PG-RNN:一种基于递归神经网络的密码猜测模型

用户名—密码（口令）是目前最流行的用户身份认证方式，鉴于获取真实的大规模密码明文非常困难，利用密码猜测技术来生成大规模密码集，可以评估密码猜测算法效率、检测现有用户密码保护机制的缺陷等，是研究密码安全性的主要方法。本文提出了一种基于递归神经网络的密码猜测概率模型（password guessing RNN， PG-RNN），区别于传统的基于人为设计规则的密码生成方法，递归神经网络能够自动地学习到密码集本身的分布特征和字符规律。因此，在泄露的真实用户密码集上训练后的递归神经网络，能够生成非常接近训练集真实数据的密码，避免了人为设定规则来破译密码的局限性。实验结果表明，PG-RNN生成的密码在结构字符类型、密码长度分布上比Markov模型更好地接近原始训练数据的分布特征，同时在真实密码匹配度上，本文提出的PG-RNN模型比目前较好的基于生成对抗网络的PassGAN模型提高了1.2%。     

ERP and SCM systems integration: The case of a valve manufacturer in China

Many modern organizations integrate enterprise resource planning (ERP) and supply chain management (SCM) systems, as they work in a complementary fashion. This often results in technical and organizational challenges. Neway, a Chinese organization, recently went through this complex process. This required efficient procurement and management of hardware, software, and human resources for successful completion. The integrated system was found to improve operations, foster a paperless environment, and provide efficient inventory tracking and picking. It also had several tangible benefits, including reduced lead time and improved inventory accuracy. ERP and SCM systems integration is still a novel concept for a Chinese manufacturing organization. Our case study details the organization's experience, identifies challenges that were faced, and describes solutions adopted to overcome them.     

Cell Adhesion Regulates Expression of the Androgen Receptor and Coregulators in Different Prostate Cancer Cells

Prostate cancer cells adhere to a tumor basement membrane, while secretory epithelial cells reside in a suprabasal cell compartment. Since tumor cells are derived from suprabasal epithelial cells, they experience de-novo substratum adhesion in the context of oncogenesis. We therefore analyzed whether cell-matrix adhesion could affect the protein expression and activity of the AR. In this study, AR protein expression declined upon suspension of BPH-1-AR cells, but not in PC-3-AR cells shown by Western blot. In a time course study, BPH-1 cell lost AR expression within 6 hours, and the synthetic androgen, R1881 reduced the loss of AR expression. We further explored the mechanism of AR loss in suspended BPH-1 cells. BPH-1-AR cells underwent apoptosis (anoikis) when suspended for 2 – 5 hours. Suspension did not induce significant apoptosis or decreasing of AR expression in PC-3 cells. Inhibition of apoptosis in suspended BPH-1-AR cells, either by expression of Bcl-2 or Bcl-xl or by treatment with Z-VAD, a caspase inhibitor, prevented loss of AR protein. In contrast, the calpain protease inhibitor, ALLN, accelerated the loss of AR protein expression. Additionally, cell-matrix adhesion changed the expression of coregulators of AR in the mRNA level of prostate cancer cells. Our results demonstrate that AR protein expression was reduced through activation of cell death pathways, and thus indirectly through cell suspension in BPH-AR cells. The activity of AR can also be regulated by adhesion in PC-3-AR and LNCaP cells through affecting the coregulators level.     

电连接器质量检测仪器的应用研究（上）

论述电连接器及其组件质量检测仪器设备的选用原则和配备合理性检查方法。并介绍了外观、无损、力学、电学和环境试验等智能化检测仪器设备在电连接器及其组件质量检测中的应用和最新发展。     

环保/水质测试仪器的进展

介绍了最常用的水质参数－－酸碱度，电导率／电阻率，溶介氧，固体悬浮物／浊度的测试和进展。     

Contamination of shellfish from Shanghai seafood markets with paralytic shellfish poisoning and diarrhetic shellfish poisoning toxins determined by mouse bioassay and HPLC

