M ZHANG, Y DUAN, H YIN… - Proceedings of the 21st …, 2014 - ink.library.smu.edu.sg
… dependencygraphs. To battle transformation attacks, we extract a weightedcontextualAPI dependencygraph … and zero-day malware, we introduce graph similarity metrics to uncover …
M Zhang, H Yin, M Zhang, H Yin - Android Application Security: A …, 2016 - Springer
… behaviors usingWeightedContextualAPIDependencyGraphs (WC-ADG). At a high level, a WC-ADG consists of API operations where some of the operations have data dependencies…
… Semantics-awareAndroidMalwareClassificationUsingWeightedContextualAPI DependencyGraphs. In Proceedings of the ACM SIGSAC Conference on Computer and …
… to traditional semantics-aware approaches for desktop malware … within the context of Android malwareclassification. We also … usingWeightedContextualAPIDependencyGraphs (WC-…
Y Li, T Shen, X Sun, X Pan, B Mao - … 2015, Dallas, TX, USA, October 26-29 …, 2015 - Springer
… For malwareclassification, we need to know which malware family a … Semantics-aware androidmalware classification usingweightedcontextualAPIdependencygraphs. In: …
H Yang, Y Wang, L Zhang, X Cheng, Z Hu - Computers & Security, 2024 - Elsevier
… In order to solve the serious difficulty in extracting APIcontextual 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 APIdependencies, we could …
D Ma, Y Bai, Z Xing, L Sun, X Li - 2020 27th Asia-Pacific …, 2020 - ieeexplore.ieee.org
… Semantics-awareandroidmalwareclassificationusingweightedcontextualapi dependency graphs. In Proceedings of the 2014 ACM SIGSAC conference on computer and …
Q Song, Y Zhang, J Yao - … on Trust, Security and Privacy in …, 2021 - ieeexplore.ieee.org
… for malwareclassification. • HinDroid explicitly defines different relationships of Android APIs … may lead to inaccurate extraction of sensitive APIs and the weights of behavioral correlation …