Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

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


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

Add code

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

   Access Paper or Ask Questions

Bad Characters: Imperceptible NLP Attacks


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

Add code


   Access Paper or Ask Questions

Markpainting: Adversarial Machine Learning meets Inpainting


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

Add code

* Proceedings of the 38th International Conference on Machine Learning (ICML 2021) 

   Access Paper or Ask Questions

Manipulating SGD with Data Ordering Attacks


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

Add code


   Access Paper or Ask Questions

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


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

Add code


   Access Paper or Ask Questions

Nudge Attacks on Point-Cloud DNNs


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

Add code


   Access Paper or Ask Questions

Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing


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

Add code


   Access Paper or Ask Questions

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

Add code


   Access Paper or Ask Questions

Sponge Examples: Energy-Latency Attacks on Neural Networks


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

Add code


   Access Paper or Ask Questions

Towards Certifiable Adversarial Sample Detection


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

Add code


   Access Paper or Ask Questions

1
2
>>