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Dynamic Stashing Quantization for Efficient Transformer Training


Mar 09, 2023
Guo Yang, Daniel Lo, Robert Mullins, Yiren Zhao

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Task-Agnostic Graph Neural Network Evaluation via Adversarial Collaboration


Jan 27, 2023
Xiangyu Zhao, Hannes Stärk, Dominique Beaini, Pietro Liò, Yiren Zhao

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* Preprint. Under review. 13 pages, 4 figures, 2 tables 

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Flareon: Stealthy any2any Backdoor Injection via Poisoned Augmentation


Dec 20, 2022
Tianrui Qin, Xianghuan He, Xitong Gao, Yiren Zhao, Kejiang Ye, Cheng-Zhong Xu

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Revisiting Structured Dropout


Oct 05, 2022
Yiren Zhao, Oluwatomisin Dada, Xitong Gao, Robert D Mullins

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ImpNet: Imperceptible and blackbox-undetectable backdoors in compiled neural networks


Oct 04, 2022
Tim Clifford, Ilia Shumailov, Yiren Zhao, Ross Anderson, Robert Mullins

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* 10 pages, 6 figures. For website see https://mlbackdoors.soc.srcf.net . For source code, see https://git.sr.ht/~tim-clifford/impnet_source 

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DARTFormer: Finding The Best Type Of Attention


Oct 02, 2022
Jason Ross Brown, Yiren Zhao, Ilia Shumailov, Robert D Mullins

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Wide Attention Is The Way Forward For Transformers


Oct 02, 2022
Jason Ross Brown, Yiren Zhao, Ilia Shumailov, Robert D Mullins

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Augmentation Backdoors


Sep 29, 2022
Joseph Rance, Yiren Zhao, Ilia Shumailov, Robert Mullins

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* 12 pages, 8 figures 

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Efficient Adversarial Training With Data Pruning


Jul 01, 2022
Maximilian Kaufmann, Yiren Zhao, Ilia Shumailov, Robert Mullins, Nicolas Papernot

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Architectural Backdoors in Neural Networks


Jun 15, 2022
Mikel Bober-Irizar, Ilia Shumailov, Yiren Zhao, Robert Mullins, Nicolas Papernot

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