Table 5 Time headway under positive FII attacks.

From: Machine learning-based detection and mitigation of cyberattacks in adaptive cruise control systems

 

Clustered Attack (bias = + 8 t)

Continuous Attack (bias = + 20)

 

ACCDM

Degrade IDM

Naïve ACC

Ground truth

ACCDM

Degrade IDM

Naïve ACC

Ground truth

THW < 1.15

0%

0%

1.32%

0%

0%

2.88%

71.37%

0%

THW > 1.25

0%

0.37%

0%

0%

0%

71.42%

0.10%

0%

Collision

NO

NO

YES

NO

NO

YES

YES

NO

Max THW

1.24

1.27

1.24

1.24

1.24

1.68

1.26

1.24