Decompiling x86 Deep Neural Network executables

• Main Authors: LIU, Zhibo, YUAN, Yuanyuan, WANG, Shuai, XIE, Xiaofei, MA, Lei
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Artificial Intelligence and Robotics; Information Security; Programming Languages and Compilers
• Online Access: https://ink.library.smu.edu.sg/sis_research/8216; https://ink.library.smu.edu.sg/context/sis_research/article/9219/viewcontent/sec23summer_406_liu_zhibo_av.pdf
• Institution: Singapore Management University

Due to their widespread use on heterogeneous hardware devices, deep learning (DL) models are compiled into executables by DL compilers to fully leverage low-level hardware primitives. This approach allows DL computations to be undertaken at low cost across a variety of computing platforms, including...