Book ; Online: SoK
A Broad Comparative Evaluation of Software Debloating Tools
2023
Abstract: Software debloating tools seek to improve the program security and performance by removing unnecessary code, called bloat. While many techniques have been proposed, several barriers to their adoption have emerged. Namely, debloating tools are highly ... ...
| Abstract | Software debloating tools seek to improve the program security and performance by removing unnecessary code, called bloat. While many techniques have been proposed, several barriers to their adoption have emerged. Namely, debloating tools are highly specialized, making it difficult for adopters to find the right type of tool for their needs. This is further hindered by a lack of established metrics and comparative evaluations between tools. To close this gap, we surveyed of 10 years of debloating literature and several tools currently under commercial development to systematize the debloating ecosystem's knowledge. We then conducted a broad comparative evaluation of 10 debloating tools to determine their relative strengths and weaknesses. Our evaluation, conducted on a diverse set of 20 benchmark programs, measures tools across 16 performance, security, correctness, and usability metrics. Our evaluation surfaces several concerning findings that contradict the prevailing narrative in debloating literature. First, debloating tools lack the required maturity to be used on real-world software, evidenced by a slim 21% overall success rate for creating passable debloated versions of medium- and high-complexity benchmarks. Second, debloating tools struggle to produce sound and robust programs. Using our novel differential fuzzing tool, DIFFER, we discovered that only 13% of our debloating attempts produced a sound and robust debloated program. Finally, our results indicate that debloating tools typically do not improve the performance or security posture of debloated programs by a significant degree. We believe that our contributions in this paper will help potential adopters better understand the landscape of tools and will motivate future research and development of more capable debloating tools. To this end, we have made our benchmark set, data, and custom tools publicly available. Comment: 17 pages, 10 tables |
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| Keywords | Computer Science - Software Engineering ; Computer Science - Cryptography and Security ; Computer Science - Programming Languages |
| Subject code | 005 |
| Publishing date | 2023-12-20 |
| Publishing country | us |
| Document type | Book ; Online |
| Database | BASE - Bielefeld Academic Search Engine (life sciences selection) |
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