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Joseph Clements 0001

Joseph Franklin Clements

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affiliation: Applied Research Associates, Integrated Products Division, Albuquerque, NM, USA
affiliation: Clemson University, Clemson, SC, USA

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2020 – today

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2024
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Joseph Franklin Clements, Yingjie Lao:
Reliable Hardware Watermarks for Deep Learning Systems. IEEE Trans. Very Large Scale Integr. Syst. 32(4): 752-762 (2024)
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Joseph Clements, Yingjie Lao:
Resource Efficient Deep Learning Hardware Watermarks with Signature Alignment. AAAI 2024: 11651-11659
2022
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Joseph Clements, Yingjie Lao:
DeepHardMark: Towards Watermarking Neural Network Hardware. AAAI 2022: 4450-4458
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Joseph Clements, Yingjie Lao:
In Pursuit of Preserving the Fidelity of Adversarial Images. ICASSP 2022: 2859-2863
2021
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Joseph Clements, Yuzhe Yang, Ankur A Sharma, Hongxin Hu, Yingjie Lao:
Rallying Adversarial Techniques against Deep Learning for Network Security. SSCI 2021: 1-8

2010 – 2019

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2019
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Bikash Ranabhat, Joseph Clements, Jacob Gatlin, Kuang-Ting Hsiao, Mark Yampolskiy:
Optimal sabotage attack on composite material parts. Int. J. Crit. Infrastructure Prot. 26 (2019)
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Joseph Clements, Yingjie Lao:
Hardware Trojan Design on Neural Networks. ISCAS 2019: 1-5
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  - journals/corr/abs-1903-11688
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Joseph Clements, Yuzhe Yang, Ankur A Sharma, Hongxin Hu, Yingjie Lao:
Rallying Adversarial Techniques against Deep Learning for Network Security. CoRR abs/1903.11688 (2019)
2018
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Joseph Clements, Yingjie Lao:
Backdoor Attacks on Neural Network Operations. GlobalSIP 2018: 1154-1158
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Joseph Clements, Yingjie Lao:
Hardware Trojan Attacks on Neural Networks. CoRR abs/1806.05768 (2018)
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Bikash Ranabhat, Joseph Clements, Jacob Gatlin, Kuang-Ting Hsiao, Mark Yampolskiy:
Optimal Sabotage Attack on Composite Material Parts. CoRR abs/1810.03010 (2018)

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