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Facial Image Generation with Limited Training Data 有限训练数据下的面部图像生成
Pub Date : 2023-04-18 DOI: 10.55632/pwvas.v95i2.973
Ethan Bevan, Jason Rafe Miller
Deep learning models have a wide number of applications including generating realistic-looking images. These models typically require lots of data, but we wanted to explore how much quality is sacrificed by using smaller amounts of data. We built several models and trained them at different dataset sizes, then we assessed the quality of the generated images with the widely used FID measure. As expected, we measured an inverse correlation of -0.7 between image quality and training set size. However, we observed that the small-training-set results had problems not detectable by this experiment. We therefore present an experimental design for a follow-up study that would further explore the lower limits of training set size. These experiments are important for bringing us closer to understanding how much data is needed to train a successful generative model.
深度学习模型具有广泛的应用,包括生成逼真的图像。这些模型通常需要大量数据,但我们想要探索使用少量数据会牺牲多少质量。我们建立了几个模型,并在不同的数据集大小下训练它们,然后我们使用广泛使用的FID测量来评估生成图像的质量。正如预期的那样,我们测量到图像质量和训练集大小之间的负相关为-0.7。然而,我们观察到小训练集结果存在本实验无法检测到的问题。因此,我们提出了一个后续研究的实验设计,以进一步探索训练集大小的下限。这些实验对于让我们更了解训练一个成功的生成模型需要多少数据是很重要的。
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引用次数: 0
Comparing dietary intake of free-feeding to feeding in restrained imaging chamber environments using seven days post fertilization larvae. 利用受精后7天的幼虫,比较自由饲养与限制成像室环境下饲养的日粮摄取量。
Pub Date : 2023-04-18 DOI: 10.55632/pwvas.v95i2.1000
Chandler Russell, D. Parnell, J. Orell, J. Walters
Heart disease and diabetes are both in the top ten for leading causes of death in the United States with both being linked to obesity. Studying human metabolism can prove difficult due to ethical concerns with human subjects but zebrafish larvae (Danio rerio) are optically transparent. Zebrafish larvae at seven days post fertilization also have fully formed digestive tracts and are actively seeking new food due to exhausting their supply of egg yolk. Free feeding environments are typically the standard when introducing new food to the larvae but lack versatility in their imaging. The Walters lab microfluidic chip can image larvae before, during, and after their introduction to the diet. To prove the two types of feeding environments were compared by using fluorescent digestive markers mixed into high fat diets. The free fed larvae were put into a well filled with diet and allowed to feed for three hours while sat on a orbital shaker inside of a 28 degrees Celsius incubator. After three hours, these larvae were rinsed out and imaged. The microfluidic chip larvae were mounted into the chip and fed the diet while inside and under the same Zeiss Discovery V8 microscope the freely fed larvae were imaged under. Future predictions for this data were that the larvae would consume slightly less diet inside of the microfluidic chip than the larvae in free feed. Results for this are still ongoing but seem to lead towards supporting the hypothesis.
在美国,心脏病和糖尿病都是十大主要死亡原因,两者都与肥胖有关。由于涉及人类受试者的伦理问题,研究人体代谢可能会很困难,但斑马鱼幼虫(Danio rerio)是透明的。受精后7天的斑马鱼幼虫也已经完全形成了消化道,由于耗尽了蛋黄的供应,它们正在积极寻找新的食物。自由饲养环境通常是向幼虫引入新食物的标准环境,但在其成像方面缺乏通用性。沃尔特斯实验室的微流控芯片可以在幼虫进入食物之前、期间和之后对其进行成像。为了证明这两种饲养环境,我们将荧光消化标记物掺入高脂饲料中进行比较。这些自由喂养的幼虫被放入一个充满饲料的容器中,在28摄氏度的孵化器里放置一个轨道摇床,让它们进食3个小时。三小时后,这些幼虫被冲洗出来并成像。将微流控芯片幼虫装入芯片中饲喂日粮,并在同一台蔡司Discovery V8显微镜下对自由饲喂的幼虫进行成像。对这一数据的未来预测是,微流控芯片内的幼虫比自由饲料中的幼虫消耗的食物略少。这方面的结果仍在进行中,但似乎有助于支持这一假设。
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引用次数: 0
Roles of dendritic cells and macrophages during Chlamydia muridarum genital infection in stressed mice 树突状细胞和巨噬细胞在应激小鼠生殖道衣原体感染中的作用
Pub Date : 2023-04-18 DOI: 10.55632/pwvas.v95i2.982
Daniel Baker
