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安卓恶意软件检测方法综述 被引量:19
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作者 范铭 刘烃 +3 位作者 刘均 罗夏朴 于乐 管晓宏 《中国科学:信息科学》 CSCD 北大核心 2020年第8期1148-1177,共30页
在过去的十几年间,Android系统由于其开源性、丰富的硬件选择性以及拥有百万级别应用市场等优点,已经迅速成为了目前最流行的移动操作系统.与此同时,Android系统的开源性也使其成为了恶意软件的主要攻击目标.恶意软件的快速增长给移动... 在过去的十几年间,Android系统由于其开源性、丰富的硬件选择性以及拥有百万级别应用市场等优点,已经迅速成为了目前最流行的移动操作系统.与此同时,Android系统的开源性也使其成为了恶意软件的主要攻击目标.恶意软件的快速增长给移动智能手机用户带来了巨大的危害,包括资费消耗、隐私窃取以及远程控制等.因此,深入研究移动应用的安全问题对智能手机生态圈的健全发展具有重要意义.本文首先介绍了恶意软件检测所面临的问题与挑战,然后综述了近些年的恶意软件检测所使用的数据集信息以及相关方法,将现有方法分为了基于特征码、基于机器学习以及基于行为3大类,并针对各方法所使用的技术进行了归纳总结,全面比较和分析了不同技术的优缺点.最后,结合我们自身在恶意软件检测方面的研究基础对未来的研究方向和面临的挑战进行了探索与讨论. 展开更多
关键词 安卓 恶意软件检测 家族识别 机器学习
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A survey of Intel SGX and its applications 被引量:4
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作者 Wei ZHENG Ying WU +4 位作者 Xiaoxue WU Chen FENG Yulei SUI xiapu luo Yajin ZHOU 《Frontiers of Computer Science》 SCIE EI CSCD 2021年第3期191-205,共15页
This paper presents a comprehensive survey on the development of Intel SGX(software guard extensions)processors and its applications.With the advent of SGX in 2013 and its subsequent development,the corresponding rese... This paper presents a comprehensive survey on the development of Intel SGX(software guard extensions)processors and its applications.With the advent of SGX in 2013 and its subsequent development,the corresponding research works are also increasing rapidly.In order to get a more comprehensive literature review related to SGX,we have made a systematic analysis of the related papers in this area.We first search through five large-scale paper retrieval libraries by keywords(i.e.,ACM Digital Library,IEEE/IET Electronic Library,SpringerLink,Web of Science,and Elsevier Science Direct).We read and analyze a total of 128 SGX-related papers.The first round of extensive study is conducted to classify them.The second round of intensive study is carried out to complete a comprehensive analysis of the paper from various aspects.We start with the working environment of SGX and make a conclusive summary of trusted execution environment(TEE).We then focus on the applications of SGX.We also review and study multifarious attack methods to SGX framework and some recent security improvements made on SGX.Finally,we summarize the advantages and disadvantages of SGX with some future research opportunities.We hope this review could help the existing and future research works on SGX and its application for both developers and users. 展开更多
关键词 Intel SGX cloud computing trusted execution environment TRUSTZONE AMD SEV
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