密钥与 API Key 扫描工具

detect-secrets is a modular secret scanning tool that identifies hard-coded credentials and sensitive information in source code. It combines multiple detection strategies—regular expression pattern matching, Shannon entropy calculation, and a machine learning classifier—to find potential secrets, and uses a baseline-driven delta analysis to distinguish newly introduced secrets from pre-existing ones, reducing noise from legacy credentials. The tool integrates directly into development workflows through a git pre-commit hook that blocks commits introducing unbaselined secrets, and can be inco

TruffleHog is a secret scanning tool designed to identify leaked credentials and API keys across version control systems, cloud storage, and filesystems. It functions as a git secret detector that enumerates hidden commits and a cloud storage security auditor for inspecting container images and storage buckets. The project is distinguished by a credential verification engine that tests discovered secrets against service APIs to confirm they are active, which eliminates false positive alerts. It further analyzes these verified credentials to determine the specific access levels and resources t

Trufflehog is a security tool designed to continuously monitor code repositories and cloud environments to detect, verify, and remediate exposed sensitive credentials and API keys. It functions as a comprehensive secret scanning engine that integrates directly into deployment pipelines and version control systems to intercept sensitive data before it is committed or pushed. By utilizing read-only operations and volatile memory processing, the system ensures that discovered credentials are never stored persistently, maintaining strict data privacy throughout the scanning lifecycle. The platfor

Gitleaks is a security scanning engine designed to identify hardcoded credentials, API keys, and other sensitive information within version control systems and local file structures. It functions as a static analysis tool that automates the detection of secrets, helping to prevent the accidental exposure of sensitive data during the development lifecycle. The tool distinguishes itself through its ability to perform deep forensic analysis of git history, allowing users to audit entire project timelines or enforce security gates within continuous integration pipelines. It supports complex detec

Gitleaks is a static analysis security tool and secret detection engine designed to find hardcoded passwords, API keys, and authentication tokens. It functions as a Git secret scanner that analyzes both local file systems and Git commit history to prevent credential leaks. The tool distinguishes itself through a decoding pipeline that transforms base64 and hex strings into plaintext to find obfuscated secrets. It further reduces false positives using proximity-based validation and fingerprint-based suppression to filter out known or baseline findings. The system covers a broad range of detec

Detect and validate 500+ types of hardcoded secrets with advanced checks. Use it as a pre-commit hook, GitHub Action, or CLI for proactive secret detection and security.

Bearer is a static analysis security testing tool and privacy compliance auditor. It identifies security vulnerabilities, hard-coded secrets, and privacy risks in source code through static analysis and data flow tracing. The tool distinguishes itself by tracking the movement of sensitive data through code to identify leaks and by mapping personal and health-related information flows to generate evidence for privacy impact assessments. It also provides differential scanning for pull requests and uses fingerprint-based suppression to exclude known false positives from reports. The platform co

Git-secrets is a security utility designed to prevent the accidental exposure of sensitive credentials by integrating automated scanning directly into the version control commit lifecycle. It functions as a commit scanner that evaluates staged files and commit messages against defined security policies before changes are finalized in a repository. The tool utilizes regular expression pattern matching to identify potential secrets and supports the registration of custom patterns to address specific organizational security requirements. To manage operational friction, it includes mechanisms for

shhgit is a static analysis security tool and secret detection scanner designed to identify leaked credentials, API tokens, and private keys. It functions as a security auditor for version control systems, analyzing both local files and remote repositories across platforms including GitHub, GitLab, and Bitbucket. The tool utilizes a detection engine based on signature-matching, custom regular expressions, and entropy checks to locate sensitive data. It allows for the use of custom search signatures and queries to identify non-standard secrets that may not be covered by predefined patterns. T