Android Apps Security Evaluation System in the Cloud
نویسندگان
چکیده
It is an uncertain problem that evaluating the security of Android Apps. We can’t be sure of the danger with sensitive permissions in an individual of Apps. Permissions are an important factor in security decisions of Apps. For the Apps security evaluation, the paper proceed from the Android permission mechanism, proposes a classified dynamic security evaluation method. Apps security evaluation system include the large-scale permissions capturing and classification risk evaluation algorithm. The system could find the minimum permissions which are the common features of Apps. The minimum permissions can be dynamically changed according to different classified Apps. We adopt Euclidean distance-based similarity calculation algorithm to evaluate risk. The difference value determines the APP’s malicious risk. Experiments prove that the system has reference value to the APP security assessment.
منابع مشابه
ریسک سنج: ابزاری برای سنجش دقیق میزان ریسک امنیتی برنامهها در دستگاههای همراه
Nowadays smartphones and tablets are widely used due to their various capabilities and features for end users. In these devices, accessing a wide range of services and sensitive information including private personal data, contact list, geolocation, sending and receiving messages, accessing social networks and etc. are provided via numerous application programs. These types of accessibilities, ...
متن کاملMobSafe: Cloud Computing based Forensic Analysis for Massive Mobile Applications using Data Mining
With the explosive increase in Mobile apps, more and more threats migrate from traditional PC client to mobile device. Compared with traditional Win+Intel alliance in PC, Android+ARM alliance dominates in Mobile Internet, the apps replace the PC client software as the major target of malicious usage. In this paper, to improve the security status of current mobile apps, we propose a methodology ...
متن کاملAn Effective Risk Computation Metric for Android Malware Detection
Android has been targeted by malware developers since it has emerged as widest used operating system for smartphones and mobile devices. Android security mainly relies on user decisions regarding to installing applications (apps) by approving their requested permissions. Therefore, a systematic user assistance mechanism for making appropriate decisions can significantly improve the security of ...
متن کاملAn Android Cloud Storage Apps Forensic Taxonomy
Mobile phones have been playing a very significant role in our daily activities for the last decade. With the increase need for these devices, people are now more reliant on their smartphone applications for their daily tasks and many prefer to save their mobile data on a cloud platform to access them anywhere on any device. Cloud technology is the new way for better data storage, as it offers ...
متن کاملHow Useful Are Existing Monitoring Languages for Securing Android Apps?
The Android operating system is currently dominating the mobile device market in terms of penetration and growth rate. An important contributor to its success are a wealth of cheap and easy-to-install mobile applications, known as apps. Today, installing untrusted apps is the norm, though this comes with risks: malware is ubiquitous and can easily leak confidential and sensitive data. In this w...
متن کامل