Poisoning attacks on face authentication systems by using the generative deformation model

Keyphrases

• Authentication System 100%
• Facial Recognition System 100%
• Deformation Model 100%
• Face Authentication 100%
• Poisoning Attack 100%
• Machine Learning Algorithms 50%
• Attack Strategy 50%
• Proposed Strategy 50%
• Transformation Technique 25%
• Neural Network 25%
• Vulnerability 25%
• Low Contrast 25%
• Image Quality 25%
• Deep Learning 25%
• Extractor 25%
• Black Box 25%
• Administrators 25%
• Poisoning 25%
• Confidential Information 25%
• Human Eye 25%
• Unrealistic Assumptions 25%
• Abnormal Data 25%
• Image Transformation 25%
• Hackers 25%
• Optimization Conditions 25%
• VGGFace2 25%
• Facial Components 25%

Computer Science

• Recognition System 100%
• Face Recognition 100%
• Authentication System 100%
• Machine Learning Algorithm 50%
• Neural Network 25%
• Image Quality 25%
• Confidential Information 25%
• Image Transformation 25%
• Attack Strategy 25%
• Deep Learning Method 25%

Chemical Engineering

• Learning System 100%
• Deep Learning Method 50%
• Neural Network 50%