恶意代码多态技术研究

随着恶意代码的发展,恶意代码的隐蔽性也在不断增强。多态技术便是躲避常规检测方法的一种有效的技术,本文对恶意代码检测技术进行分析,并举例介绍目前常用的多态技术,通过本文对多态有一个更深的认识。     

AdaBoost-based face detection for embedded systems

Face detection is a widely studied topic in computer vision, and recent advances in algorithms, low cost processing, and CMOS imagers make it practical for embedded consumer applications. As with graphics, the best cost-performance ratio is achieved with dedicated hardware. In this paper, we design an embedded face detection system for handheld digital cameras or camera phones. The challenges of face detection in embedded environments include an efficient pipeline design, bandwidth constraints set by low cost memory, a need to find parallelism, and how to utilize the available hardware resources efficiently. In addition, consumer applications require reliability which calls for a hard real-time approach to guarantee that processing deadlines are met. Specifically, the main contributions of the paper include: (1) incorporation of a Genetic Algorithm in the AdaBoost training to optimize the detection performance given the number of Haar features; (2) a complexity control scheme to meet hard real-time deadlines; (3) a hardware pipeline design for Haar-like feature calculation and a system design exploiting several levels of parallelism. The proposed architecture is verified by synthesis to Altera’s low cost Cyclone II FPGA. Simulation results show the system can achieve about 75–80% detection rate for group portraits.     

Light-weight salient foreground detection for embedded smart cameras

An embedded smart camera is a stand-alone unit that not only captures images, but also includes a processor, memory and communication interface. Battery-powered, embedded smart cameras introduce many additional challenges since they have very limited resources, such as energy, processing power and memory. Computer vision algorithms running on these camera boards should be light-weight and efficient. Considering the memory requirements of an algorithm and its portability to an embedded processor should be an integral part of the algorithm design in addition to the accuracy requirements. This paper presents a light-weight and efficient background modeling and foreground detection algorithm that is highly robust against lighting variations and non-static backgrounds including scenes with swaying trees, water fountains and rain. Compared to many traditional methods, the memory requirement for the data saved for each pixel is very small in the proposed algorithm. Moreover, the number of memory accesses and instructions are adaptive, and are decreased depending on the amount of activity in the scene. Each pixel is treated differently based on its history, and instead of requiring the same number of memory accesses and instructions for every pixel, we require less instructions for stable background pixels. The plot of the number of unstable pixels at each frame also serves as a tool to find the video portions with high activity. The proposed method selectively updates the background model with an automatically adaptive rate, thus can adapt to rapid changes. As opposed to traditional methods, pixels are not always treated individually, and information about neighbors is incorporated into decision making. The results obtained with nine challenging outdoor and indoor sequences are presented, and compared with the results of different state-of-the-art background subtraction methods. The ROC curves and memory comparison of different background subtraction methods are also provided. The experimental results demonstrate the success of the proposed light-weight salient foreground detection method.     

对等网络（P2P）蠕虫模型分析与防御技术研究

P2P应用极大地满足了用户的需求,而P2P蠕虫是目前P2P应用面临的最严重的威胁之一。内容包括P2P蠕虫的特点、分类、传播模型、流量模型及其防御机制,并分析了各种模型的优缺点,对以后的研究方向进行了初步探讨。     

可靠实现煤矿双机热备系统的方法

在分析商用双机热备系统在煤矿应用的局限性基础上,提出了一种适用于中小煤矿的双机热备系统纯软件实现方法。该方法采用单/双工混合运行模式保证双机实时性能和数据一致性,采用心跳线连接和对等网络消息传递机制实现运行故障监测与传递功能,采用数据自动同步技术减少人工干预和提高系统可维护性,并采用虚拟IP地址技术实现应用层透明访问和无缝切换功能。实验与应用案例证明该方法符合相关行业安全标准并具备现实可行性。     

矿用自动风门技术的发展及其分析比较

文章从控制系统、信号检测方式以及机械传动机构3个方面介绍了矿用自动风门技术的发展及应用现状,分析了目前较为常见的矿用自动风门的工作原理,并比较了其各自的优缺点,最后介绍了一种新型的隔爆兼本安型风门控制器。     

基于DSP的矿井光纤直放系统的设计

根据煤矿井下巷道狭长、拐点多、分支多的特点,针对井下环境中移动通信系统通话质量差、可靠性低等问题,提出了一种基于DSP的矿井光纤直放系统的设计方案,详细介绍了系统基于DSP的自动监控单元和FIR数字滤波器的设计及语音激活技术在直放系统中的应用。该光纤直放系统解决了井下广域范围移动通信问题,采用DSP对系统实施自动监控,为系统稳定运行提供了可靠保障;数字滤波器的引入、话音激活技术的应用使井下通信系统性能更稳定、话音质量更好、抗干扰性更强,为矿井移动通信的最佳实现奠定基础。     

浅析CST软启动装置的日常维护

以济三煤矿胶带机所使用的CST软启动装置为例,指出煤矿用CST软启动装置发生故障的主要原因是日常维护不到位;基于CST软启动装置控制系统的液压原理,结合CST厂家对换油、更换滤芯、日常清洁及紧固方面的维护要求,分析了对这3个方面进行日常维护的重要性;最后指出,应根据煤矿自身情况实现经济的CST软启动装置日常维护。     

基于ARM-Linux的钢丝绳损伤检测系统设计

针对现有钢丝绳检测系统实时性与适应性差、自动化程度低的问题,提出了一种基于ARM-Linux的高性能钢丝绳损伤检测系统的设计方案,详细介绍了该系统的硬件组成、工作原理、软件实现方法及实时采样曲线绘制的设计与实现。该系统结合嵌入式Linux技术和漏磁无损检测技术,可独立完成检测任务,实时显示检测波形,提高了检测效率。