Comparison
awesome-llm-security vs gitleaks
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.
Markdown twin · awesome-llm-security alternatives · gitleaks alternatives
GraphCanon updated 4d
vs
Trust & integrity
| Signal | awesome-llm-security | gitleaks |
|---|---|---|
| Maintenance | Slowing (351d since push) As of 2w · github_public_v1 | Active (18d since push) As of 4d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 4d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- awesome-llm-security
- A curation of tools, documents and projects about LLM Security
- gitleaks
- Find secrets with Gitleaks 🔑
Stars
- awesome-llm-security
- 1.7k
- gitleaks
- 29k
Forks
- awesome-llm-security
- 312
- gitleaks
- 2.2k
Open issues
- awesome-llm-security
- 173
- gitleaks
- 464
Language
- awesome-llm-security
- -
- gitleaks
- Go
Adopt for
- awesome-llm-security
- 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
- 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
- awesome-llm-security
- -
- gitleaks
- -
Runtime
- awesome-llm-security
- -
- gitleaks
- -
License
- awesome-llm-security
- -
- gitleaks
- MIT
Last pushed
- awesome-llm-security
- Aug 20, 2025
- gitleaks
- Jul 29, 2026
Categories
- awesome-llm-security
- Evaluation & Observability
- gitleaks
- Evaluation & Observability
Trust and health
Maintenance
- awesome-llm-security
- Slowing (36%)
- gitleaks
- Active (82%)
Days since push
- awesome-llm-security
- 351d
- gitleaks
- 18d
Open issues (now)
- awesome-llm-security
- 173
- gitleaks
- 464
Stars delta
- awesome-llm-security
- Unknown
- gitleaks
- +576 (30d)
Open issues delta
- awesome-llm-security
- Unknown
- gitleaks
- +36 (30d)
Full report
- awesome-llm-security
- Trust report
- gitleaks
- Trust report
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.
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.
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (corca-ai/awesome-llm-security) · observed Aug 6, 2026
- GitHub forks (corca-ai/awesome-llm-security) · observed Aug 6, 2026
- Last push (corca-ai/awesome-llm-security) · observed Aug 20, 2025
- License file (unknown) · observed Aug 6, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (gitleaks/gitleaks) · observed Aug 16, 2026
- GitHub forks (gitleaks/gitleaks) · observed Aug 16, 2026
- Last push (gitleaks/gitleaks) · observed Jul 29, 2026
- License file (MIT) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: awesome-llm-security 1.7k · gitleaks 29k (synced Aug 6, 2026).
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 and gitleaks alternatives (awesome-llm-security markdown twin, gitleaks markdown twin), 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 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; gitleaks trust report.