research
∙
03/20/2023
Translate your gibberish: black-box adversarial attack on machine translation systems
Neural networks are deployed widely in natural language processing tasks...
share
research
∙
02/02/2022
Smoothed Embeddings for Certified Few-Shot Learning
Randomized smoothing is considered to be the state-of-the-art provable d...
research
∙
09/22/2021
CC-Cert: A Probabilistic Approach to Certify General Robustness of Neural Networks
In safety-critical machine learning applications, it is crucial to defen...
research
∙
10/15/2019
On adversarial patches: real-world attack on ArcFace-100 face recognition system
Recent works showed the vulnerability of image classifiers to adversaria...
research
∙
10/14/2019