---
library_name: transformers
pipeline_tag: text-generation
tags:
- 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.