Intrusion Detection on Tesla Model 3 CAN bus dataset
0.187Latency (ms)CNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CNNParams (M)=0.011, FLOPs (G)=0.001, Sequence Length (L)=100, Batch Size=12026.06 | 0.187 | 9.18 | |
| CANShieldParams (M)=0.209, FLOPs (G)=0.020, Sequence Length (L)=100, Batch Size=12026.06 | 0.604 | 29.68 | |
| GIDSParams (M)=0.644, FLOPs (G)=0.062, Sequence Length (L)=100, Batch Size=12026.06 | 0.742 | 13.06 | |
| CanTransformerParams (M)=0.407, FLOPs (G)=0.027, Sequence Length (L)=100, Batch Size=12026.06 | 0.943 | 13.53 | |
| MIDSParams (M)=4.121, FLOPs (G)=0.010, Sequence Length (L)=100, Batch Size=12026.06 | 1.147 | 27.1 |