On the Robustness of Vision Transformers to Adversarial Examples
Mahmood, Kaleel, Mahmood, Rigel, van Dijk, Marten
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.01.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.01.2021)
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Conference Proceeding
The Interpose PUF: Secure PUF Design against State-of-the-art Machine Learning Attacks
Phuong Ha Nguyen, Durga Prasad Sahoo, Chenglu Jin, Kaleel Mahmood, Ulrich Rührmair, Marten van Dijk
Published in IACR transactions on cryptographic hardware and embedded systems (01.08.2019)
Published in IACR transactions on cryptographic hardware and embedded systems (01.08.2019)
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Journal Article
Beware the Black-Box: On the Robustness of Recent Defenses to Adversarial Examples
Mahmood, Kaleel, Gurevin, Deniz, van Dijk, Marten, Nguyen, Phuoung Ha
Published in Entropy (Basel, Switzerland) (18.10.2021)
Published in Entropy (Basel, Switzerland) (18.10.2021)
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Journal Article
Besting the Black-Box: Barrier Zones for Adversarial Example Defense
Mahmood, Kaleel, Nguyen, Phuong Ha, Nguyen, Lam M., Nguyen, Thanh, Van Dijk, Marten
Published in IEEE access (2022)
Published in IEEE access (2022)
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Journal Article
The Interpose PUF: Secure PUF Design against State-of-the-art Machine Learning Attacks
Nguyen, Phuong Ha, Sahoo, Durga Prasad, Jin, Chenglu, Mahmood, Kaleel, Rührmair, Ulrich, Van Dijk, Marten
Published in IACR transactions on cryptographic hardware and embedded systems (09.08.2019)
Published in IACR transactions on cryptographic hardware and embedded systems (09.08.2019)
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Journal Article
On-Demand Asynchronous Localization for Underwater Sensor Networks
Carroll, Patrick, Mahmood, Kaleel, Shengli Zhou, Hao Zhou, Xiaoka Xu, Jun-Hong Cui
Published in IEEE transactions on signal processing (01.07.2014)
Published in IEEE transactions on signal processing (01.07.2014)
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Journal Article
Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration
Huang, Shaoyi, Fang, Haowen, Mahmood, Kaleel, Lei, Bowen, Xu, Nuo, Lei, Bin, Sun, Yue, Xu, Dongkuan, Wen, Wujie, Ding, Caiwen
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
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Conference Proceeding
Inverting Biometric Models with Fewer Samples: Incorporating the Output of Multiple Models
Ahmad, Sohaib, Mahmood, Kaleel, Fuller, Benjamin
Published in 2022 IEEE International Joint Conference on Biometrics (IJCB) (10.10.2022)
Published in 2022 IEEE International Joint Conference on Biometrics (IJCB) (10.10.2022)
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Conference Proceeding
Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness
Deng, Jieren, Hong, Hanbin, Palmer, Aaron, Zhou, Xin, Bi, Jinbo, Mahmood, Kaleel, Hong, Yuan, Aguiar, Derek
Year of Publication 24.05.2024
Year of Publication 24.05.2024
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Journal Article
Distilling Adversarial Robustness Using Heterogeneous Teachers
Deng, Jieren, Palmer, Aaron, Mahmood, Rigel, Rathbun, Ethan, Bi, Jinbo, Mahmood, Kaleel, Aguiar, Derek
Year of Publication 23.02.2024
Year of Publication 23.02.2024
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Journal Article
Analyzing and Defending against Membership Inference Attacks in Natural Language Processing Classification
Wang, Yijue, Xu, Nuo, Huang, Shaoyi, Mahmood, Kaleel, Guo, Dan, Ding, Caiwen, Wen, Wujie, Rajasekaran, Sanguthevar
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
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Conference Proceeding
AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization
Luo, Yukui, Xu, Nuo, Peng, Hongwu, Wang, Chenghong, Duan, Shijin, Mahmood, Kaleel, Wen, Wujie, Ding, Caiwen, Xu, Xiaolin
Published in 2023 56th IEEE/ACM International Symposium on Microarchitecture (MICRO) (28.10.2023)
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Published in 2023 56th IEEE/ACM International Symposium on Microarchitecture (MICRO) (28.10.2023)
Conference Proceeding
Game Theoretic Mixed Experts for Combinational Adversarial Machine Learning
Rathbun, Ethan, Mahmood, Kaleel, Ahmad, Sohaib, Ding, Caiwen, van Dijk, Marten
Year of Publication 26.11.2022
Year of Publication 26.11.2022
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Journal Article
On-demand asynchronous localization for underwater sensor networks
Carroll, P., Shengli Zhou, Mahmood, K., Hao Zhou, Xiaoka Xu, Jun-Hong Cui
Published in 2012 Oceans (01.10.2012)
Published in 2012 Oceans (01.10.2012)
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Conference Proceeding