Can I read Titanfuzz on EtoBox?
Titanfuzz by Ayman Fakri is a document available to read on EtoBox.
What is Titanfuzz about?
The document introduces TitanFuzz, a novel approach that utilizes Large Language Models (LLMs) to generate input programs for fuzzing deep learning libraries like TensorFlow and PyTorch. TitanFuzz outperforms existing fuzzers by achieving higher code coverage and detecting previously unknown bugs through automated generation and mutation of valid DL programs. This work highlights the potential of LLMs in enhancing software testing and debugging in complex domains.
- Author
- Ayman Fakri
- Language
- EN