Btech thesis report on adversarial attack detection and purification of adverserially attacked images. (arXiv:2205.07859v1 [cs.LG])

This is Btech thesis report on detection and purification of adverserially
attacked images. A deep learning model is trained on certain training examples
for various tasks such as classification, regression etc. By training, weights
are adjusted such that the model performs the task well not only on training
examples judged by a certain metric but has an excellent ability to generalize
on other unseen examples as well which are typically called the test data.
Despite the huge success of machine …

adversarial attack detection images lg report