---
title: "awesome-llm-security vs gitleaks"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/corca-ai-awesome-llm-security-vs-gitleaks-gitleaks"
tools: ["corca-ai-awesome-llm-security", "gitleaks-gitleaks"]
---

# awesome-llm-security vs gitleaks

*GraphCanon updated Aug 16, 2026*

## Verdict

Pick awesome-llm-security if awesome LLM Security is a curated list of resources related to the security aspects of large language models. It covers various attack methodologies, defenses, and platform security through papers, benchmarks, tools, and; pick gitleaks if gitleaks is an AI-driven tool for detecting secrets within git repositories that can integrate into CI/CD pipelines and offers robust CLI capabilities.

[awesome-llm-security](https://github.com/corca-ai/awesome-llm-security) reports 1.7k GitHub stars, 312 forks, and 173 open issues, last pushed Aug 20, 2025. [gitleaks](https://gitleaks.io) has 29k stars, 2.2k forks, and 464 open issues, last pushed Jul 29, 2026. Figures are from public GitHub metadata via [awesome-llm-security's repository](https://github.com/corca-ai/awesome-llm-security) and [gitleaks's repository](https://github.com/gitleaks/gitleaks).

| | [awesome-llm-security](/tools/corca-ai-awesome-llm-security.md) | [gitleaks](/tools/gitleaks-gitleaks.md) |
| --- | --- | --- |
| Tagline | A curation of tools, documents and projects about LLM Security | Find secrets with Gitleaks 🔑 |
| Stars | 1,672 | 28,753 |
| Forks | 312 | 2,191 |
| Open issues | 173 | 464 |
| Language | - | Go |
| Adopt for | Awesome LLM Security is a curated list of resources related to the security aspects of large language models. It covers various attack methodologies, defenses, and platform security through papers, benchmarks, tools, and | gitleaks is an AI-driven tool for detecting secrets within git repositories that can integrate into CI/CD pipelines and offers robust CLI capabilities. |
| Persona | - | - |
| Runtime | - | - |
| License | - | MIT |
| Categories | Evaluation & Observability | Evaluation & Observability |

## Trust and health

_Sourced signals - not a safety guarantee. No winner column._

| | [awesome-llm-security](/tools/corca-ai-awesome-llm-security.md) | [gitleaks](/tools/gitleaks-gitleaks.md) |
| --- | --- | --- |
| Maintenance | Slowing (36%) | Active (82%) |
| Days since push | 351d | 18d |
| Open issues (now) | 173 | 464 |
| Stars delta | Unknown | +576 (30d) |
| Open issues delta | Unknown | +36 (30d) |
| Full report | [trust report](/tools/corca-ai-awesome-llm-security/trust.md) | [trust report](/tools/gitleaks-gitleaks/trust.md) |

## Decision facts: awesome-llm-security

- **Hosting:** unknown
- **Pricing:** freemium - As an open-source project without defined pricing models, its use is generally free under the terms of its license (license details are not provided).
- **Adopt for:** Awesome LLM Security is a curated list of resources related to the security aspects of large language models. It covers various attack methodologies, defenses, and platform security through papers, benchmarks, tools, and

## Decision facts: gitleaks

- **Requirements:** Min 1 GB RAM; Requires a Go environment to be installed if not using pre-built binaries.
- **Adopt for:** gitleaks is an AI-driven tool for detecting secrets within git repositories that can integrate into CI/CD pipelines and offers robust CLI capabilities.

## Choose when

### Choose awesome-llm-security if…

- Pricing: As an open-source project without defined pricing models, its use is generally free under the terms of its license (license details are not provided)..
- Tags unique to awesome-llm-security: awesome-list, llm, security.
- When you are specifically looking for detailed information on both white-box and black-box attacks targeted at Large Language Models (LLMs), which 'awesome-llm-security' comprehensively catalogs.

