Towards deep neural networks robust to adversarial examples

• 主要作者: Matyasko, Alexander
• 其他作者: Lap-Pui Chau
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2020
• 主題: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/143316

Deep learning has become the dominant approach for any problem where learning from data is necessary, e.g. recognizing objects, understanding natural language. If the data is the "nail", then deep learning is the "hammer". Nevertheless, state-of-the-art deep neural networks are p...