EURASIP Journal on Wireless Communications and Networking

Table 5 Trigger rates of various anomalies

From: ADS-B spoofing attack detection method based on LSTM

Attack type	Trigger rates	F1-score
Random noise	1.0000	0.9548
Fixed offset+	1.0000	0.9830
Fixed offset −	1.0000	0.9834
Route	1.0000	0.9885
Height offset+	0.9621	0.8928
Height offset −	1.0000	0.9200
Speed offset+	0.8958	0.8853
Speed offset −	0.9167	0.6470
Heading	0.8542	0.5052
Climb rate	0.9792	0.2969

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