AN UNSUPERVISED MALWARE DETECTION SYSTEM FOR WINDOWS BASED SYSTEM CALL SEQUENCES

Keyphrases

• Deep Learning Methods 100%
• System Call Sequence 100%
• Malware Detection 100%
• Window-based 100%
• Machine Learning Techniques 66%
• Artificial Intelligence 33%
• Text Classification 33%
• Recall Measures 33%
• Precision-recall 33%
• Precision Measure 33%
• Security Threats 33%
• Performance Parameters 33%
• Financial Loss 33%
• Cybersecurity 33%
• CNN-RNN 33%
• Malware 33%
• Convolutional Long Short-term Memory (ConvLSTM) 33%
• Unsupervised Deep Learning 33%
• Cybersecurity Industry 33%
• Accuracy Measure 33%
• Large Amount of Data 33%
• Exponential Growth 33%
• Malware Variants 33%
• Malware Attacks 33%
• F1-measure 33%
• LSTM Autoencoder 33%

Computer Science

• Autoencoder 33%