Proj CDeepFuzz Paper Reading: DeFuzz: Deep Learning Guided Directed Fuzzing
Abstract
本文:DeFuzz
Task: guided directed fuzzing
Method: pre-trained BiLSTM to identify the potentially vulnerable functions, directed fuzzing
实验:
数据集:libming(listaction_d, listswf_d, swftocxx, swftoperl, swftophp, swftopython, swftotcl) gif(gifsponge)
Competitor: AFL
效果:+43 bugs than AFL