PyTorch

Papers using PyTorch (10)

Your Fix Is My Exploit: Enabling Comprehensive DL Library API Fuzzing with Large Language Models2025 · 3 citesLLM-Powered Silent Bug Fuzzing in Deep Learning Libraries via Versatile and Controlled Bug Transfer2026MirrorFuzz: Leveraging LLM and Shared Bugs for Deep Learning Framework APIs Fuzzing2025Evaluating the Effectiveness of Coverage-Guided Fuzzing for Testing Deep Learning Library APIs2025Leveraging Large Language Models for Command Injection Vulnerability Analysis in Python: An Empirical Study on Popular Open-Source Projects2025Large Language Models are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models2022 · 13 citesToward Understanding Deep Learning Framework Bugs2022 · 10 citesSecurity Knowledge-Guided Fuzzing of Deep Learning Libraries2023Automatic Unit Test Generation for Deep Learning Frameworks based on API Knowledge2023Enhancing Differential Testing With LLMs For Testing Deep Learning Libraries2024