LLM Security Guard for Code
Fuente:
arXiv
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| Main Authors: | , , , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | |
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| _version_ | 1866929335354523648 |
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| author | Kavian, Arya Kallehbasti, Mohammad Mehdi Pourhashem Kazemi, Sajjad Firouzi, Ehsan Ghafari, Mohammad |
| author_facet | Kavian, Arya Kallehbasti, Mohammad Mehdi Pourhashem Kazemi, Sajjad Firouzi, Ehsan Ghafari, Mohammad |
| contents | Many developers rely on Large Language Models (LLMs) to facilitate software development. Nevertheless, these models have exhibited limited capabilities in the security domain. We introduce LLMSecGuard, a framework to offer enhanced code security through the synergy between static code analyzers and LLMs. LLMSecGuard is open source and aims to equip developers with code solutions that are more secure than the code initially generated by LLMs. This framework also has a benchmarking feature, aimed at providing insights into the evolving security attributes of these models. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2405_01103 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | LLM Security Guard for Code Kavian, Arya Kallehbasti, Mohammad Mehdi Pourhashem Kazemi, Sajjad Firouzi, Ehsan Ghafari, Mohammad Software Engineering Cryptography and Security Many developers rely on Large Language Models (LLMs) to facilitate software development. Nevertheless, these models have exhibited limited capabilities in the security domain. We introduce LLMSecGuard, a framework to offer enhanced code security through the synergy between static code analyzers and LLMs. LLMSecGuard is open source and aims to equip developers with code solutions that are more secure than the code initially generated by LLMs. This framework also has a benchmarking feature, aimed at providing insights into the evolving security attributes of these models. |
| title | LLM Security Guard for Code |
| topic | Software Engineering Cryptography and Security |
| url | https://arxiv.org/abs/2405.01103 |