Table 4 Comparison with other intrusion detection approaches
From: On specification-based cyber-attack detection in smart grids
Ref. | Tech. | Proto. | Environ. | Att. | Mat. | Exp. | Det. | Perf. |
|---|---|---|---|---|---|---|---|---|
Al Balushi et al. (2016) | Ontology | Modbus TCP | Simulation | Mixed | M | L | M | L |
Cruz et al. (2016) | Machine-learning | Modbus TCP | Testbed | Protocol | H | H | M | H |
Udd et al. (2016) | Specification | IEC-104 | Simulation | Channel | H | L | M | H |
Yang et al. (2016) | Specification | IEC 61850 | Testbed | Packet | H | M | L | H |
Adepu and Mathur (2018) | Automata | Eth/IP | Testbed | Location | H | H | L | N/A |
Lin et al. (2016) | Semantic | DNP3 | Simulation | Control | H | L | M | L |
Wang and Feng (2018) | Time series | IEC-104 | Simulation | SCADA | L | L | M | N/A |
our SIDS | Specification | IEC-104 | Testbed | FDI | H | H | H | M |