Comparison
awesome-llm-security vs latent-jailbreak
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 latent-jailbreak if evaluation & Observability tool for assessing latent jailbreak phenomena in large language models.
Markdown twin · awesome-llm-security alternatives · latent-jailbreak alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | awesome-llm-security | latent-jailbreak |
|---|---|---|
| Maintenance | Slowing (351d since push) As of 2w · github_public_v1 | Dormant (805d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Personal account As of 3w · 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
- latent-jailbreak
- Repository for evaluating text safety and output robustness of large language models
Stars
- awesome-llm-security
- 1.7k
- latent-jailbreak
- 39
Forks
- awesome-llm-security
- 312
- latent-jailbreak
- 2
Open issues
- awesome-llm-security
- 173
- latent-jailbreak
- 1
Language
- awesome-llm-security
- -
- latent-jailbreak
- 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
- latent-jailbreak
- Evaluation & Observability tool for assessing latent jailbreak phenomena in large language models
Persona
- awesome-llm-security
- -
- latent-jailbreak
- -
Runtime
- awesome-llm-security
- -
- latent-jailbreak
- -
License
- awesome-llm-security
- -
- latent-jailbreak
- MIT
Last pushed
- awesome-llm-security
- Aug 20, 2025
- latent-jailbreak
- May 21, 2024
Categories
- awesome-llm-security
- Evaluation & Observability
- latent-jailbreak
- Evaluation & Observability
Trust and health
Maintenance
- awesome-llm-security
- Slowing (36%)
- latent-jailbreak
- Dormant (18%)
Days since push
- awesome-llm-security
- 351d
- latent-jailbreak
- 805d
Open issues (now)
- awesome-llm-security
- 173
- latent-jailbreak
- 1
Owner type
- awesome-llm-security
- Organization
- latent-jailbreak
- User
Full report
- awesome-llm-security
- Trust report
- latent-jailbreak
- Trust report
Shared compatibility
- ChatGPT · awesome-llm-security: Works with ChatGPT · latent-jailbreak: Works with ChatGPT
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 latent-jailbreak if…
- Tags unique to latent-jailbreak: large language models, latent jailbreak, output robustness, text safety.
- When conducting detailed safety assessments of text generation from LLMs like BELLE, ChatGLM2, and ChatGPT
- Leaner open-issue backlog (1).
When NOT to use latent-jailbreak
- If quick performance testing without in-depth safety analysis is the priority
- When working exclusively with smaller or less complex models that do not exhibit latent jailbreak behavior
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 (qiuhuachuan/latent-jailbreak) · observed Aug 5, 2026
- GitHub forks (qiuhuachuan/latent-jailbreak) · observed Aug 5, 2026
- Last push (qiuhuachuan/latent-jailbreak) · observed May 21, 2024
- License file (MIT) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: awesome-llm-security 1.7k · latent-jailbreak 39 (synced Aug 6, 2026).
Common questions
- What is the difference between awesome-llm-security and latent-jailbreak?
- awesome-llm-security: A curation of tools, documents and projects about LLM Security. latent-jailbreak: Repository for evaluating text safety and output robustness of large language models. See the comparison table for live GitHub stats and shared categories.
- When should I choose awesome-llm-security over latent-jailbreak?
- Choose awesome-llm-security over latent-jailbreak 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 latent-jailbreak over awesome-llm-security?
- Choose latent-jailbreak over awesome-llm-security when Tags unique to latent-jailbreak: large language models, latent jailbreak, output robustness, text safety; When conducting detailed safety assessments of text generation from LLMs like BELLE, ChatGLM2, and ChatGPT; Leaner open-issue backlog (1).
- 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 latent-jailbreak?
- If quick performance testing without in-depth safety analysis is the priority When working exclusively with smaller or less complex models that do not exhibit latent jailbreak behavior
- Is awesome-llm-security or latent-jailbreak more popular on GitHub?
- awesome-llm-security has more GitHub stars (1,672 vs 39). Stars measure visibility, not whether either tool fits your constraints.
- Are awesome-llm-security and latent-jailbreak open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to awesome-llm-security or latent-jailbreak?
- GraphCanon lists graph-backed alternatives at awesome-llm-security alternatives and latent-jailbreak alternatives (awesome-llm-security markdown twin, latent-jailbreak 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 latent-jailbreak?
- awesome-llm-security: Slowing. latent-jailbreak: Dormant. 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 latent-jailbreak?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: awesome-llm-security trust report; latent-jailbreak trust report.