Robust Detection of Machine-induced Audio Attacks in Intelligent Audio Systems with Microphone Array

Keyphrases

• Robust Detection 100%
• Audio Systems 100%
• Microphone Array 100%
• Audio Attacks 100%
• Multi-channel 42%
• Multichannel Audio 42%
• Audio 28%
• Equal Error Rate 28%
• Acoustic Environment 28%
• Potential Gains 14%
• Noise Reduction 14%
• Apple 14%
• Vulnerability 14%
• Privacy Concerns 14%
• Holistic Solution 14%
• Specific Types 14%
• Security Threats 14%
• Playback 14%
• Spatial Data 14%
• Deep Learning Model 14%
• Security Privacy 14%
• Single Channel 14%
• Dual-channel 14%
• Public Concern 14%
• Adaptive Training 14%
• Spectrogram 14%
• Model Generalization 14%
• Machine Settings 14%
• One Solution 14%
• Unsupervised Domain Adaptation 14%
• Defense Strategy 14%
• Voice Command 14%
• Amazon Echo 14%
• Self-collected 14%
• Voice Recognition 14%
• Audio Adversarial Example 14%
• Channel Replay 14%
• Undetectable Attacks 14%
• Attack Synthesis 14%
• Replay Attack 14%
• Human Speech 14%
• Hidden Voices 14%
• Attacks Datasets 14%
• Training Framework 14%
• Replay Attack Dataset 14%
• Audio Devices 14%

Computer Science

• Multichannel Audio 100%
• Equal Error Rate 66%
• Potential Benefit 33%
• Security and Privacy 33%
• Generalizability 33%
• Good Performance 33%
• Deep Learning Model 33%
• Spatial Information 33%
• Adversarial Example 33%
• Unsupervised Domain Adaptation 33%
• Defense Strategy 33%
• Privacy Threat 33%
• Voice Recognition 33%