A group of researchers with CSIRO’s Data61, the digital innovation arm of Australia’s national science agency, have been working on a system for run-time detection of trojan attacks on deep neural network models.
Although it has yet to be tested in the text and voice domain, their system is highly effective when it comes to spotting trojan attacks on DNN-based computer vision applications.
What are deep neural networks?
Artificial neural networks (ANNs) are computational models based on a large collection of artificial neurons, i.e., mathematical functions that perform functions similar to those performed by brain neurons.
