Vercel AI SDKのOWASP LLM Top 10対応
OWASP LLM Top 10は、企業向けAIアプリケーションにとって重要な遵守事項になっている。Vercel AI SDKを使う開発者向けに、ESLintプラグインを提供し、LLM01からLLM10までの10項目を自動的にチェックできるようにした。これにより、セキュリティ対策を迅速に行え、セールスプロセスの遅延を防ぐことができる。
Why it matters
OWASP LLM security is becoming a compliance requirement for enterprises using AI features, and this plugin provides an easy way to address those concerns.
Key Points
- 1The plugin understands Vercel AI SDK functions and provides specific rules to address the 10 OWASP LLM security categories
- 2The rules help detect and prevent issues like prompt injection, sensitive data exposure, training data poisoning, and more
- 3Implementing the plugin makes it easier to comply with OWASP LLM security requirements, which are becoming a common enterprise demand
Details
The article explains the 10 OWASP LLM security categories and how the ESLint plugin provides corresponding rules to address them. For example, the 'require-validated-prompt' rule checks for prompt injection, the 'no-sensitive-in-prompt' rule detects sensitive data exposure, and the 'require-max-tokens' rule enforces limits on token consumption. The plugin is designed specifically for the Vercel AI SDK and can be easily integrated into a project's codebase. By automating OWASP LLM security checks, the plugin helps developers quickly identify and fix vulnerabilities, making their AI applications more secure and compliant.
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