This paper reports the results of investigations of shellfish toxin contamination of products obtained from Shanghai seafood markets. From May to October 2003, 66 samples were collected from several major seafood markets. Paralytic shellfish poisoning (PSP) and diarrhetic shellfish poisoning (DSP) toxins in shellfish samples were monitored primarily by a mouse bioassay, then analysed by HPLC for the chemical contents of the toxins. According to the mouse bioassay, eight samples were detected to be contaminated by PSP toxins and seven samples were contaminated by DSP toxins. Subsequent HPLC analysis indicated that the concentrations of the PSP toxins ranged from 0.2 to 1.9 µg/100 g tissues and the main components were gonyautoxins 2/3 (GTX2/3). As for DSP, okadaic acid was detected in three samples, and its concentration ranged from 3.2 to 17.5 µg/100 g tissues. Beside okadaic acid, its analogues, dinophysistoxins (DTX1), were found in one sample. According to the results, gastropod (Neverita didyma) and scallop (Argopecten irradians) were more likely contaminated with PSP and DSP toxins, and most of the contaminated samples were collected from Tongchuan and Fuxi markets. In addition, the contaminated samples were always found in May, June and July. Therefore, consumers should be cautious about eating the potential toxic shellfish during this specific period.     

塔冠对方形超高层建筑顺风向基底弯矩的影响研究

高层建筑顶部塔冠形状多样,其对建筑整体气动力的影响目前尚不明确。为此,利用高频测力天平技术,在大气边界层风场下对19种不同顶部塔冠的方形截面超高层建筑进行了风洞试验,分析塔冠形状对超高层建筑顺风向基底弯矩系数值及顺风向基底弯矩功率谱的影响。讨论坡面变化、顶部开洞、阶梯变化和锥形变化等四大类塔冠形状对结构整体顺风向气动力的影响规律。试验结果表明：将坡面置于迎风侧能够降低顺风向基底弯矩系数值;相同开洞形状和面积时,顶部敞口开洞对降低顺风向基底弯矩平均值的效果优于闭口开洞;斜坡面阶梯塔冠对降低顺风向弯矩系数值的效果优于直坡面阶梯塔冠;上棱椎下棱台的棱椎式塔冠能够大幅减小顺风向基底弯矩系数平均值。塔冠能够改变顺风向基底弯矩功率谱峰值大小,棱锥形塔冠对降低顺风向弯矩功率谱峰值最为明显。     

钢结构抗火设计在“上海水立方”中的应用

随着性能化结构抗火设计的发展,结构的抗火能力和相应的结构防火保护措施可以通过对结构在真实火灾温度场下的实际性能分析来确定。对于大空间结构,根据其内部的可燃物、通风条件和空间大小等特性,采用性能化结构抗火设计往往可以不影响结构抗火安全水平的前提下降低对结构进行防火保护的要求,实现安全、美观且经济的建筑设计。本文将介绍工程设计实践中行之有效的性能化结构抗火设计方法,并以上海东方体育中心的大空间结构抗火设计为例,证明该钢结构抗火方法的切实有效性。     

基于马尔科夫和HHT的图像拼接盲检测

基于对图像拼接技术的分析,提出了一种基于马尔科夫模型与Hilbert-Huang变换（HHT）的图像拼接盲检测算法。该算法计算图像DCT域上的马尔科夫转移概率矩阵,同时对图像进行Hilbert-Huang分析,得到两类特征值集,并通过计算相关系数矩阵分析了两者之间的相关性,最后使用支持向量机进行训练与分类。实验结果表明,相对于已有文献,该算法具有较高的检测准确率。     

Preparation of Uniform,Water‐Soluble,and Multifunctional Nanocomposites with Tunable Sizes

Novel, thiol‐functionalized, and superparamagnetic, silica composite nanospheres (SH‐SSCNs) with diameters smaller than 100 nm are successfully fabricated through the self‐assembly of Fe₃O₄ nanoparticles and polystyrene₁₀₀‐block‐poly(acrylic acid)₁₆ and a subsequent sol‐gel process. The size and magnetic properties of the SH‐SSCNs can be easily tuned by simply varying the initial concentrations of the magnetite nanoparticles in the oil phase. By incorporating fluorescent dye molecules into the silica network, the composite nanospheres can be further fluorescent‐functionalized. The toxicity of the SH‐SSCNs is evaluated by choosing three typical cell lines (HUVEC, RAW264.7, and A549) as model cells, and no toxic effects are observed. It is also demonstrated that SH‐SSCNs can be used as a new class of magnetic resonance imaging (MRI) probes, having a remarkably high spin–spin (T₂) relaxivity (r₂* = 176.1 mM ^?1 S^?1). The combination of the sub‐100‐nm particle size, monodispersity in aqueous solution, superparamagnetism, and fluorescent properties of the SH‐SSCNs, as well as the non‐cytotoxicity in vitro, provides a novel and potential candidate for an earlier MRI diagnostic method of cancer.