iDev Security Scanner 1.0 发布：AI 驱动的代码安全扫描
iDev Security Scanner 1.0 Released: AI-Powered Code Security Scanning
| iDev Product | 2026-08-27T11:11:38
iDev 发布首款独立安全产品 Security Scanner 1.0，基于大模型的代码安全扫描工具，支持 12 种编程语言，检测准确率达到 94%，误报率低于 5%。
iDev releases its first standalone security product, Security Scanner 1.0, an LLM-based code security scanning tool supporting 12 programming languages with 94% detection accuracy and less than 5% false positive rate.
产品介绍iDev Security Scanner 1.0 是 iDev 推出的首款独立安全产品，专注于利用 AI 技术提升代码安全扫描的准确性和效率。不同于传统的 SAST 工具，它能理解代码的业务语义，大幅降低误报率。核心能力漏洞检测SQL 注入、XSS、CSRF 等 OWASP Top 10 漏洞硬编码密钥和敏感信息泄露不安全的反序列化和文件操作权限提升和越权访问风险加密算法误用（弱哈希、ECB 模式等）AI 增强分析大模型不仅检测单个漏洞，还能分析漏洞之间的关联关系。例如，检测到 SQL 注入漏洞后，自动追踪数据流，评估该漏洞是否可以通过其他路径被利用。支持语言首发支持 Java、Python、JavaScript、TypeScript、Go、Rust、C/C++、PHP、Ruby、Kotlin、Swift 和 Dart 共 12 种语言。集成方式# CLI 扫描 idev-scan --path ./src --output report.json # CI/CD 集成（GitHub Actions） - uses: idev/security-scanner-action@v1 with: path: ./src severity-threshold: high fail-on-findings: true性能指标在 NIST SARD 基准测试中，检测准确率 94%，误报率 4.8%，扫描速度：10 万行代码约 45 秒。定价开源项目免费，商业项目 $29/月起（按仓库数计费），企业版支持私有部署。
Product IntroductioniDev Security Scanner 1.0 is iDev's first standalone security product, focused on leveraging AI technology to improve code security scanning accuracy and efficiency. Unlike traditional SAST tools, it understands the business semantics of code, significantly reducing false positive rates.Core CapabilitiesVulnerability DetectionSQL injection, XSS, CSRF, and other OWASP Top 10 vulnerabilitiesHardcoded keys and sensitive information leaksInsecure deserialization and file operationsPrivilege escalation and unauthorized access risksCryptographic algorithm misuse (weak hashing, ECB mode, etc.)AI-Enhanced AnalysisThe LLM not only detects individual vulnerabilities but also analyzes correlations between them. For example, after detecting an SQL injection vulnerability, it automatically traces the data flow to assess whether the vulnerability can be exploited through other paths.Supported LanguagesLaunch supports 12 languages: Java, Python, JavaScript, TypeScript, Go, Rust, C/C++, PHP, Ruby, Kotlin, Swift, and Dart.Integration# CLI scanning idev-scan --path ./src --output report.json # CI/CD integration (GitHub Actions) - uses: idev/security-scanner-action@v1 with: path: ./src severity-threshold: high fail-on-findings: truePerformance MetricsOn the NIST SARD benchmark: 94% detection accuracy, 4.8% false positive rate, scan speed of approximately 45 seconds per 100K lines of code.PricingFree for open-source projects, commercial projects from $29/month (per repository), enterprise edition supports private deployment.