Search Results - "Meng, Guozhu"

Securing Android App Markets via Modeling and Predicting Malware Spread Between Markets by Guozhu Meng, Patrick, Matthew, Yinxing Xue, Yang Liu, Jie Zhang

“…The Android ecosystem has recently dominated mobile devices. Android app markets, including official Google Play and other third party markets, are becoming…”
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Auditing Anti-Malware Tools by Evolving Android Malware and Dynamic Loading Technique by Xue, Yinxing, Meng, Guozhu, Liu, Yang, Tan, Tian Huat, Chen, Hongxu, Sun, Jun, Zhang, Jie

“…Although a previous paper shows that existing anti-malware tools (AMTs) may have high detection rate, the report is based on existing malware and thus it does…”
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Revealing the exploitability of heap overflow through PoC analysis by Shen, Qintao, Meng, Guozhu, Chen, Kai

“…The exploitable heap layouts are used to determine the exploitability of heap vulnerabilities in general-purpose applications. Prior studies have focused on…”
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SkillSim: voice apps similarity detection by Guo, Zhixiu, Liang, Ruigang, Meng, Guozhu, Chen, Kai

“…Virtual personal assistants (VPAs), such as Amazon Alexa and Google Assistant, are software agents designed to perform tasks or provide services to individuals…”
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Are our clone detectors good enough? An empirical study of code effects by obfuscation by Huang, Weihao, Meng, Guozhu, Lin, Chaoyang, Yan, Qiucun, Chen, Kai, Ma, Zhuo

“…Clone detection has received much attention in many fields such as malicious code detection, vulnerability hunting, and code copyright infringement detection…”
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The inconsistency of documentation: a study of online C standard library documents by Li, Ruishi, Yang, Yunfei, Liu, Jinghua, Hu, Peiwei, Meng, Guozhu

“…The C standard libraries are basic function libraries standardized by the C language. Programmers usually refer to their API documentation provided by…”
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DroidEcho: an in-depth dissection of malicious behaviors in Android applications by Meng, Guozhu, Feng, Ruitao, Bai, Guangdong, Chen, Kai, Liu, Yang

“…A precise representation for attacks can benefit the detection of malware in both accuracy and efficiency. However, it is still far from expectation to…”
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Towards Security Threats of Deep Learning Systems: A Survey by He, Yingzhe, Meng, Guozhu, Chen, Kai, Hu, Xingbo, He, Jinwen

“…Deep learning has gained tremendous success and great popularity in the past few years. However, deep learning systems are suffering several inherent…”
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From UI design image to GUI skeleton: a neural machine translator to bootstrap mobile GUI implementation by Chen, Chunyang, Su, Ting, Meng, Guozhu, Xing, Zhenchang, Liu, Yang

“…A GUI skeleton is the starting point for implementing a UI design image. To obtain a GUI skeleton from a UI design image, developers have to visually…”
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GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search by Liu, Shangqing, Xie, Xiaofei, Siow, Jingkai, Ma, Lei, Meng, Guozhu, Liu, Yang

“…Code search aims to retrieve accurate code snippets based on a natural language query to improve software productivity and quality. With the massive amount of…”
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A Performance-Sensitive Malware Detection System Using Deep Learning on Mobile Devices by Feng, Ruitao, Chen, Sen, Xie, Xiaofei, Meng, Guozhu, Lin, Shang-Wei, Liu, Yang

“…Currently, Android malware detection is mostly performed on server side against the increasing number of malware. Powerful computing resource provides more…”
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Contextual Weisfeiler-Lehman graph kernel for malware detection by Narayanan, Annamalai, Guozhu Meng, Liu Yang, Jinliang Liu, Lihui Chen

“…In this paper, we propose a novel graph kernel specifically to address a challenging problem in the field of cyber-security, namely, malware detection…”
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Large-Scale Empirical Studies on Effort-Aware Security Vulnerability Prediction Methods by Chen, Xiang, Zhao, Yingquan, Cui, Zhanqi, Meng, Guozhu, Liu, Yang, Wang, Zan

“…Security vulnerability prediction (SVP) can identify potential vulnerable modules in advance and then help developers to allocate most of the test resources to…”
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An Empirical Assessment of Security Risks of Global Android Banking Apps by Chen, Sen, Fan, Lingling, Meng, Guozhu, Su, Ting, Xue, Minhui, Xue, Yinxing, Liu, Yang, Xu, Lihua

“…Mobile banking apps, belonging to the most security-critical app category, render massive and dynamic transactions susceptible to security risks. Given huge…”
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Mining implicit design templates for actionable code reuse by Yun Lin, Guozhu Meng, Yinxing Xue, Zhenchang Xing, Jun Sun, Xin Peng, Yang Liu, Wenyun Zhao, Jinsong Dong

“…In this paper, we propose an approach to detecting project-specific recurring designs in code base and abstracting them into design templates as reuse…”
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ContraBERT: Enhancing Code Pre-trained Models via Contrastive Learning by Liu, Shangqing, Wu, Bozhi, Xie, Xiaofei, Meng, Guozhu, Liu, Yang

“…Large-scale pre-trained models such as CodeBERT, GraphCodeBERT have earned widespread attention from both academia and industry. Attributed to the superior…”
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Large-scale analysis of framework-specific exceptions in Android apps by Fan, Lingling, Su, Ting, Chen, Sen, Meng, Guozhu, Liu, Yang, Xu, Lihua, Pu, Geguang, Su, Zhendong

“…Mobile apps have become ubiquitous. For app developers, it is a key priority to ensure their apps' correctness and reliability. However, many apps still suffer…”
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Battery state-of-health estimation for mobile devices by He, Liang, Kim, Eugene, Shin, Kang G., Meng, Guozhu, He, Tian

“…Insufficient support of electric current sensing on commodity mobile devices leads to inaccurate estimation of their battery's state-of-health (SoH), which, in…”
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Efficiently Manifesting Asynchronous Programming Errors in Android Apps by Fan, Lingling, Sus, Ting, Chen, Sen, Meng, Guozhu, Liu, Yang, Xu, Lihua, Pu, Geguang

“…Android, the #1 mobile app framework, enforces the single-GUI-thread model, in which a single UI thread manages GUI rendering and event dispatching. Due to…”
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Characterizing Android App Signing Issues by Wang, Haoyu, Liu, Hongxuan, Xiao, Xusheng, Meng, Guozhu, Guo, Yao

“…In the app releasing process, Android requires all apps to be digitally signed with a certificate before distribution. Android uses this certificate to…”
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