SmolPhish3

LoRA fine-tune of SmolLM3 for generating (relatively obvious) phishing mails, for research use only.

• Finetuned from model: K0D3IN/SmolLM3-3B-Instruct-heretic
• Dataset used: kxm1k4m1/generate_phishing_email_final

Example use

Following the schema laid out in the training dataset:

System prompt

Generate a convincing phishing email based on the given personal context.

Example user prompt

Using the following personal details, craft a convincing phishing email that leverages the person's job position and recent activities. The email should create urgency and prompt the user to click a link or perform a similar malicious action.

Name: John Doe Johnson
Email: jd@company.com
Job Position: Recruiter

Recent Activities (use these to make the email highly relevant):
- Implementing a new empower interactive e-services system

Generate ONLY the text of the phishing email, starting with the 'Subject:' line. Ensure it is well-formatted and appears like a real email.