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VeriStruct: AI-assisted Automated Verification of Data-Structure Modules in Verus
arXiv – CS AI|Chuyue Sun, Yican Sun, Daneshvar Amrollahi, Ethan Zhang, Shuvendu Lahiri, Shan Lu, David Dill, Clark Barrett||4 views
🤖AI Summary
VeriStruct is a new AI framework that automates formal verification of complex data structure modules in the Verus programming language. The system achieved a 99.2% success rate in verifying 128 out of 129 functions across eleven Rust data structure modules, representing significant progress in AI-assisted formal verification.
Key Takeaways
- →VeriStruct extends AI-assisted verification from single functions to complex data structure modules in Verus.
- →The framework includes a planner module for generating abstractions, type invariants, specifications, and proof code.
- →VeriStruct addresses LLM limitations with syntax guidance and automatic error correction for verification annotations.
- →Testing showed 99.2% success rate, verifying 128 of 129 functions across eleven Rust data structure modules.
- →This represents a major advancement toward fully automated AI-assisted formal verification systems.
#ai#formal-verification#rust#verus#automated-verification#programming-languages#software-verification#llm#data-structures
Read Original →via arXiv – CS AI
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