Adversarial Machine Learning in Text Processing: A Literature Survey

Keyphrases

• Machine Learning Algorithms 100%
• Text Processing 100%
• Training Model 100%
• Adversarial Learning 100%
• Text Generation 100%
• Text Generation Model 66%
• Computer-generated Text 66%
• Machine Learning 33%
• New Memory 33%
• Attacker 33%
• Human-machine Systems 33%
• Real-time Constraints 33%
• Text-to-image 33%
• Human Judgment 33%
• Utilization Rate 33%
• Processing Applications 33%
• Writing Style 33%
• Memory Consumption 33%
• Memory Models 33%
• Transformer 33%
• Increased Performance 33%
• Increasing Trends 33%
• Targeted Methods 33%
• Major Subject 33%
• Generation Algorithm 33%
• Assessment Metrics 33%
• Adversarial Model 33%
• White-box Attack 33%
• Latent Representation 33%
• Black Hole Attack 33%
• Targeted Adversarial Attack 33%
• Defense Model 33%
• Sentence Embedding Models 33%
• Attack Generation 33%
• Conditional GAN 33%
• Semi-automated Assessment 33%
• Adversarial Text 33%
• Targeted Attack 33%

Computer Science

• Adversarial Machine Learning 100%
• Text Processing 100%
• Machine Learning Algorithm 75%
• Generation Model 50%
• Research Effort 25%
• Machine Learning 25%
• Attackers 25%
• Information System 25%
• Systems and Application 25%
• Time Constraint 25%
• Memory Model 25%
• Memory Utilization 25%
• Adversarial Model 25%
• Targeted Attack 25%

Chemical Engineering

• Learning System 100%