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| title: OWASP Agent Memory Guard Playground | |
| emoji: 🛡️ | |
| colorFrom: blue | |
| colorTo: yellow | |
| sdk: gradio | |
| sdk_version: 4.44.1 | |
| python_version: "3.11" | |
| app_file: app.py | |
| pinned: true | |
| license: apache-2.0 | |
| tags: | |
| - security | |
| - ai-safety | |
| - owasp | |
| - memory-poisoning | |
| - prompt-injection | |
| - agent-security | |
| # OWASP Agent Memory Guard — Interactive Playground | |
| Test memory entries against AMG's threat detection engine in real-time. This Space demonstrates detection of: | |
| - **Prompt Injection** — system token injection, chat-ML delimiters | |
| - **Secret Leakage** — API keys, tokens, private keys | |
| - **Role Hijacking** — identity manipulation attempts | |
| - **Instruction Override** — "ignore previous instructions" patterns | |
| - **Data Exfiltration** — outbound data transfer attempts | |
| - **Integrity Tampering** — fact manipulation in stored memories | |
| ## Links | |
| - [OWASP Project Page](https://owasp.org/www-project-agent-memory-guard/) | |
| - [GitHub Repository](https://github.com/OWASP/www-project-agent-memory-guard) | |
| - [PyPI Package](https://pypi.org/project/agent-memory-guard/) | |
| - [Research Paper (arXiv)](https://arxiv.org/abs/2505.15849) | |
| - [Dataset: Memory Poisoning Attack Corpus](https://huggingface.co/datasets/vgudur/memory-poisoning-attack-corpus) | |