Malicious Flows Generator Based on Data Balanced Algorithm

Mathematics

• Traffic 100%
• Intrusion Detection System 91%
• Generator 66%
• Overfitting 60%
• Network Structure 57%
• Imperfect 51%
• Machine Learning 49%
• Attack 45%
• Defects 45%
• Proportion 40%
• Computing 28%
• Model 14%

Business & Economics

• Generator 93%
• Intrusion Detection System 75%
• Overfitting 63%
• Machine Learning 59%
• Internet Technology 49%
• Network Structure 45%
• Defects 44%
• Attack 33%
• Proportion 32%

Engineering & Materials Science

• Intrusion detection 92%
• Machine learning 66%
• Defects 61%
• Internet 61%