20 citations · 27 across the 5 of their papers we have counts for
3 papers · 1 filter
Demystifying Faulty Code with LLM: Step-by-Step Reasoning for Explainable Fault Localization
Ratnadira Widyasari, Jia Wei Ang, Truong Giang Nguyen +2
Fault localization is a critical process that involves identifying specific program elements responsible for program failures. Manually pinpointing these elements, such as classes,…
SkipFuzz: Active Learning-based Input Selection for Fuzzing Deep Learning Libraries
Hong Jin Kang, Pattarakrit Rattanukul, Stefanus Agus Haryono +4
Many modern software systems are enabled by deep learning libraries such as TensorFlow and PyTorch. As deep learning is now prevalent, the security of deep learning libraries is a…
AutoPruner: Transformer-Based Call Graph Pruning
Thanh Le-Cong, Hong Jin Kang, Truong Giang Nguyen +4
Constructing a static call graph requires trade-offs between soundness and precision. Program analysis techniques for constructing call graphs are unfortunately usually imprecise.…