TensorFlow

'TensorFlow' is a deep learning library that serves as a benchmark for evaluating the detection of silent bugs in deep learning applications.

Papers using TensorFlow (11)

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 citesWhat Do Developers Ask About ML Libraries? A Large-scale Study Using Stack Overflow2019 · 11 citesToward Understanding Deep Learning Framework Bugs2022 · 10 citesAutomatic Unit Test Generation for Deep Learning Frameworks based on API Knowledge2023 · 1 citesEnhancing Differential Testing With LLMs For Testing Deep Learning Libraries2024 · 1 citesSecurity Knowledge-Guided Fuzzing of Deep Learning Libraries2023