Name Last Update
..
quantization Loading commit data...
.gitignore Loading commit data...
README.md Loading commit data...
const.py Loading commit data...
dataset.py Loading commit data...
deprecated.py Loading commit data...
fed_train.py Loading commit data...
model.py Loading commit data...
utils.py Loading commit data...

연합학습 기반 유해트래픽 탐지

  • Pytorch
  • CAN protocol 유해 트래픽 데이터 셋
  • FedAvg, FedProx, Fed using timestamp, Fed dynamic weight 논문 구현 및 성능 비교

Model train

  • Install PyTorch
  • Train model python3 fed_train.py --packet_num 3 --fold_num 0 --batch_size 128 --lr 0.001 --n_nets 100 --comm_type fedprox --comm_round 50