It is well known that stress has a significant impact on public health and more evidence shows that stressors generally are greater in populations of lower socioeconomic status. Cold-induced stress inhibits immune cell activity and has been shown to cause different expressions of cytokine profiles during Chlamydia muridarum genital infection. Dendritic cells (DCs) and macrophages(MØ) are immune cells that express beta2-adrenergic receptor (β2-AR) and with key roles during chlamydia genital infection. This study is aimed to investigate the role of β2-AR by using a β2-AR knockout mouse. Wildtype (WT) and β2-AR knockout(KO) mice were stressed for five minutes daily and infected with C. muridarum intravaginally. Non-stressed infected mice of the groups were used as controls. Bone-marrow-derived DCs and MØ were tested isolated, counted differentiated, and proliferated for cytokine production. The proliferation of DCs and macrophages in the presence/absence of β2-AR agonists and antagonists was tested. Data show that non-stressed mice had a higher production of cytokines than stressed mice. Increased production of TNF-α in LPS-treated DCs and MØ of WT and β2-AR KO was observed. The effect of fenoterol and ICI118,55 antagonist showed no significant difference in cytokine production. The data indicate that β2-AR KO and WT had a similar pattern of cytokine production suggesting that deficiency in β2-AR restores the function of immune cells during genital infection. Experiments are undergoing to fully understand the mechanisms involved in modulating the function of DC and MØ during chlamydia genital infection.
众所周知,压力对公众健康有重大影响,越来越多的证据表明,在社会经济地位较低的人群中,压力源通常更大。冷诱导的应激抑制免疫细胞活性,并已被证明在穆里达衣原体生殖器感染期间引起细胞因子谱的不同表达。树突状细胞(dc)和巨噬细胞(MØ)是表达β2-肾上腺素能受体(β2-AR)的免疫细胞,在衣原体生殖器感染中起关键作用。本研究旨在通过β2-AR敲除小鼠来研究β2-AR的作用。野生型(WT)和β2-AR敲除(KO)小鼠每天应激5分钟,经阴道感染muridarum。以各组非应激感染小鼠为对照。骨髓来源的dc和MØ被分离、计数分化和增殖以产生细胞因子。检测β2-AR激动剂和拮抗剂存在/不存在时DCs和巨噬细胞的增殖情况。数据显示,没有压力的老鼠比有压力的老鼠产生更多的细胞因子。观察到lps处理的dc中TNF-α的产生增加,WT和β2-AR KO的MØ的产生增加。非诺特罗与ici118,55拮抗剂对细胞因子产生的影响无显著差异。这些数据表明,β2-AR KO和WT具有相似的细胞因子产生模式,这表明β2-AR缺乏可以恢复生殖器感染期间免疫细胞的功能。实验正在进行,以充分了解在衣原体生殖器感染过程中调节DC和MØ功能的机制。
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引用次数: 0
Hypoxia increases Neisseria gonorrhoeae resistance to resazomycins: Role of Efflux Pumps and Oxidative Stress 缺氧增加淋病奈瑟菌对雷唑霉素的耐药性:外排泵和氧化应激的作用
Pub Date : 2023-04-18 DOI: 10.55632/pwvas.v95i2.967
J. Gibson
Neisseria gonorrhoeae (Ng) has developed resistance to all antibiotics previously and currently recommended for treatment of gonorrhea, underscoring the need for novel antimicrobials against this pathogen.  Resazomycins are highly effective antimicrobials against Ng in vitro. However, when these compounds were tested in a mouse model of gonorrhea, only one resazomycin, resorufin pentyl ether (RPE), exhibited any therapeutic effect. One reason for this difference between in vitro and in vivo therapeutic efficacy is increased resistance to resazomycins at low levels of oxygen (2%). We hypothesized this difference in susceptibility was due to altered activity of multi-drug efflux pumps. To test this, we screened a selection of Ngmutants that do not express or overexpress either the MtrCDE or NorM efflux pumps for Rz susceptibility. Overexpression of MtrCDE resulted in increased resistance to Rz at both 2% and ~20% oxygen suggesting resazurin may be a substrate of this efflux pump. Loss of expression of either MtrCDE or NorM had no effect on the increased resistance of Ng to resazurin at low oxygen. We next sought to determine whether the increased susceptibility of Rz at 20% oxygen is due to oxidative stress. To test this, we measured the susceptibility of Ng to Rz in the presence and absence of the antioxidants, cysteine HCl and glutathione, at 20% oxygen. In the presence of cysteine HCl or glutathione, multiple Ng strains had a higher Rz MIC at 20% oxygen. Here, we have shown oxygen concentration affects Ngsusceptibility to Rz due to increased oxidative stress.
