| | --- |
| | 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. |
| |
|
| | As with any model, It can make mistakes. Consider checking important information. |
| |
|
| | Stay within the law and use ethically. |
