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MACAB: Model-Agnostic Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World


Sep 06, 2022
Hua Ma, Yinshan Li, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said F. Al-Sarawi, Nepal Surya, Derek Abbott

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Linear measurements from nonlinear sensors: identifying distortion with incidental noise


May 09, 2022
Lachlan J. Gunn, Andrew Allison, Derek Abbott

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* IEEE Instrumentation and Measurement Magazine 23(1), 2020 

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Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World


Jan 21, 2022
Hua Ma, Yinshan Li, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Anmin Fu, Hyoungshick Kim, Said F. Al-Sarawi, Nepal Surya, Derek Abbott

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NTD: Non-Transferability Enabled Backdoor Detection


Nov 22, 2021
Yinshan Li, Hua Ma, Zhi Zhang, Yansong Gao, Alsharif Abuadbba, Anmin Fu, Yifeng Zheng, Said F. Al-Sarawi, Derek Abbott

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Quantization Backdoors to Deep Learning Models


Aug 20, 2021
Hua Ma, Huming Qiu, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said Al-Sarawi, Derek Abbott

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RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things


May 11, 2021
Huming Qiu, Hua Ma, Zhi Zhang, Yifeng Zheng, Anmin Fu, Pan Zhou, Yansong Gao, Derek Abbott, Said F. Al-Sarawi

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A Neuromorphic VLSI Design for Spike Timing and Rate Based Synaptic Plasticity


Mar 30, 2013
Mostafa Rahimi Azghadi, Said Al-Sarawi, Derek Abbott, Nicolangelo Iannella

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* Mostafa Rahimi Azghadi, Said Al-Sarawi, Derek Abbott, Nicolangelo Iannella, A Neuromorphic VLSI Design for Spike Timing and Rate Based Synaptic Plasticity, Neural Networks (2013), 10.1016/j.neunet.2013.03.003 
* Accepted for publication in Neural Networks and is allowed to be distributed on Arxiv, according to the journal website at http://www.elsevier.com/authors/author-rights-and-responsibilities **Voluntary posting of Accepted Author Manuscripts in the arXiv subject repository is permitted 

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Efficient Design of Triplet Based Spike-Timing Dependent Plasticity


Apr 08, 2012
Mostafa Rahimi Azghadi, Said Al-Sarawi, Nicolangelo Iannella, Derek Abbott

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* Proceedings of the International Joint Conference on Neural Networks, held in Brisbane, 10-15 June, 2012: pp.1-7 

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Optimizing genetic algorithm strategies for evolving networks


Apr 07, 2004
Matthew J. Berryman, Andrew Allison, Derek Abbott

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* 9 pages, 5 figures 

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Exploring tradeoffs in pleiotropy and redundancy using evolutionary computing


Apr 07, 2004
Matthew J. Berryman, Wei-Li Khoo, Hiep Nguyen, Erin O'Neill, Andrew Allison, Derek Abbott

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* Proc. SPIE 5275, BioMEMS and Nanotechnology, Ed. Dan V. Nicolau, Perth, Australia, Dec. 2003, pp49-58 
* 10 pages, 6 figures 

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