| --- |
| base_model: |
| - mistralai/Mistral-7B-Instruct-v0.2 |
| - segolilylabs/Lily-Cybersecurity-7B-v0.2 |
| language: |
| - en |
| tags: |
| - cybersecurity |
| - cyber security |
| - hacking |
| - mistral |
| - finetune |
| - ctf |
| datasets: |
| - ShadowEternity/CTF-writeups |
| --- |
| |
| # 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. |
|
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| As with any model, It can make mistakes. Consider checking important information. |
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| Stay within the law and use ethically. |
