CTF-Helper
Done for ML - Mini Project by:
- Akash Varunn
- Martin Rozariyo
- Praneesh R V
- Santosh Tharun
- Prasanna Kumar
Model description
CTFsolver is a fine-tuned Mistral-7B model, originally adapted from Lily-Cybersecurity-7B-v0.2. This model is specifically trained to assist with Capture The Flag (CTF) challenges, providing detailed writeups, exploit generation, and cybersecurity solutions.
Built on top of Mistral-7B, it incorporates cybersecurity knowledge from Lily-Cybersecurity-7B-v0.2 and has been further fine-tuned on real-world CTF challenge solutions and security research papers.
Training
CTFsolver has been fine-tuned on ShadowEternity's CTF-writeups dataset, containing:
Publicly available CTF solutions
Cybersecurity blogs and research papers
CTF challenge walkthroughs from top security teams
Limitations
Our model is fine-tuned on top of Lily-Cybersecurity which is finetuned from Mistral-7B-Instruct-v0.2 as such it inherits many of the biases from that model.
As with any model, It can make mistakes. Consider checking important information.
Stay within the law and use ethically.
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