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Ross Anderson

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Human-Producible Adversarial Examples

Sep 30, 2023
David Khachaturov, Yue Gao, Ilia Shumailov, Robert Mullins, Ross Anderson, Kassem Fawaz

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Machine Learning needs its own Randomness Standard: Randomised Smoothing and PRNG-based attacks

Jun 24, 2023
Pranav Dahiya, Ilia Shumailov, Ross Anderson

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When Vision Fails: Text Attacks Against ViT and OCR

Jun 12, 2023
Nicholas Boucher, Jenny Blessing, Ilia Shumailov, Ross Anderson, Nicolas Papernot

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The Curse of Recursion: Training on Generated Data Makes Models Forget

May 31, 2023
Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao, Yarin Gal, Nicolas Papernot, Ross Anderson

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Boosting Big Brother: Attacking Search Engines with Encodings

Apr 27, 2023
Nicholas Boucher, Luca Pajola, Ilia Shumailov, Ross Anderson, Mauro Conti

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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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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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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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