Comparison
awesome-llm-security vs IB4LLMs
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 IB4LLMs if iB4LLMs (IBProtector) is an LLM jailbreak defense method using the Information Bottleneck principle to prevent adversarial prompts while preserving key information.
Markdown twin · awesome-llm-security alternatives · IB4LLMs alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | awesome-llm-security | IB4LLMs |
|---|---|---|
| Maintenance | Slowing (351d since push) As of 2w · github_public_v1 | Dormant (635d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Personal 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
- IB4LLMs
- Protecting Your LLMs with Information Bottleneck
Stars
- awesome-llm-security
- 1.7k
- IB4LLMs
- 25
Forks
- awesome-llm-security
- 312
- IB4LLMs
- 2
Open issues
- awesome-llm-security
- 173
- IB4LLMs
- 4
Language
- awesome-llm-security
- -
- IB4LLMs
- 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
- IB4LLMs
- IB4LLMs (IBProtector) is an LLM jailbreak defense method using the Information Bottleneck principle to prevent adversarial prompts while preserving key information.
Persona
- awesome-llm-security
- -
- IB4LLMs
- -
Runtime
- awesome-llm-security
- -
- IB4LLMs
- -
License
- awesome-llm-security
- -
- IB4LLMs
- -
Last pushed
- awesome-llm-security
- Aug 20, 2025
- IB4LLMs
- Nov 7, 2024
Categories
- awesome-llm-security
- Evaluation & Observability
- IB4LLMs
- Evaluation & Observability, LLM Frameworks
Trust and health
Maintenance
- awesome-llm-security
- Slowing (36%)
- IB4LLMs
- Dormant (18%)
Days since push
- awesome-llm-security
- 351d
- IB4LLMs
- 635d
Open issues (now)
- awesome-llm-security
- 173
- IB4LLMs
- 4
Owner type
- awesome-llm-security
- Organization
- IB4LLMs
- User
OSV dependency advisories
- awesome-llm-security
- No lockfile (source not queried)
- IB4LLMs
- Published findings
Full report
- awesome-llm-security
- Trust report
- IB4LLMs
- 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 IB4LLMs if…
- Pricing: License information unavailable; specific model pricing not provided..
- Requirements: Dependencies include datasets==2.14.5, torch==2.1.1, transformers==4.40.1 among others..
- Tags unique to IB4LLMs: evaluation scripts, finetuning, inference, information bottleneck.
- Also covers LLM Frameworks.
- When you need a specialized tool for guarding against jailbreaks in your language models without losing important data.
When NOT to use IB4LLMs
- If you require a more generalized model protection approach that does not rely strictly on the Information Bottleneck principle.
- When your environment lacks support for specific packages like `fschat==0.2.20` which is crucial and cannot be updated due to potential conflicts.
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 (zichuan-liu/IB4LLMs) · observed Aug 5, 2026
- GitHub forks (zichuan-liu/IB4LLMs) · observed Aug 5, 2026
- Last push (zichuan-liu/IB4LLMs) · observed Nov 7, 2024
- License file (unknown) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: awesome-llm-security 1.7k · IB4LLMs 25 (synced Aug 6, 2026).
Common questions
- What is the difference between awesome-llm-security and IB4LLMs?
- awesome-llm-security: A curation of tools, documents and projects about LLM Security. IB4LLMs: Protecting Your LLMs with Information Bottleneck. See the comparison table for live GitHub stats and shared categories.
- When should I choose awesome-llm-security over IB4LLMs?
- Choose awesome-llm-security over IB4LLMs 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 IB4LLMs over awesome-llm-security?
- Choose IB4LLMs over awesome-llm-security when Pricing: License information unavailable; specific model pricing not provided.; Requirements: Dependencies include datasets==2.14.5, torch==2.1.1, transformers==4.40.1 among others.; Tags unique to IB4LLMs: evaluation scripts, finetuning, inference, information bottleneck; Also covers LLM Frameworks; When you need a specialized tool for guarding against jailbreaks in your language models without losing important data.
- 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 IB4LLMs?
- If you require a more generalized model protection approach that does not rely strictly on the Information Bottleneck principle. When your environment lacks support for specific packages like
fschat==0.2.20which is crucial and cannot be updated due to potential conflicts. - Is awesome-llm-security or IB4LLMs more popular on GitHub?
- awesome-llm-security has more GitHub stars (1,672 vs 25). Stars measure visibility, not whether either tool fits your constraints.
- Are awesome-llm-security and IB4LLMs open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to awesome-llm-security or IB4LLMs?
- GraphCanon lists graph-backed alternatives at awesome-llm-security alternatives and IB4LLMs alternatives (awesome-llm-security markdown twin, IB4LLMs 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 IB4LLMs?
- awesome-llm-security: Slowing. IB4LLMs: 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 IB4LLMs?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: awesome-llm-security trust report; IB4LLMs trust report.