Large language models (LLMs) have recently shown promise in automating formal specification generation, but their effectiveness has mainly been demonstrated on self-contained benchmark tasks. This paper examines the changes that occur when LLM-generated specifications are applied to an industrial verification project....
Du-Gang Liu, Ding Wang, Chao Jiang et al.· Proceedings of the 41st IEEE...· 0 citations
Formal verification of Rust programs with Verus provides strong correctness guarantees, but developing the auxiliary specifications and proofs still requires considerable manual effort. Existing LLM-based proof-synthesis agents can automate part of this process, yet their effectiveness on non-trivial tasks is often lim...
Yu-Cheng Zhang, Cheng Wen, Jia-Lun Cao et al.· Proceedings of the 41st IEEE...· 0 citations
KaPilot is presented, a multi-agent framework for automatically generating specifications to verify unsafe Rust memory safety using Kani, and the shuffle-and-implication strategy is applied to systematically determine the best specification from these candidates.
Ming-Hua Wang, Yu-Xi Ling, Ming-Zhi Gao et al.· Proceedings of the ACM on So...· 0 citations
A multi-agent collaborative framework, StarVerus, to automate the verification of industrial Rust code and introduces a planner-repairer-actor-rewriter multi-agent paradigm to further enhance the proof repair capabilities.
Chao Jiang, Ding Wang, Du-Gang Liu et al.· Proceedings of the 32nd ACM...· 0 citations
This paper presents HarnessLLM, an automated workflow that leverages LLMs to generate verification harnesses for Rust code directly from existing test suites and is the first work to use LLMs for generating harnesses aimed at memory safety verification in real-world Rust projects.
Minghua Wang, Yuwei Liu, Lin Huang· Proceedings of the 2026 IEEE...· 0 citations
Creating code specifications is a crucial measure to improve the trustworthiness of many industrial systems implemented in Rust with high security requirements. Because writing specifications requires highly specialized professionals and is time-consuming, the automatic generation of specifications, enabled by large la...
Chao Jiang, Ding Wang, Dugang Liu et al.· Proceedings of the 32nd ACM...· 0 citations
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