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smziaurrashid authored Nov 11, 2024
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| | **OWASP LLM Vulnerabilities** | Essentials of securing Large Language Models (LLMs), covering basic to advanced security practices.| Checkmarx | Interactive Lab | Beginner | Free with OWASP Membership | [OWASP LLM Vulnerabilities](https://owasp.codebashing.com/app/course?courseUuid=d0e55509-bff3-4860-8d0e-141a59ef152b) |
| | **OWASP TOP 10 for LLM** | Scenario-based LLM security vulnerabilities and their mitigation strategies. | Security Compass | Interactive Lab | Beginner | Free | [OWASP TOP 10 for LLM](https://application.security/free/llm) |
| | **Web LLM Attacks** | Hands-on lab to practice exploiting LLM vulnerabilities. | Portswigger | Lab | Beginner | Free | [Web LLM Attacks](https://portswigger.net/web-security/llm-attacks) |
| **CTF Competitions** | **AI Capture The Flag** | A series of AI-themed challenges ranging from easy to hard, hosted by DEFCON AI Village. | Crucible / AIV | CTF | Beginner, Intermediate | Free | [AI Capture The Flag](https://crucible.dreadnode.io/) |
| **CTF Practices** | **AI Capture The Flag** | A series of AI-themed challenges ranging from easy to hard, hosted by DEFCON AI Village. | Crucible / AIV | CTF | Beginner, Intermediate | Free | [AI Capture The Flag](https://crucible.dreadnode.io/) |
| | **IEEE SaTML CTF 2024** | A Capture-the-Flag competition focused on Large Language Models. | IEEE | CTF | Beginner, Intermediate | Free | [IEEE SaTML CTF 2024](https://ctf.spylab.ai/) |
| | **Gandalf Prompt CTF** | A gamified challenge focusing on prompt injection techniques. | Lakera | CTF | Beginner | Free | [Gandalf Prompt CTF](https://gandalf.lakera.ai/) |
| | **HackAPrompt** | A prompt injection playground for participants of the HackAPrompt competition. | AiCrowd | CTF | Beginner | Free | [HackAPrompt](https://huggingface.co/spaces/hackaprompt/playground) |
| | **AI CTF** | AI/ML themed challenges to be solved over a 36-hour period. | PHDay | CTF | Beginner, Intermediate | Free | [AI CTF](https://aictf.phdays.fun/) |
| | **Prompt Injection Lab** | An immersive lab focused on gamified AI prompt injection challenges. | ImmersiveLabs | CTF | Beginner | Free | [Prompt Injection Lab](https://prompting.ai.immersivelabs.com/) |
| | **Doublespeak** | A text-based AI escape game designed to practice LLM vulnerabilities. | Forces Unseen | CTF | Beginner | Free | [Doublespeak](https://doublespeak.chat/#/) |
| **Talks** | **AI is just software, what could possible go wrong w/ Rob van der Veer** | The talk explores the dual nature of AI as both a powerful tool and a potential security risk, emphasizing the importance of secure AI development and oversight. | OWASP Lisbon Global AppSec 2024 | Conference | N/A | Free | [YouTube](https://www.youtube.com/watch?v=43cv4f--UU4) |
| | **Lessons Learned from Building & Defending LLM Applications** | Andra Lezza and Javan Rasokat discuss lessons learned in AI security, focusing on vulnerabilities in LLM applications, particularly chatbots. | DEF CON 32 | Conference | N/A | Free | [YouTube](https://www.youtube.com/watch?v=2-C7xSJ9rhI) |
| | **Practical LLM Security: Takeaways From a Year in the Trenches** | NVIDIA’s AI Red Team shares insights on securing LLM integrations, focusing on identifying risks, common attacks, and effective mitigation strategies. | Black Hat USA 2024 | Conference | N/A | Free | [YouTube](https://www.youtube.com/watch?v=Rhpqiunpu0c) |
| | **Hacking generative AI with PyRIT** | Rajasekar from Microsoft AI Red Team presents PyRIT, a tool for identifying vulnerabilities in generative AI systems, emphasizing the importance of safety and security. | Black Hat USA 2024 | Walkthrough | N/A | Free | [YouTube](https://www.youtube.com/watch?v=M_H8ulTMAe4) |

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