Verification Tool

Verification tools are software systems designed to rigorously check the correctness and reliability of various computational artifacts, ranging from software programs and algorithms to hardware designs and even machine learning models. Current research emphasizes integrating large language models (LLMs) to enhance automated verification capabilities, particularly for complex systems, and focuses on developing benchmarks and frameworks for evaluating these tools' effectiveness across diverse domains, including statistical analysis, travel planning, and neural network security. This work is crucial for improving the trustworthiness and safety of increasingly complex systems in various fields, from autonomous vehicles to critical infrastructure.

Papers