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Ross Anderson
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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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Bad Characters: Imperceptible NLP Attacks


Jun 18, 2021
Nicholas Boucher, Ilia Shumailov, Ross Anderson, Nicolas Papernot

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Markpainting: Adversarial Machine Learning meets Inpainting


Jun 01, 2021
David Khachaturov, Ilia Shumailov, Yiren Zhao, Nicolas Papernot, Ross Anderson

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* Proceedings of the 38th International Conference on Machine Learning (ICML 2021) 
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Manipulating SGD with Data Ordering Attacks


Apr 19, 2021
Ilia Shumailov, Zakhar Shumaylov, Dmitry Kazhdan, Yiren Zhao, Nicolas Papernot, Murat A. Erdogdu, Ross Anderson

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Hey Alexa what did I just type? Decoding smartphone sounds with a voice assistant


Dec 01, 2020
Almos Zarandy, Ilia Shumailov, Ross Anderson

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Nudge Attacks on Point-Cloud DNNs


Nov 22, 2020
Yiren Zhao, Ilia Shumailov, Robert Mullins, Ross Anderson

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Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing


Oct 22, 2020
Arthur Delarue, Ross Anderson, Christian Tjandraatmadja

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The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification


Jun 24, 2020
Christian Tjandraatmadja, Ross Anderson, Joey Huchette, Will Ma, Krunal Patel, Juan Pablo Vielma

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Sponge Examples: Energy-Latency Attacks on Neural Networks


Jun 05, 2020
Ilia Shumailov, Yiren Zhao, Daniel Bates, Nicolas Papernot, Robert Mullins, Ross Anderson

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Towards Certifiable Adversarial Sample Detection


Feb 20, 2020
Ilia Shumailov, Yiren Zhao, Robert Mullins, Ross Anderson

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