Graph Embedding Based Familial Analysis of Android Malware using Unsupervised Learning

Keyphrases

• Unsupervised Learning 100%
• Graph Embedding 100%
• Android Malware 100%
• Familial Analysis 100%
• Security Threats 25%
• Malware 25%
• Rapid Growth 25%
• Behavioral Model 25%
• Network Applications 25%
• Low Efficiency 25%
• Supervised Learning 25%
• Labeled Data 25%
• High Complexity 25%
• Community Detection 25%
• Graph Matching 25%
• Runtime Overhead 25%
• Labeled Sample 25%
• Linked Networks 25%
• Structural Role 25%
• Similarity Relation 25%
• Smartphone Users 25%
• Unlabeled Samples 25%
• Malware Analysis 25%
• Malware Sample 25%
• API Calls 25%
• Sensitive API 25%
• Program Semantics 25%
• Graph Complexes 25%
• Clustering Results 25%
• Familial Traits 25%
• Fine-Grained Behaviors 25%

Computer Science

• Unsupervised Learning 100%
• Android Malware 100%
• Subgraphs 50%
• Supervised Learning 25%
• Malware 25%
• Graph Matching 25%
• Clustering Result 25%
• Community Detection 25%
• Unlabeled Sample 25%
• Similarity Relationship 25%
• Malware Analysis 25%
• Malware Sample 25%
• Detection Algorithm 25%
• Behavior Model 25%