Non-Profiled Deep Learning-Based Side-Channel Preprocessing with Autoencoders

Keyphrases

• Attacker 33%
• Autoencoder 100%
• Chipwhisperer 33%
• Cryptanalysis 33%
• Custom Dataset 33%
• Deep Learning 33%
• Deep Learning Methods 100%
• Hiding Countermeasure 33%
• High-order Side-channel Attacks 33%
• Linear Discriminant Analysis 33%
• Lite 33%
• Masking Countermeasure 33%
• New Principle 33%
• Preprocessing Techniques 33%
• Principal Coordinate Analysis (PCoA) 33%
• Proposed Methodology 33%
• Side Channel 100%
• Side-channel Attacks 66%
• Side-channel Information 33%
• Signal Processing 33%
• Training Data 33%
• Training Principles 33%

Computer Science

• Attackers 20%
• Autoencoder 100%
• Component Analysis 20%
• Cryptanalysis 20%
• Deep Learning Method 100%
• Deep Learning Technique 20%
• Domain Knowledge 20%
• Linear Discriminant Analysis 20%
• Principal Components 20%
• side-channel 100%
• Training Data 20%