---
title: "awesome-llm-security vs anti-lie"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/corca-ai-awesome-llm-security-vs-lc198707-anti-lie"
tools: ["corca-ai-awesome-llm-security", "lc198707-anti-lie"]
---

# awesome-llm-security vs anti-lie

*GraphCanon updated Sep 20, 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 anti-lie if anti-Lie offers an LLM claim auditing layer using T1-T7 truth gradients to achieve high business effectiveness on fact-checking benchmarks.

[awesome-llm-security](https://github.com/corca-ai/awesome-llm-security) reports 1.7k GitHub stars, 347 forks, and 207 open issues, last pushed Aug 20, 2025. [anti-lie](https://github.com/lc198707/anti-lie) has 89 stars, 6 forks, and 0 open issues, last pushed May 10, 2026. Figures are from public GitHub metadata via [awesome-llm-security's repository](https://github.com/corca-ai/awesome-llm-security) and [anti-lie's repository](https://github.com/lc198707/anti-lie).

| | [awesome-llm-security](/tools/corca-ai-awesome-llm-security.md) | [anti-lie](/tools/lc198707-anti-lie.md) |
| --- | --- | --- |
| Tagline | A curation of tools, documents and projects about LLM Security | An LLM Claim Auditing Layer with truth gradients for verifying factual claims |
| Stars | 1,692 | 89 |
| Forks | 347 | 6 |
| Open issues | 207 | 0 |
| Language | - | Python |
| 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 | Anti-Lie offers an LLM claim auditing layer using T1-T7 truth gradients to achieve high business effectiveness on fact-checking benchmarks. |
| Persona | - | - |
| Runtime | - | - |
| License | - | MIT License, allows easy integration, inspection, forks, embeds, and improvements of the tool in various agent runtimes and audit systems. |
| 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) | [anti-lie](/tools/lc198707-anti-lie.md) |
| --- | --- | --- |
| Maintenance | Dormant (18%) | Slowing (36%) |
| Days since push | 382d | 121d |
| Open issues (now) | 207 | 0 |
| Stars delta | +20 (30d) | 0 (30d) |
| Open issues delta | +34 (30d) | 0 (30d) |
| Owner type | Organization | User |
| Full report | [trust report](/tools/corca-ai-awesome-llm-security/trust.md) | [trust report](/tools/lc198707-anti-lie/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: anti-lie

- **Pricing:** freemium - The software is free (open source). However, additional compliance documents may incur costs or delays.
- **Adopt for:** Anti-Lie offers an LLM claim auditing layer using T1-T7 truth gradients to achieve high business effectiveness on fact-checking benchmarks.
- **License detail:** MIT License, allows easy integration, inspection, forks, embeds, and improvements of the tool in various agent runtimes and audit systems.

## 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 anti-lie if…

- Pricing: The software is free (open source). However, additional compliance documents may incur costs or delays..
- Tags unique to anti-lie: agent-skills, ai-safety, anti-lie, audit.
- When you require high accuracy in verifying factual claims made by LLMs, achieving a reported 98.1% effectiveness on benchmark testing with LiarBench v0.2

## 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 anti-lie

- When the target platform is not Linux or macOS, as current service definitions are specific to these operating systems (systemd for Linux, launchd for macOS)
- If your project does not require an outbound hook bundle including both a Python verifier and a Node.js shadow worker

## Common questions

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

awesome-llm-security: A curation of tools, documents and projects about LLM Security. anti-lie: An LLM Claim Auditing Layer with truth gradients for verifying factual claims. See the comparison table for live GitHub stats and shared categories.

### When should I choose awesome-llm-security over anti-lie?

Choose awesome-llm-security over anti-lie 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 anti-lie over awesome-llm-security?

Choose anti-lie over awesome-llm-security when Pricing: The software is free (open source). However, additional compliance documents may incur costs or delays.; Tags unique to anti-lie: agent-skills, ai-safety, anti-lie, audit; When you require high accuracy in verifying factual claims made by LLMs, achieving a reported 98.1% effectiveness on benchmark testing with LiarBench v0.2.

### 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 anti-lie?

When the target platform is not Linux or macOS, as current service definitions are specific to these operating systems (systemd for Linux, launchd for macOS) If your project does not require an outbound hook bundle including both a Python verifier and a Node.js shadow worker

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

awesome-llm-security has more GitHub stars (1,692 vs 89). Stars measure visibility, not whether either tool fits your constraints.

### Are awesome-llm-security and anti-lie open source?

Yes - both are open-source projects on GitHub.

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

GraphCanon lists graph-backed alternatives at [awesome-llm-security alternatives](/tools/corca-ai-awesome-llm-security/alternatives) and [anti-lie alternatives](/tools/lc198707-anti-lie/alternatives) ([awesome-llm-security markdown twin](/tools/corca-ai-awesome-llm-security/alternatives.md), [anti-lie markdown twin](/tools/lc198707-anti-lie/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-lc198707-anti-lie.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 anti-lie?

awesome-llm-security: Dormant. anti-lie: Slowing. 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 anti-lie?

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); [anti-lie trust report](/tools/lc198707-anti-lie/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/_