saidimn/ids-cnn-cicids2017

IDS CNN-1D Hybrid Pipeline

Two-stage deep learning for network intrusion detection.

Files

File	Description
cnn1d_binary.pth	Binary classifier (BENIGN vs ATTACK)
cnn1d_attacks_only.pth	Attack type classifier (14 classes)
scaler.pkl	Feature scaler
label_encoder_attacks.pkl	Label encoder

Attack Classes

DoS Hulk, DoS GoldenEye, DoS slowloris, DoS Slowhttptest, DDoS, PortScan, FTP-Patator, SSH-Patator, Bot, Web Attack - Brute Force, Web Attack - XSS, Web Attack - SQL Injection, Infiltration, Heartbleed

Usage

from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="saidimn/ids-cnn-cicids2017", filename="cnn1d_binary.pth")