Defence on unrestricted adversarial examples

• 主要作者: Chan, Jarod Yan Cheng
• 其他作者: Jun Zhao
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/149008

Deep neural networks in image classification have gained popularity in recent years, and as such, have also become the target of attacks. Adversarial samples are inputs crafted to fool neural networks into misclassification. They come in two forms: one is created by adding specific perturbatio...