Comparison
awesome-llm-security vs garak
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 garak if lLM Vulnerability Scanner.
Markdown twin · awesome-llm-security alternatives · garak alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | awesome-llm-security | garak |
|---|---|---|
| Maintenance | Slowing (351d since push) As of 2w · github_public_v1 | Very active (0d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings 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
- garak
- LLM vulnerability scanner
Stars
- awesome-llm-security
- 1.7k
- garak
- 8.7k
Forks
- awesome-llm-security
- 312
- garak
- 1.1k
Open issues
- awesome-llm-security
- 173
- garak
- 374
Language
- awesome-llm-security
- -
- garak
- Python
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
- garak
- LLM Vulnerability Scanner
Persona
- awesome-llm-security
- -
- garak
- -
Runtime
- awesome-llm-security
- -
- garak
- -
License
- awesome-llm-security
- -
- garak
- Apache-2.0
Last pushed
- awesome-llm-security
- Aug 20, 2025
- garak
- Aug 4, 2026
Categories
- awesome-llm-security
- Evaluation & Observability
- garak
- Evaluation & Observability
Trust and health
Maintenance
- awesome-llm-security
- Slowing (36%)
- garak
- Very active (96%)
Days since push
- awesome-llm-security
- 351d
- garak
- 0d
Open issues (now)
- awesome-llm-security
- 173
- garak
- 374
OSV dependency advisories
- awesome-llm-security
- No lockfile (source not queried)
- garak
- Published findings
Full report
- awesome-llm-security
- Trust report
- garak
- 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 garak if…
- Tags unique to garak: ai, llm-evaluation, security-scanners, vulnerability-assessment.
- When needing to assess the security and reliability of language models specifically using a tool developed by NVIDIA.
- More GitHub stars (8.7k vs 1.7k) - visibility, not fit.
When NOT to use garak
- When the targeted model is not supported by 'garak', such as some specialized API-based generators that need specific configurations beyond setting environment variables.
- If real-time updates are necessary, as the PyPI version of garak might lag behind the development version available on GitHub.
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 (NVIDIA/garak) · observed Aug 5, 2026
- GitHub forks (NVIDIA/garak) · observed Aug 5, 2026
- Last push (NVIDIA/garak) · observed Aug 4, 2026
- License file (Apache-2.0) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: awesome-llm-security 1.7k · garak 8.7k (synced Aug 6, 2026).
Common questions
- What is the difference between awesome-llm-security and garak?
- awesome-llm-security: A curation of tools, documents and projects about LLM Security. garak: LLM vulnerability scanner. See the comparison table for live GitHub stats and shared categories.
- When should I choose awesome-llm-security over garak?
- Choose awesome-llm-security over garak 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 garak over awesome-llm-security?
- Choose garak over awesome-llm-security when Tags unique to garak: ai, llm-evaluation, security-scanners, vulnerability-assessment; When needing to assess the security and reliability of language models specifically using a tool developed by NVIDIA; More GitHub stars (8.7k vs 1.7k) - visibility, not fit.
- 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 garak?
- When the targeted model is not supported by 'garak', such as some specialized API-based generators that need specific configurations beyond setting environment variables. If real-time updates are necessary, as the PyPI version of garak might lag behind the development version available on GitHub.
- Is awesome-llm-security or garak more popular on GitHub?
- garak has more GitHub stars (8,696 vs 1,672). Stars measure visibility, not whether either tool fits your constraints.
- Are awesome-llm-security and garak open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to awesome-llm-security or garak?
- GraphCanon lists graph-backed alternatives at awesome-llm-security alternatives and garak alternatives (awesome-llm-security markdown twin, garak 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 garak?
- awesome-llm-security: Slowing. garak: Very 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 garak?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: awesome-llm-security trust report; garak trust report.