Physical security of deep learning on edge devices: Comprehensive evaluation of fault injection attack vectors

Physik & Astronomy

• learning 100%
• attack 99%
• injection 67%
• evaluation 58%
• countermeasures 13%
• decision making 13%
• genetic algorithms 11%
• grids 8%
• activation 8%
• magnetic permeability 7%
• lasers 4%

Ingenieurwesen & Materialwissenschaft

• Deep neural networks 89%
• Deep learning 82%
• Edge computing 22%
• Side channel attack 22%
• Electric fault location 21%
• Smart power grids 17%
• Chemical activation 16%
• Lasers 13%
• Servers 13%
• Decision making 13%
• Genetic algorithms 12%

Chemische Bestandteile

• Environment 52%