### Choose gitleaks if…

- Requirements: Min 1 GB RAM; Requires a Go environment to be installed if not using pre-built binaries..
- Tags unique to gitleaks: ai-powered, ci-cd, cicd, cli.
- gitleaks ships Docker support for self-hosted deployment.
- - When you need to detect leaked secrets using advanced AI-powered methods, offering a modern approach over traditional pattern matching.

## When NOT to use awesome-llm-security

- When your primary interest is in general software security or vulnerabilities unrelated to language models, since 'awesome-llm-security' zeroes in on attack vectors specifically for LLMs.
- If you are solely interested in tools and methods that are not publicly discussed or peer-reviewed; the repository focuses on documented approaches within reputable academic publications.

## When NOT to use gitleaks

- - Avoid if looking for broader DLP functionalities that extend beyond git repositories, as gitleaks is specifically tailored to this context.
- - Not recommended if you require real-time alerting features; gitleaks is more suited for periodic or commit-based scanning and analysis.

## Common questions

### What is the difference between awesome-llm-security and gitleaks?

awesome-llm-security: A curation of tools, documents and projects about LLM Security. gitleaks: Find secrets with Gitleaks 🔑. See the comparison table for live GitHub stats and shared categories.

### When should I choose awesome-llm-security over gitleaks?

Choose awesome-llm-security over gitleaks when Pricing: As an open-source project without defined pricing models, its use is generally free under the terms of its license (license details are not provided).; Tags unique to awesome-llm-security: awesome-list, llm, security; When you are specifically looking for detailed information on both white-box and black-box attacks targeted at Large Language Models (LLMs), which 'awesome-llm-security' comprehensively catalogs.

### When should I choose gitleaks over awesome-llm-security?

Choose gitleaks over awesome-llm-security when Requirements: Min 1 GB RAM; Requires a Go environment to be installed if not using pre-built binaries.; Tags unique to gitleaks: ai-powered, ci-cd, cicd, cli; gitleaks ships Docker support for self-hosted deployment; - When you need to detect leaked secrets using advanced AI-powered methods, offering a modern approach over traditional pattern matching.

### When should I avoid awesome-llm-security?

When your primary interest is in general software security or vulnerabilities unrelated to language models, since 'awesome-llm-security' zeroes in on attack vectors specifically for LLMs. If you are solely interested in tools and methods that are not publicly discussed or peer-reviewed; the repository focuses on documented approaches within reputable academic publications.

### When should I avoid gitleaks?

- Avoid if looking for broader DLP functionalities that extend beyond git repositories, as gitleaks is specifically tailored to this context. - Not recommended if you require real-time alerting features; gitleaks is more suited for periodic or commit-based scanning and analysis.

### Is awesome-llm-security or gitleaks more popular on GitHub?

gitleaks has more GitHub stars (28,753 vs 1,672). Stars measure visibility, not whether either tool fits your constraints.

### Are awesome-llm-security and gitleaks open source?

Yes - both are open-source projects on GitHub.

### Where can I find alternatives to awesome-llm-security or gitleaks?

GraphCanon lists graph-backed alternatives at [awesome-llm-security alternatives](/tools/corca-ai-awesome-llm-security/alternatives) and [gitleaks alternatives](/tools/gitleaks-gitleaks/alternatives) ([awesome-llm-security markdown twin](/tools/corca-ai-awesome-llm-security/alternatives.md), [gitleaks markdown twin](/tools/gitleaks-gitleaks/alternatives.md)), ranked by typed relationship edges rather than popularity votes.

### Is there a machine-readable version of this comparison?

Yes. The markdown twin at [this comparison](/compare/corca-ai-awesome-llm-security-vs-gitleaks-gitleaks.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

### Which is better maintained, awesome-llm-security or gitleaks?

awesome-llm-security: Slowing. gitleaks: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.

### Where are the full trust reports for awesome-llm-security and gitleaks?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [awesome-llm-security trust report](/tools/corca-ai-awesome-llm-security/trust); [gitleaks trust report](/tools/gitleaks-gitleaks/trust).

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=corca-ai-awesome-llm-security`](/api/graphcanon/graph?tool=corca-ai-awesome-llm-security)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_