Regarding Processors and Reconfigurable IP Cores as Services

Wang, Chao; Li, Xi; Chen, Peng; Zhang, Junneng; Feng, Xiaojing; Zhou, Xuehai

doi:10.1109/scc.2012.72

Cited by 19 publications

(1 citation statement)

References 3 publications

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“…SOA is widely applied in software services, web services, operating systems, and so on. Various SOA frameworks have been proposed in many fields, such as chip design [ 20 ], mobile computing system [ 21 ], classroom scheduling [ 22 ], enterprise architecture [ 23 ], Internet browser [ 24 ], and electronic productions [ 25 ]. The advantages of SOA are to integrate various services and provide unified interfaces within different solutions.…”

Section: Related Work and Motivationmentioning

confidence: 99%

SmartMal: A Service-Oriented Behavioral Malware Detection Framework for Mobile Devices

Wang

Zhi-zhong

et al. 2014

The Scientific World Journal

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This paper presents SmartMal—a novel service-oriented behavioral malware detection framework for vehicular and mobile devices. The highlight of SmartMal is to introduce service-oriented architecture (SOA) concepts and behavior analysis into the malware detection paradigms. The proposed framework relies on client-server architecture, the client continuously extracts various features and transfers them to the server, and the server's main task is to detect anomalies using state-of-art detection algorithms. Multiple distributed servers simultaneously analyze the feature vector using various detectors and information fusion is used to concatenate the results of detectors. We also propose a cycle-based statistical approach for mobile device anomaly detection. We accomplish this by analyzing the users' regular usage patterns. Empirical results suggest that the proposed framework and novel anomaly detection algorithm are highly effective in detecting malware on Android devices.

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