llama-aingfw/README.md

library_name, pipeline_tag, tags

library_name	pipeline_tag	tags
transformers	text-generation	llama text-generation cybersecurity intrusion-detection ai-ngfw

llama-aingfw

Fine-tuned Llama model for network intrusion detection classification.

Description

This model was fine-tuned for network intrusion detection tasks using structured network flow features.

The model classifies traffic into:

• normal
• dos
• bruteforce
• web_attack
• botnet
• reconnaissance
• other_attack

Base Architecture

• LlamaForCausalLM
• Transformers

Example Prompt

Network Intrusion Detection Task

Classify into: normal, dos, bruteforce, web_attack, botnet, reconnaissance, other_attack

Features: Port: 80 Duration: 1000 Fwd Packets: 10 Bwd Packets: 8 Bytes/s: 500 Packets/s: 20 SYN: 1 ACK: 1 RST: 0

Answer:

Intended Use

Research, testing, and educational demonstrations of AI-assisted network intrusion detection systems.