Adversarial Machine Learning in Image Classification: A Survey Towards the Defender's Perspective

Gabriel Resende Machado, Eugênio Silva, Ronaldo Ribeiro Goldschmidt

Deep Learning algorithms have achieved the state-of-the-art performance for Image Classification and have been used even in security-critical applications, such as biometric recogn…