haiderabbas12/Qwen3-32B-RedTeam-LoRA

Red Team Security Agent (LoRA Adapter for Qwen3-32B)

This is a LoRA adapter fine-tuned on the Qwen3-32B base model for Red Team security research and vulnerability analysis (Path Traversal, SQLi). The fine-tuning specialized the model to generate Proof-of-Concept (PoC) exploit strings and report the attack vector.

Intended Use

• Educational purposes and learning exploit construction.
• Internal security auditing and vulnerability discovery.
• Ethical research on large language model safety alignment.

Out-of-Scope Use (Policy Compliance)

• Generation of malware or malicious code targeting specific organizations.
• Phishing or social engineering campaigns.
• Autonomous attack generation without human review.

This model was trained using Unsloth's optimized methods on a single A100 GPU.