Nuances are the key: Unlocking chatgpt to find failure-inducing tests with differential prompting

TO Li, W Zong, Y Wang, H Tian, Y Wang… - 2023 38th IEEE/ACM …, 2023 - ieeexplore.ieee.org
Automated detection of software failures is an important but challenging software
engineering task. It involves finding in a vast search space the failure-inducing test cases …

Llm4fuzz: Guided fuzzing of smart contracts with large language models

C Shou, J Liu, D Lu, K Sen - arXiv preprint arXiv:2401.11108, 2024 - arxiv.org
As blockchain platforms grow exponentially, millions of lines of smart contract code are
being deployed to manage extensive digital assets. However, vulnerabilities in this mission …