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.
