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README.md
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---
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license: cc-by-4.0
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language: [en, tr]
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task_categories: [text-classification]
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tags: [prompt-injection, llm-security, ai-security, unicode, invisible-text, red-teaming, security, agent-security]
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pretty_name: "Invisible Unicode Prompt Injection"
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size_categories: [n<1K]
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configs: [{config_name: default, data_files: iui.jsonl}]
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---
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# Invisible Unicode Prompt Injection
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```python
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from datasets import load_dataset
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ds = load_dataset("fevziegeyurtsevenler/invisible-unicode-injection")
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```
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42 examples where innocent visible text hides an instruction in **invisible Unicode** (Tags block U+E0000–E007F, zero-width). The model reads the payload; a human reviewer sees nothing. Decode + detect them.
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Each row: `visible_text` (innocent), `hidden_payload` (decoded), `full_text` (with the real invisible chars), `technique`, `detected_by` (uncloak rule), `owasp`, `severity`, `defense`. **Scanned by [uncloak](https://github.com/fevziegeyurtsevenler/uncloak).**
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## Schema
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| column | meaning |
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|---|---|
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| visible_text | what a human sees |
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| hidden_payload | decoded hidden instruction |
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| full_text | text with the invisible characters |
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| technique, detected_by, owasp, severity, defense | labels |
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## Related AltaySec resources
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- 🕵️ **uncloak** — hidden prompt-injection scanner: [GitHub](https://github.com/fevziegeyurtsevenler/uncloak) · [live demo](https://fevziegeyurtsevenler.github.io/uncloak/)
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- 📚 Datasets: [detection-rules](https://huggingface.co/datasets/fevziegeyurtsevenler/prompt-injection-detection-rules) · [glossary](https://huggingface.co/datasets/fevziegeyurtsevenler/ai-security-glossary) · [skills-in-the-wild](https://huggingface.co/datasets/fevziegeyurtsevenler/skills-in-the-wild) · [agent-skill-vulnerabilities](https://huggingface.co/datasets/fevziegeyurtsevenler/agent-skill-vulnerabilities)
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- 🌐 [AltaySec](https://altaysec.com.tr) · [Açık Kaynak Lab](https://altaysec.com.tr/acik-kaynak)
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## Citation
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```bibtex
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@misc{yurtsevenler2026invisibleunicodeinjection,
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title = {Invisible Unicode Prompt Injection Dataset},
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author = {Yurtsevenler, Fevzi Ege},
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year = {2026},
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publisher = {AltaySec / Hugging Face},
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howpublished = {\url{https://huggingface.co/datasets/fevziegeyurtsevenler/invisible-unicode-injection}}
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}
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```
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⚠️ Defensive / authorized-use only. Multilingual-first LLM/agent security research by **[AltaySec](https://altaysec.com.tr)**.
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