Learning-based attacks in cyber-physical systems

Mathematics

• Attack 90%
• Controller 85%
• Learning 81%
• Deception 47%
• Control Policy 38%
• Learning Algorithm 35%
• Sensor 34%
• Scalar 33%
• Authentication 20%
• Privacy 19%
• Nonlinear Process 18%
• System Dynamics 17%
• Reproducing Kernel Hilbert Space 16%
• Abstraction 16%
• Immediately 14%
• Categorical or nominal 14%
• Gaussian Process 14%
• Disturbance 14%
• Estimate 13%
• Linear Time 13%
• Discrete-time 12%
• Lower bound 9%
• Upper bound 9%
• Performance 8%
• Invariant 8%
• Arbitrary 7%

Engineering & Materials Science

• Cyber Physical System 100%
• Controllers 48%
• Learning algorithms 24%
• Hilbert spaces 19%
• Sensors 15%
• Authentication 12%
• Dynamical systems 12%