CNN on CIFAR-10 with adversarial attack

Implement the own convolutional neural network and training in it on CIFAR-10. When the network is trained, try an adversarial attack on it, using the Fast Gradient Sign method.

Skills acquired:

• gain in-depth knowledge of advanced topics of machine learning, pattern recognition, deep learning, reinforcement learning, and understanding their theory and applications.
• To be able to individually read, understand and discuss research works in the field.
• To implement pattern recognition applications, machine learning, deep learning, and reinforcement learning models using state-of-the-art libraries and tools.
• To be able to make limited advancements and contributions to the research in the field.

Assignment of a set of Intelligent System of Pattern Recognition midterms: 3/3