On the relativity of time: Implications and challenges of data drift on long-term effective android malware detection

Keyphrases

• Relativity 100%
• Concept Drift 100%
• Android Malware Detection 100%
• Data Drift 100%
• Timestamping 66%
• Model Building 33%
• High Performance 33%
• Detection Performance 33%
• Adaptive Capacity 33%
• Machine Learning 33%
• Learning Model 33%
• Long-term Performance 33%
• Dynamic Features 33%
• Threat Landscape 33%
• Mobile Malware Detection 33%
• Static Features 33%
• Drift Modelling 33%
• Historical Timeline 33%
• Malware Attacks 33%
• Resilient Model 33%
• Operational Settings 33%
• Detection Solution 33%

Computer Science

• Malware Detection 100%
• Concept Drift 100%
• Android Malware 100%
• Data Handling 33%
• Detection Performance 33%
• Machine Learning 33%
• Learning System 33%
• Threat Landscape 33%
• Mobile Malware 33%
• Malware 33%