision and Pattern Recognition

    URL الوصول: http://arxiv.org/abs/2409.00863

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  3. 3
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    DRAM-Profiler: An Experimental DRAM RowHammer Vulnerability Profiling Mechanism

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

    مصطلحات موضوعية: Computer Science - Cryptography and Security, Computer Science - Hardware Architecture

    URL الوصول: http://arxiv.org/abs/2404.18396

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  4. 4
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    DRAM-Locker: A General-Purpose DRAM Protection Mechanism against Adversarial DNN Weight Attacks

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

    مصطلحات موضوعية: Computer Science - Hardware Architecture

    URL الوصول: http://arxiv.org/abs/2312.09027

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  5. 5
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    DNN-Defender: A Victim-Focused In-DRAM Defense Mechanism for Taming Adversarial Weight Attack on DNNs

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

    مصطلحات موضوعية: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence

    URL الوصول: http://arxiv.org/abs/2305.08034

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  6. 6
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    Model Extraction Attacks on Split Federated Learning

    المؤلفون: Li, Jingtao, Rakin, Adnan Siraj, Chen, Xing, Yang, Li, He, Zhezhi, Fan, Deliang, Chakrabarti, Chaitali

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

    URL الوصول: http://arxiv.org/abs/2303.08581

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  7. 7
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    ResSFL: A Resistance Transfer Framework for Defending Model Inversion Attack in Split Federated Learning

    المؤلفون: Li, Jingtao, Rakin, Adnan Siraj, Chen, Xing, He, Zhezhi, Fan, Deliang, Chakrabarti, Chaitali

    مصطلحات موضوعية: Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2205.04007

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  8. 8
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    DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories

    المؤلفون: Rakin, Adnan Siraj, Chowdhuryy, Md Hafizul Islam, Yao, Fan, Fan, Deliang

    مصطلحات موضوعية: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2111.04625

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  9. 9
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    NeurObfuscator: A Full-stack Obfuscation Tool to Mitigate Neural Architecture Stealing

    المؤلفون: Li, Jingtao, He, Zhezhi, Rakin, Adnan Siraj, Fan, Deliang, Chakrabarti, Chaitali

    مصطلحات موضوعية: Computer Science - Cryptography and Security

    URL الوصول: http://arxiv.org/abs/2107.09789

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  10. 10
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    RA-BNN: Constructing Robust & Accurate Binary Neural Network to Simultaneously Defend Adversarial Bit-Flip Attack and Improve Accuracy

    المؤلفون: Rakin, Adnan Siraj, Yang, Li, Li, Jingtao, Yao, Fan, Chakrabarti, Chaitali, Cao, Yu, Seo, Jae-sun, Fan, Deliang

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Cryptography and Security, Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing

    URL الوصول: http://arxiv.org/abs/2103.13813

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  11. 11
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    RADAR: Run-time Adversarial Weight Attack Detection and Accuracy Recovery

    المؤلفون: Li, Jingtao, Rakin, Adnan Siraj, He, Zhezhi, Fan, Deliang, Chakrabarti, Chaitali

    مصطلحات موضوعية: Computer Science - Cryptography and Security, Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2101.08254

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  12. 12
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    $DA^3$:Dynamic Additive Attention Adaption for Memory-EfficientOn-Device Multi-Domain Learning

    المؤلفون: Yang, Li, Rakin, Adnan Siraj, Fan, Deliang

    مصطلحات موضوعية: Computer Science - Computer Vision and Pattern Recognition

    URL الوصول: http://arxiv.org/abs/2012.01362

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  13. 13
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    Deep-Dup: An Adversarial Weight Duplication Attack Framework to Crush Deep Neural Network in Multi-Tenant FPGA

    المؤلفون: Rakin, Adnan Siraj, Luo, Yukui, Xu, Xiaolin, Fan, Deliang

    مصطلحات موضوعية: Computer Science - Cryptography and Security, Computer Science - Computer Vision and Pattern Recognition

    URL الوصول: http://arxiv.org/abs/2011.03006

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  14. 14
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    T-BFA: Targeted Bit-Flip Adversarial Weight Attack

    المؤلفون: Rakin, Adnan Siraj, He, Zhezhi, Li, Jingtao, Yao, Fan, Chakrabarti, Chaitali, Fan, Deliang

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Cryptography and Security, Statistics - Machine Learning

    URL الوصول: http://arxiv.org/abs/2007.12336

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  15. 15
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    Robust Machine Learning via Privacy/Rate-Distortion Theory

    المؤلفون: Wang, Ye, Aeron, Shuchin, Rakin, Adnan Siraj, Koike-Akino, Toshiaki, Moulin, Pierre

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Cryptography and Security, Computer Science - Computer Science and Game Theory, Computer Science - Information Theory, Statistics - Machine Learning

    URL الوصول: http://arxiv.org/abs/2007.11693

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  16. 16
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    DeepHammer: Depleting the Intelligence of Deep Neural Networks through Targeted Chain of Bit Flips

    المؤلفون: Yao, Fan, Rakin, Adnan Siraj, Fan, Deliang

    مصطلحات موضوعية: Computer Science - Cryptography and Security, Computer Science - Machine Learning

    URL الوصول: http://arxiv.org/abs/2003.13746

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  17. 17
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    TBT: Targeted Neural Network Attack with Bit Trojan

    المؤلفون: Rakin, Adnan Siraj, He, Zhezhi, Fan, Deliang

    مصطلحات موضوعية: Computer Science - Cryptography and Security, Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing

    URL الوصول: http://arxiv.org/abs/1909.05193

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  18. 18
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    Robust Sparse Regularization: Simultaneously Optimizing Neural Network Robustness and Compactness

    المؤلفون: Rakin, Adnan Siraj, He, Zhezhi, Yang, Li, Wang, Yanzhi, Wang, Liqiang, Fan, Deliang

    مصطلحات موضوعية: Computer Science - Computer Vision and Pattern Recognition

    URL الوصول: http://arxiv.org/abs/1905.13074

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  19. 19
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    Bit-Flip Attack: Crushing Neural Network with Progressive Bit Search

    المؤلفون: Rakin, Adnan Siraj, He, Zhezhi, Fan, Deliang

    مصطلحات موضوعية: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Cryptography and Security

    URL الوصول: http://arxiv.org/abs/1903.12269

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  20. 20
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    Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness against Adversarial Attack

    المؤلفون: Rakin, Adnan Siraj, He, Zhezhi, Fan, Deliang

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Cryptography and Security, Computer Science - Computer Vision and Pattern Recognition

    URL الوصول: http://arxiv.org/abs/1811.09310

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