Fault-injection based attacks and countermeasure on deep neural network accelerators

• المؤلف الرئيسي: Liu, Wenye
• مؤلفون آخرون: Chang Chip Hong
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Electrical and electronic engineering::Integrated circuits; Engineering::Computer science and engineering::Hardware::Performance and reliability
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/152080
• المؤسسة: Nanyang Technological University

The rapid development of deep learning accelerator has unlocked new applications that require local inference at the edge device. However, this trend of development to facilitate edge intelligence also invites new hardware-oriented attacks, which are different from and have more dreadful impact than...