158 citations · 271 across the 18 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.LG2018★ 10 cited
The Taboo Trap: Behavioural Detection of Adversarial Samples
Ilia Shumailov, Yiren Zhao, Robert Mullins +1
Deep Neural Networks (DNNs) have become a powerful toolfor a wide range of problems. Yet recent work has found an increasing variety of adversarial samplesthat can fool them. Most…
cs.CR2018★ 17 cited
To compress or not to compress: Understanding the Interactions between Adversarial Attacks and Neural Network Compression
Yiren Zhao, Ilia Shumailov, Robert Mullins +1
As deep neural networks (DNNs) become widely used, pruned and quantised models are becoming ubiquitous on edge devices; such compressed DNNs are popular for lowering computational…