Si-Wei Wei

Hybrid Fuzzing in Input Generation Logic

The core challenge of fuzzing is to consistently generate test inputs that are both syntactically valid and semantically diverse. However, mutation-based coverage-guided fuzzing often struggles to achieve this, especially for highly structured formats. Two lines of work have emerged to address this challenge: (1) hybri...