基于1D CNN与XGBoost的恶意代码纹理检测

恶意代码数量已经呈现爆炸式增长,对于恶意代码的检测防护显得尤为重要.近几年,基于深度学习的恶意代码检测方法开始出现,基于此,提出一种新的检测方法,将恶意代码二进制文件转化为十进制数组,并利用一维卷积神经网络(1 Dimention Convolutional Neural Networks,1D CNN)对数组进行分类和识别.针对代码家族之间数量不平衡的现象,该算法选择在分类预测上表现良好的XGBoost,并对Vision Research Lab中的25个不同恶意软件家族的9458个恶意软件样本进行了实验.实验结果表明,所提的方法分类预测精度达到了97％.     

马鞍山市新型城镇化建设与经济发展分析

文章主要探讨马鞍山市新型城镇化建设与经济发展现状,分析马鞍山市新型城镇化与经济发展中存在的突出问题,有针对性地提出相应的政策建议.     

反坦克导弹用热电池研究进展

反坦克导弹作为击毁坦克和其他装甲目标的武器装备,在国家安全领域具有重要地位.热电池作为反坦克导弹的能源系统,对导弹功能实现具有重要意义.围绕反坦克导弹用热电池快激活和瞬时高比功率技术,结合热电池电化学材料体系发展历史、现状,探讨了提升快激活能力,提高瞬时比功率输出能力的技术,并对技术发展趋势进行了展望.     

Microstructure and coloring mechanism of iron spots on bluish white porcelain from Jingdezhen of the Song Dynasty

Jingdezhen is famous for its bluish white (Qingbai) porcelains of the Song Dynasty, and those decorated with iron spots are distinctive among them. Herein, iron spots on a bluish white porcelain were investigated using a series of microscopic and spectroscopic characterizations. We found the decreasing iron content from more than 8 wt% to about 2 wt% during the glaze color transition from rusty to brown and finally into green, which built a connection on the coloring mechanism of iron-rich crystallized glaze and celadon glaze. We identified the rare ε-Fe₂O₃, a promising magnetic material, in both the dark brown crystals and the triangular crystals in the rusty area, which is its first discovery among bluish white porcelains. Based on these findings, we discussed the coloring mechanism of iron-spot decoration along with the physical form of the iron oxide crystals, indicating the partially reducing atmosphere during firing process.     

Research on phase shift characteristics of electromagnetic wave in plasma

The phase shift characteristics reflect the state change of electromagnetic wave in plasma sheath and can be used to reveal deeply the action mechanism between electromagnetic wave and plasma sheath. In this paper, the phase shift characteristics of electromagnetic wave propagation in plasma were investigated. Firstly, the impact factors of phase shift including electron density,collision frequency and incident frequency were discussed. Then, the plasma with different electron density distribution profiles were employed to investigate the influence on the phase shift characteristics. In a real case, the plasma sheath around the hypersonic vehicle will affect and even break down the communication. Based on the hypersonic vehicle model, we studied the electromagnetic wave phase shift under different flight altitude, speed, and attack angle. The results indicate that the phase shift is inversely proportional to the flight altitude and positively proportional to the flight speed and attack angle. Our work provides a theoretical guidance for the further research of phase shift characteristics and parameters inversion in plasma.     

二次喷丸诱导应力及变形工程预测方法

为建立二次喷丸的等效分析方法,在单次喷丸诱导应力及饱和度已知的情况下,进行金属零件二次喷丸的诱导应力和变形的工程预测.以单次喷丸的饱和度曲线为分析基础,讨论了二次喷丸饱和度与喷丸时间的变化规律.用正弦函数的形式表达喷丸诱导应力,并建立了零件的平均诱导应力和饱和度之间的关系.结果表明:针对弹丸尺寸不同的二次喷丸过程,进行了基于多弹丸随机喷丸技术的有限元仿真,得到的喷丸诱导应力与理论结果相差5％左右;针对喷丸压力不同的二次喷丸过程,使用标准阿尔门试片进行了喷丸试验,试片变形与理论结果相差3％左右.仿真和试验结果均表明提出的预测方法有效、准确,可较好地预测二次喷丸后零件的残余应力和变形.     

基于电磁超材料的微波单向传输圆波导设计

微波隔离器是微波系统中不可或缺的器件,常见的隔离器都采用了铁氧体旋磁材料配合吸收负载实现电磁波的单向传输。这种器件虽然可以使电磁波单向传输,但是并不能改善能量的浪费问题,还增加了系统的复杂度。针对上述问题,本文基于电磁超材料设计了一种微波单向传输的圆波导,使用波导内壁涂覆折射率逐渐变化的材料来影响电磁波的传输特性,从而实现电磁波单向传输。本文给出了微波单向传输的电磁计算模型和超材料结构及属性,并通过简化这种超材料使其易于实现;最后通过电磁仿真分析了这种材料的电磁特性并给出了这种材料的实现方法。     

数控机床大功率DC-DC转换器设计与控制

针对数控机床行业中使用的大功率DC-DC转换器,提出一种适用于大功率应用场合的LCL型dc/dc转换器的改进设计方法.基于零无功功率和有功功率平衡条件,结合电压和电流的P-Q理论方法,设计LCL型dc/dc变换器以实现更高的电压阶跃比,并限制电容器电压.依据提出的方法设计转换器参数,并搭建仿真模型对设计方案进行验证.仿真结果显示,转换器能实现300 kV/20kV的大功率DC-DC转换,电压阶跃比高且系统稳定性较好.说明所提出设计方法可用于数控机床中大功率高阶跃比DC-DC转换器设计与控制.     

弹性元件参数优化对扑翼机构转速波动影响研究

以特拉华大学机械系统实验室所研制的样机模型进行建模,该模型传动机构采用曲柄摇杆机构.传动机构在运转的过程中,翅翼会在气动力和惯性力作用下产生周期性波动,导致电机转速波动增大,影响机构的平稳运行,产生振动和噪声.在仿真试验中引入弹簧元件,可有效降低电机转速波动,利用正交试验设计方法对影响电机转速波动的影响因素进行极差分析,得出弹簧的连接点位置是主要因素,弹簧的刚度系数是次要因素,弹簧原长影响最小.搭建了物理实验平台,验证了仿真结果和正交试验设计方法的正确性.