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NDFuzz:a non-intrusive coverage-guided fuzzing framework for virtualized network devices
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作者 Yu Zhang Nanyu Zhong +6 位作者 Wei You Yanyan Zou Kunpeng Jian Jiahuan Xu Jian Sun Baoxu Liu Wei Huo 《Cybersecurity》 EI CSCD 2023年第1期54-74,共21页
Network function virtualization provides programmable in-network middlewares by leveraging virtualization tech-nologies and commodity hardware and has gained popularity among all mainstream network device manufacturer... Network function virtualization provides programmable in-network middlewares by leveraging virtualization tech-nologies and commodity hardware and has gained popularity among all mainstream network device manufacturers.Yet it is challenging to apply coverage-guided fuzzing,one of the state-of-the-art vulnerability discovery approaches,to those virtualized network devices,due to inevitable integrity protection adopted by those devices.In this paper,we propose a coverage-guided fuzzing framework NDFuzz for virtualized network devices with a novel integrity protec-tion bypassing method,which is able to distinguish processes of virtualized network devices from hypervisors with a carefully designed non-intrusive page global directory inference technique.We implement NDFuzz atop of two black-box fuzzers and evaluate NDFuzz with three representative network protocols,SNMP,DHCP and NTP,on nine popular virtualized network devices.NDFuzz obtains an average 36%coverage improvement in comparison with its black-box counterparts.NDFuzz discovers 2 O-Day vulnerabilities and 11-Day vulnerability with coverage guidance while the black-box fuzzer can find only one of them.All discovered vulnerabilities are confirmed by corresponding vendors. 展开更多
关键词 Coverage-guided fuzzing network devices network function virtualization
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The specification and analysis of network embedded system
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作者 张冠华 张连华 白英彩 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2005年第4期434-439,共6页
This paper proposes a formal method which is used to model and analyze network devices such as touters. It is based on an algebraic process called “ACSR-VP”, which enhances the original CCS algebraic process by inco... This paper proposes a formal method which is used to model and analyze network devices such as touters. It is based on an algebraic process called “ACSR-VP”, which enhances the original CCS algebraic process by incorporating the notions of time, resource requirements, dynamic prioritization, and synchronization. Therefore, although there are many formal methods to analyze the timed concurrency system, ACSR-VP, due to its prominent features, is best fit for analysis of a resource bounded real-time system. This paper extends ACSR-VP to EACSR-VP, which is more adaptive to the features of network devices and specializes in analyzing this kind of embedded system. EACSR-VP adds the notion of n-way communication which allows more than two processes to participate in synchronization. It also enhances value-passing capabilities which make for more flexible specifications. Finally, specifications, verification and analysis methods with EACSR-VP are introduced by a case study of router with multiple input queues. 展开更多
关键词 Formal method process algebra network devices MODELING
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基于BP网的雷达辐射源分类器设计 被引量:2
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作者 李圭源 王德功 陈定荣 《吉林大学学报(信息科学版)》 CAS 2007年第5期525-525,共1页
为了提高侦察告警设备中雷达辐射源识别模块的正确识别率,设计了一种基于BP(Back Propagation)网络的雷达辐射源分类器,并就设计关键点——分类器拓扑结构、训练次数的确定以及训练集的设计进行了研究。分类器以BP网络为基础,以载... 为了提高侦察告警设备中雷达辐射源识别模块的正确识别率,设计了一种基于BP(Back Propagation)网络的雷达辐射源分类器,并就设计关键点——分类器拓扑结构、训练次数的确定以及训练集的设计进行了研究。分类器以BP网络为基础,以载频、脉宽、重频和天线扫描方式为输入特征向量对雷达辐射源进行分类。实验结果证明,该分类器能够对6种不同功能的雷达进行较好的分类, 展开更多
关键词 BP网 雷达辐射源 分类器
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基于BP网的雷达辐射源分类器设计
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作者 李圭源 王德功 +1 位作者 陈定荣 常硕 《吉林大学学报(信息科学版)》 CAS 2007年第6期599-603,共5页
为了解决侦察告警设备在强噪声背景下的雷达辐射源识别率较低的问题,设计了一种基于BP(Back Propagation)网络的雷达辐射源分类器,并就设计关键点——分类器拓扑结构、训练次数的确定以及训练集的设计进行了研究。分类器以BP网络为基础... 为了解决侦察告警设备在强噪声背景下的雷达辐射源识别率较低的问题,设计了一种基于BP(Back Propagation)网络的雷达辐射源分类器,并就设计关键点——分类器拓扑结构、训练次数的确定以及训练集的设计进行了研究。分类器以BP网络为基础,以载频、脉宽、重频和天线扫描方式为输入特征向量,对雷达辐射源进行分类识别。仿真实验结果证明,该分类器在强噪声背景下的正确识别率可达92.4%。 展开更多
关键词 BP网 雷达辐射源 分类器
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Optical Fiber Devices in WDM Networks
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作者 Shan Jiang, Yong Luo, Xinda Yin, Wei Shi, Qianggao HuAccelink Technologies Co., Ltd., Wuhan Research Institute of Posts & Telecoms, WRI, No. 88, Youkeyuan Road, Wuhan 430074, PR China 《光学学报》 EI CAS CSCD 北大核心 2003年第S1期123-124,共2页
Crystal optics and fiber grating technology are two of the most important optical fiber device technologies. In this paper, we report several new devices developed in Accelink for WDM networks application.
关键词 WDM ET in FIGURE Optical Fiber devices in WDM networks
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BLE Mesh: A Practical Mesh Networking Development Framework for Public Safety Communications 被引量:1
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作者 Bo Zhang Yufeng Wang +2 位作者 Li Wei Qun Jin Athanasios V.Vasilakos 《Tsinghua Science and Technology》 SCIE EI CAS CSCD 2018年第3期333-346,共14页
Owing to advanced storage and communication capabilities today, smart devices have become the basic interface between individuals and their surrounding environment. In particular, massive devices connect to one other ... Owing to advanced storage and communication capabilities today, smart devices have become the basic interface between individuals and their surrounding environment. In particular, massive devices connect to one other directly in a proximity area, thereby enabling abundant Proximity Services(Pro Se), which can be classified into two categories: public safety communication and social discovery. However, two challenges impede the quick development and deployment of Pro Se applications. From the viewpoint of networking, no multi-hop connectivity functionality component can be directly operated on commercially off-the-shelf devices, and from the programming viewpoint, an easily reusable development framework is lacking for developers with minimal knowledge of the underlying communication technologies and connectivity. Considering these two issues, this paper makes a twofold contribution. First, a multi-hop mesh networking based on Bluetooth Low Energy(BLE) is implemented,in which a proactive routing mechanism with link-quality(i.e., received signal strength indication) assistance is designed. Second, a Pro Se development framework called BLE Mesh is designed and implemented, which can provide significant benefits for application developers, framework maintenance professionals, and end users. Rich application programming interfaces can help developers to build Pro Se apps easily and quickly. Dependency inversion principle and template method pattern allow modules in BLE Mesh to be loosely coupled and easy to maintain and update. Callback mechanism enables modules to work smoothly together and automation processes such as registration, node discovery, and messaging are employed to offer nearly zero-configuration for end users.Finally, based on the designed Pro Se development kit, a public safety communications app called Quote Send App is built to distribute emergency information in close area without Internet access. The process illustrates the easy usability of BLE Mesh to develop Pro Se apps. 展开更多
关键词 public safety communications device to device bluetooth low energy mesh networking development framework
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