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Active authentication is the problem of continuously verifying the identity of a person based on behavioral aspects of their interaction with a computing device. In this study, we collect and analyze behavioral biometrics data from…

密码学与安全 · 计算机科学 2016-11-15 Lex Fridman , Steven Weber , Rachel Greenstadt , Moshe Kam

In recent years, there has been rapid growth in mobile devices such as smartphones, and a number of applications are developed specifically for the smartphone market. In particular, there are many applications that are ``free'' to the user,…

密码学与安全 · 计算机科学 2013-05-20 Hiroki Kuzuno , Satoshi Tonami

The Android operating system is the most spread mobile platform in the world. Therefor attackers are producing an incredible number of malware applications for Android. Our aim is to detect Android's malware in order to protect the user. To…

密码学与安全 · 计算机科学 2021-04-09 Alain Menelet , Charles-Edmond Bichot

Authentication of smartphone users is important because a lot of sensitive data is stored in the smartphone and the smartphone is also used to access various cloud data and services. However, smartphones are easily stolen or co-opted by an…

密码学与安全 · 计算机科学 2017-09-01 Wei-Han Lee , Ruby B. Lee

Android malware is a persistent threat to billions of users around the world. As a countermeasure, Android malware detection systems are occasionally implemented. However, these systems are often vulnerable to \emph{evasion attacks}, in…

密码学与安全 · 计算机科学 2020-04-01 Harel Berger , Chen Hajaj , Amit Dvir

Android's open-source nature facilitates widespread smartphone accessibility, particularly in price-sensitive markets. System and vendor applications that come pre-installed on budget Android devices frequently operate with elevated…

Smartphone manufacturer provided default features (e.g., default location services, iCloud, Google Assistant, ad tracking) enhance the usability and extend the functionality of these devices. Prior studies have highlighted smartphone…

人机交互 · 计算机科学 2023-08-29 Kopo M. Ramokapane , Anthony C. Mazeli , Awais Rashid

Pattern lock is a general technique used to realize identity authentication and access authorization on mobile terminal devices such as Android platform devices, but it is vulnerable to the attack proposed by recent researches that exploit…

密码学与安全 · 计算机科学 2021-02-03 Yangde Wang , Weidong Qiu , Yuming Xie , Yan Zha

Advertisement drives the economy of the mobile app ecosystem. As a key component in the mobile ad business model, mobile ad content has been overlooked by the research community, which poses a number of threats, e.g., propagating malware…

密码学与安全 · 计算机科学 2020-02-06 Tianming Liu , Haoyu Wang , Li Li , Xiapu Luo , Feng Dong , Yao Guo , Liu Wang , Tegawendé F. Bissyandé , Jacques Klein

The recent evolution on the smart phone technology has made its application market huge and less secure. Every single day large number of apps introduced in the android market (mostly on google play store) without any particular inspections…

密码学与安全 · 计算机科学 2016-07-18 Chalise Birendra

Android users are increasingly concerned with the privacy of their data and security of their devices. To improve the security awareness of users, recent automatic techniques produce security-centric descriptions by performing program…

密码学与安全 · 计算机科学 2020-08-27 Tingmin Wu , Lihong Tang , Rongjunchen Zhang , Sheng Wen , Cecile Paris , Surya Nepal , Marthie Grobler , Yang Xiang

In this work we show that Tor is vulnerable to app deanonymization attacks on Android devices through network traffic analysis. For this purpose, we describe a general methodology for performing an attack that allows to deanonymize the apps…

密码学与安全 · 计算机科学 2019-01-15 Emanuele Petagna , Giuseppe Laurenza , Claudio Ciccotelli , Leonardo Querzoni

The aim of this research paper is to look into the use of continuous authentication with mobile touch dynamics, using three different algorithms: Neural Network, Extreme Gradient Boosting, and Support Vector Machine. Mobile devices are…

密码学与安全 · 计算机科学 2023-05-17 Brendan Pelto , Mounika Vanamala , Rushit Dave

Android applications are frequently plagiarized or repackaged, and software obfuscation is a recommended protection against these practices. However, there is very little data on the overall rates of app obfuscation, the techniques used, or…

密码学与安全 · 计算机科学 2018-02-21 Dominik Wermke , Nicolas Huaman , Yasemin Acar , Brad Reaves , Patrick Traynor , Sascha Fahl

Numerous tools rely on automatic categorization of Android apps as part of their methodology. However, incorrect categorization can lead to inaccurate outcomes, such as a malware detector wrongly flagging a benign app as malicious. One such…

软件工程 · 计算机科学 2023-10-12 Marco Alecci , Jordan Samhi , Tegawendé F. Bissyandé , Jacques Klein

In this paper, we present a concolic execution technique for detecting SQL injection vulnerabilities in Android apps, with a new tool we called ConsiDroid. We extend the source code of apps with mocking technique, such that the execution of…

软件工程 · 计算机科学 2019-08-09 Ehsan Edalat , Babak Sadeghiyan , Fatemeh Ghassemi

Contemporary mobile applications (apps) are designed to track, use, and share users' data, often without their consent, which results in potential privacy and transparency issues. To investigate whether mobile apps have always been…

密码学与安全 · 计算机科学 2021-07-29 Saad Sajid Hashmi , Nazar Waheed , Gioacchino Tangari , Muhammad Ikram , Stephen Smith

Thousands of malicious applications targeting mobile devices, including the popular Android platform, are created every day. A large number of those applications are created by a small number of professional under-ground actors, however…

密码学与安全 · 计算机科学 2019-03-06 Hyunjae Kang , Jae-wook Jang , Aziz Mohaisen , Huy Kang Kim

Authorship identification is the process of identifying and classifying authors through given codes. Authorship identification can be used in a wide range of software domains, e.g., code authorship disputes, plagiarism detection, exposure…

软件工程 · 计算机科学 2020-09-01 Wei Wang , Guozhu Meng , Haoyu Wang , Kai Chen , Weimin Ge , Xiaohong Li

Mobile apps can access a wide variety of secure information, such as contacts and location. However, current mobile platforms include only coarse access control mechanisms to protect such data. In this paper, we introduce interaction-based…

密码学与安全 · 计算机科学 2015-07-30 Kristopher Micinski , Jonathan Fetter-Degges , Jinseong Jeon , Jeffrey S. Foster , Michael R. Clarkson