Automata-guided control-flow-sensitive fuzz driver generation

• Main Authors: ZHANG, Cen, LI, Yuekang, ZHOU, Hao, ZHANG, Xiaohan, ZHENG, Yaowen, ZHAN, Xian, XIE, Xiaofei, LUO, Xiapu, LI, Xinghua, LIU, Yang Liu, HABIB, Sheikh M.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Artificial Intelligence and Robotics
• Online Access: https://ink.library.smu.edu.sg/sis_research/8245
• Institution: Singapore Management University

Fuzz drivers are essential for fuzzing library APIs. However, manually composing fuzz drivers is difficult and time-consuming. Therefore, several works have been proposed to generate fuzz drivers automatically. Although these works can learn correct API usage from the consumer programs of the target...