淋病奈瑟菌(Ng)已对以前和目前推荐用于治疗淋病的所有抗生素产生耐药性,这突出表明需要针对该病原体的新型抗菌剂。雷唑霉素是体外抗Ng的高效抗菌剂。然而,当这些化合物在小鼠淋病模型中进行测试时,只有一种雷唑霉素,再芦苯戊醚(RPE)显示出任何治疗效果。体外和体内治疗效果存在差异的一个原因是在低氧水平(2%)下对雷唑霉素的耐药性增加。我们假设这种敏感性差异是由于多药物外排泵活性的改变。为了验证这一点,我们筛选了一些不表达或过表达MtrCDE或NorM外排泵的Ngmutants来检测Rz敏感性。MtrCDE的过表达导致在2%和~20%氧条件下对Rz的抗性增加,表明reazurin可能是该外排泵的底物。MtrCDE或NorM的表达缺失对Ng在低氧条件下对reazurin抗性的增加没有影响。接下来,我们试图确定在20%氧下Rz敏感性的增加是否由于氧化应激。为了验证这一点,我们测量了在20%氧气条件下,在存在和不存在抗氧化剂(半胱氨酸HCl和谷胱甘肽)的情况下,Ng对Rz的敏感性。在半胱氨酸HCl或谷胱甘肽存在下,多个Ng菌株在20%氧下具有较高的Rz MIC。在这里,我们已经证明氧浓度会由于氧化应激的增加而影响ngna对Rz的易感性。
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引用次数: 0
The Identification of Fungal Isolates Capable of Inhibiting Growth of Methicillin-Resistant Staphylococcus aureus 抑制耐甲氧西林金黄色葡萄球菌生长的真菌分离株的鉴定
Pub Date : 2023-04-18 DOI: 10.55632/pwvas.v95i2.972
Madelyn K. Logan, S. Cantlay, Joseph Horzempa
With antibiotic resistance on the rise, it is important that the scientific community continues to advance our understanding of antibiotics and grow our medicinal arsenal of treatments. The potential exists for many novel compounds to be discovered from fungal extracts that can save lives, following suit of the one of the earliest characterized antibiotics, penicillin. These fungal-derived compounds can be used as new therapeutics to treat infections that have developed resistance to current antibiotics. A variety of types of fungi can produce secondary metabolites that are useful for medical purposes, so it is worthwhile to screen a wide range of environmental isolates. Dozens of environmental fungi were isolated from West Liberty soil, water, and dust. Seven different species were able to kill or inhibit Methicillin-Resistant Staphylococcus aureus (MRSA) on a Tryptic Soy Agar (TSA) plate. Sequencing of the 18S rRNA gene was used to identify three isolated fungi. Ongoing investigations seek to extract and purify their antibiotic secondary metabolites.
