C2RUST-BENCH: A Minimized, Representative Dataset for C-to-Rust Transpilation Evaluation
Abstract
Despite the effort in vulnerability detection over the last two decades, memory safety vulnerabilities continue to be a critical problem. Recent reports suggest that the key solution is to migrate to memory-safe languages. To this end, C-to-Rust transpilation becomes popular to resolve memory-safety issues in C programs. Recent works propose C-to-Rust transpilation frameworks; however, a comprehensive evaluation dataset is missing. Although one solution is to put together a large enough dataset, this increases the analysis time in automated frameworks as well as in manual efforts for some cases. In this work, we build a method to select functions from a large set to construct a minimized yet representative dataset to evaluate the C-to-Rust transpilation. We propose C2RUST-BENCH that contains 2,905 functions, which are representative of C-to-Rust transpilation, selected from 15,503 functions of real-world programs.
Details
| Title: | C2RUST-BENCH: A Minimized, Representative Dataset for C-to-Rust Transpilation Evaluation |
| Subjects: | Cryptography and Security |
| More Details: | View PDF |
| Report Article: | Report |
Ahelee Mukherjee(@Ahelee_Mukherjee)
Well-Written and Insightful Paper
The paper is clear, informative, and adds value to the field. It’s well-structured and easy to follow. A solid contribution overall.
Adam Gray(@adam_1)
Insightful
great piece of research work.
Subham Roy(@subham_10)
Great Thinking
keep it up