… dependency graphs. To battle transformation attacks, we extract a weighted contextual API
dependency graph … and zero-day malware, we introduce graph similarity metrics to uncover …

… dependency graphs. To battle transformation attacks, we extract a weighted contextual API
dependency graph … and zero-day malware, we introduce graph similarity metrics to uncover …

… behaviors using Weighted Contextual API Dependency Graphs (WC-ADG). At a high level,
a WC-ADG consists of API operations where some of the operations have data dependencies…

… Semantics-aware Android Malware Classification Using Weighted Contextual API
Dependency Graphs. In Proceedings of the ACM SIGSAC Conference on Computer and …

… to traditional semantics-aware approaches for desktop malware … within the context of Android
malware classification. We also … using Weighted Contextual API Dependency Graphs (WC-…

… For malware classification, we need to know which malware family a … Semantics-aware
android malware classification using weighted contextual API dependency graphs. In: …

… In order to solve the serious difficulty in extracting API contextual information, we propose a
call graph optimization method. This approach removes nodes of unknown functions that can …

… roid uses a graph kernel to capture structural and contextual … (MKL) to find a weighted
combination of the views which yields … 2c that considering only the API dependencies, we could …

… Semantics-aware android malware classification using weighted contextual api dependency
graphs. In Proceedings of the 2014 ACM SIGSAC conference on computer and …

… for malware classification. • HinDroid explicitly defines different relationships of Android APIs
… may lead to inaccurate extraction of sensitive APIs and the weights of behavioral correlation …