# Awesome List Submissions for prompt-shield

> Ready-to-submit PR content for top awesome lists. Fork each repo, make the edit, and open the PR with the provided title/description.

## Submission Tracker

- [ ] **corca-ai/awesome-llm-security** (1,547 stars) — Tools section
- [ ] **ottosulin/awesome-ai-security** (836 stars) — LLM Guardrails section
- [ ] **tldrsec/prompt-injection-defenses** (654 stars) — Guardrails / Firewalls section
- [ ] **TalEliyahu/Awesome-AI-Security** (602 stars) — Tools section
- [ ] **Joe-B-Security/awesome-prompt-injection** (427 stars) — Defense/mitigation section

---

## 1. corca-ai/awesome-llm-security

| Field | Value |
|-------|-------|
| **Repo** | https://github.com/corca-ai/awesome-llm-security |
| **Stars** | 1,547 |
| **Section** | Tools |
| **Priority** | 1 (highest) |

### Markdown line to add

```markdown
- [prompt-shield](https://github.com/mthamil107/prompt-shield) - Self-learning prompt injection detection engine with 23 detectors, PII redaction, ensemble scoring, and a self-hardening vector similarity vault.
```

### PR title

```
Add prompt-shield to Tools
```

### PR description

```
Adds [prompt-shield](https://github.com/mthamil107/prompt-shield) to the **Tools** section.

prompt-shield is an open-source, self-learning prompt injection detection engine for Python. Key features:

- 23 detection modules (regex patterns, heuristics, DeBERTa ML classifier)
- Ensemble scoring with configurable thresholds
- Self-hardening vector similarity vault that learns from new attacks
- PII detection and redaction (16+ entity types)
- FastAPI / Flask / Django middleware, LangChain & LlamaIndex integrations
- CLI for scanning prompts and files

GitHub: https://github.com/mthamil107/prompt-shield
PyPI: https://pypi.org/project/prompt-shield/
```

---

## 2. ottosulin/awesome-ai-security

| Field | Value |
|-------|-------|
| **Repo** | https://github.com/ottosulin/awesome-ai-security |
| **Stars** | 836 |
| **Section** | Defensive tools and frameworks > LLM Guardrails |
| **Priority** | 2 |

### Markdown line to add

```markdown
- [prompt-shield](https://github.com/mthamil107/prompt-shield) - Self-learning prompt injection detection engine with 23 pattern + ML detectors, PII redaction, 3-gate agent protection, and community threat intelligence sharing.
```

### PR title

```
Add prompt-shield to LLM Guardrails
```

### PR description

```
Adds [prompt-shield](https://github.com/mthamil107/prompt-shield) to the **Defensive tools and frameworks > LLM Guardrails** section.

prompt-shield is an open-source prompt injection detection engine for Python with:

- 23 pattern + ML detectors (regex, heuristics, DeBERTa classifier)
- PII detection and redaction (16+ entity types)
- 3-gate agent protection architecture
- Community threat intelligence sharing via threat feed
- Ensemble scoring with configurable thresholds
- Self-hardening vector similarity vault
- Middleware for FastAPI, Flask, Django; integrations with LangChain & LlamaIndex

GitHub: https://github.com/mthamil107/prompt-shield
```

---

## 3. tldrsec/prompt-injection-defenses

| Field | Value |
|-------|-------|
| **Repo** | https://github.com/tldrsec/prompt-injection-defenses |
| **Stars** | 654 |
| **Section** | Guardrails & Overseers / Firewalls & Filters (or Tools, whichever exists) |
| **Priority** | 3 |

### Markdown line to add

```markdown
- [prompt-shield](https://github.com/mthamil107/prompt-shield) - Open-source prompt injection firewall with 23 detectors (regex + DeBERTa ML), ensemble scoring, self-learning vault, canary tokens, PII redaction, and OWASP LLM Top 10 compliance mapping. Python library with FastAPI/Flask/Django middleware, LangChain/LlamaIndex integrations, and CLI.
```

### PR title

```
Add prompt-shield — open-source prompt injection firewall
```

### PR description

```
Adds [prompt-shield](https://github.com/mthamil107/prompt-shield) to the defenses list.

prompt-shield is an open-source prompt injection firewall for Python applications. Highlights:

- **23 detectors** — regex patterns, heuristic checks, DeBERTa ML classifier
- **Ensemble scoring** — weighted combination of detector signals with configurable thresholds
- **Self-learning vault** — vector similarity store that hardens itself against novel attacks
- **Canary tokens** — planted tokens to detect prompt leakage
- **PII redaction** — detects and redacts 16+ PII entity types
- **OWASP LLM Top 10 mapping** — compliance coverage documentation
- **Framework middleware** — FastAPI, Flask, Django
- **LLM framework integrations** — LangChain, LlamaIndex
- **CLI** — scan prompts and files from the command line

GitHub: https://github.com/mthamil107/prompt-shield
PyPI: https://pypi.org/project/prompt-shield/
```

---

## 4. TalEliyahu/Awesome-AI-Security

| Field | Value |
|-------|-------|
| **Repo** | https://github.com/TalEliyahu/Awesome-AI-Security |
| **Stars** | 602 |
| **Section** | Tools |
| **Priority** | 4 |

### Markdown line to add

```markdown
[prompt-shield](https://github.com/mthamil107/prompt-shield) -- Self-learning prompt injection detection engine for LLM applications with 23 detectors, PII redaction, and community threat feed.
```

> **Note:** This list uses double-dash (`--`) separators, not single-dash.

### PR title

```
Add prompt-shield to Tools
```

### PR description

```
Adds [prompt-shield](https://github.com/mthamil107/prompt-shield) to the **Tools** section.

prompt-shield is an open-source, self-learning prompt injection detection engine for LLM applications. Features include 23 detection modules (regex + ML), PII redaction, ensemble scoring, a self-hardening vector vault, and a community threat feed.

GitHub: https://github.com/mthamil107/prompt-shield
```

---

## 5. Joe-B-Security/awesome-prompt-injection

| Field | Value |
|-------|-------|
| **Repo** | https://github.com/Joe-B-Security/awesome-prompt-injection |
| **Stars** | 427 |
| **Section** | Defense / Mitigation |
| **Priority** | 5 |

### Markdown line to add

```markdown
- [prompt-shield](https://github.com/mthamil107/prompt-shield) - Prompt injection detection engine with 23 detectors, ensemble scoring, self-learning vault, and PII redaction.
```

### PR title

```
Add prompt-shield to defense/mitigation tools
```

### PR description

```
Adds [prompt-shield](https://github.com/mthamil107/prompt-shield) to the defense/mitigation section.

prompt-shield is an open-source prompt injection detection engine with:

- 23 detectors (regex patterns, heuristics, DeBERTa ML classifier)
- Ensemble scoring with configurable thresholds
- Self-learning vector similarity vault
- PII detection and redaction
- FastAPI / Flask / Django middleware
- LangChain & LlamaIndex integrations

GitHub: https://github.com/mthamil107/prompt-shield
```

---

## Submission Workflow

1. Fork the target repo
2. Create a branch (e.g., `add-prompt-shield`)
3. Add the markdown line to the correct section (alphabetically if the list is sorted)
4. Open a PR with the title and description above
5. Check off the item in the tracker at the top of this file