随着抗生素耐药性的上升,重要的是科学界继续推进我们对抗生素的理解,并扩大我们的药物治疗库。继最早被发现的抗生素之一盘尼西林之后,从真菌提取物中发现许多可以挽救生命的新化合物的潜力是存在的。这些真菌衍生的化合物可作为治疗对现有抗生素产生耐药性的感染的新疗法。各种类型的真菌可以产生对医疗用途有用的次级代谢物,因此值得筛选广泛的环境分离物。从West Liberty的土壤、水和灰尘中分离出数十种环境真菌。在胰大豆琼脂(TSA)平板上,7种不同的菌种能够杀死或抑制耐甲氧西林金黄色葡萄球菌(MRSA)。利用18S rRNA基因测序鉴定了三株分离真菌。正在进行的研究试图提取和纯化其抗生素次级代谢物。
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引用次数: 0
NSF S-STEM Program - Supporting Undergraduate Cohorts of Career-Ready Engineering and Science Scholars (SUCCESS) Project at WVU Tech – Year 2 updates NSF S-STEM计划-支持西弗吉尼亚理工大学工程和科学学者本科群体(SUCCESS)项目-第二年更新
Pub Date : 2023-04-18 DOI: 10.55632/pwvas.v95i2.1008
Kenan Hatipoglu, Yogendra Panta, Cao Thang Bui, Tamara Floyd-Smith, Joan Neff
The SUCCESS project’s main goal is to recruit, retain, and graduate low-income STEM students at WVU Tech and this abstract contains updates for Year 2. The recruitment activities started in early 2021 and continued during the summer of 2021 to form Cohort 1 and during the summer of 2022 to form Cohort 2. Currently, there are 19 scholars/students in the program. 12 new students (10 Computer Science (CS) and 2 Information Systems (IS) majors) were accepted in Fall 2022 and these 12 students are forming Cohort 2. 6 students were accepted into Electrical Engineering (EE) (4), Computer Engineering (CpE) (1), and CS (1) programs in Fall 2021. 2 EE and 1 CS students entered the program in Spring 2022. Two students (both EEs) stopped out of school for mainly their personal issues. These 7 students are forming Cohort 1. So far, scholars have completed at least one entrepreneurship course, attended career fairs, met with industry mentors, and attended senior design presentation events. Some of the scholars work with faculty on research projects. Students are actively engaging with the IEEE/ACM student branches and some of the scholars took leadership positions in these organizations. The SUCCESS team is regularly collecting and analyzing feedback from scholars to ensure that the necessary improvements are implemented. Every semester, scholars’ feedback is collected through pre-, mid-, and post-surveys. These surveys provide insights into scholars’ course/program performance, career updates, and also the level of persistence toward their program of study and entrepreneurship minor. This project is funded by NSF DUE S-STEM Program from 2021-2026.
SUCCESS项目的主要目标是在西弗吉尼亚理工大学招募、留住和毕业低收入STEM学生,本摘要包含第二年的更新。招募活动于2021年初开始,并在2021年夏季继续形成第1组,并在2022年夏季形成第2组。目前,该项目共有19名学者/学生。2022年秋季招收了12名新生(10名计算机科学(CS)专业和2名信息系统(IS)专业),这12名学生组成了第二批。2021年秋季,6名学生被电气工程(EE)(4)、计算机工程(CpE)(1)和计算机科学(1)专业录取。2名EE和1名CS学生于2022年春季进入该项目。两名学生(都是ee)主要因为个人问题而辍学。这7个学生组成了第一组。到目前为止,学者们已经完成了至少一门创业课程,参加了招聘会,会见了行业导师,并参加了高级设计演讲活动。一些学者与教师合作进行研究项目。学生们积极参与IEEE/ACM学生分支机构,一些学者在这些组织中担任领导职务。SUCCESS团队定期收集和分析来自学者的反馈,以确保实施必要的改进。每学期通过课前、中、后调查收集学者反馈。这些调查提供了对学者的课程/项目表现、职业更新以及对他们的学习项目和创业辅修项目的坚持程度的见解。 本项目由NSF DUE S-STEM项目资助,资助期限为2021-2026年。
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引用次数: 0
The Efficacy, Toxicity & Pharmacology of Dillapiole: a potential new treatment for Tularemia 迪拉普利的疗效、毒性和药理作用:一种治疗兔热病的新方法
Pub Date : 2023-04-18 DOI: 10.55632/pwvas.v95i2.977
Elio Delatore III, Joseph Horzempa, Zachary T Clark, Megan A Ayala
Francisella tularensis, a highly infectious bacterium, is the causative agent of Tularemia (rabbit fever). Categorized by the Center for Disease Control and Prevention as a Category A bioterrorism agent, Francisella tularensis is of the highest level of concern. Previously, we identified that dillapiole, a compound extracted from fennel, dampens F. tularensis virulence gene expression.  While having no apparent effect on the viability of F. tularensis, treatment with this compound leads to reduced bacterial viability during in vitro infection of THP-1 monocytes and RAW 264.7 macrophages.  In this study, we sought to determine if dillapiole exhibited a therapeutic effect in vivo, and to characterize the toxicity and pharmacology of this compound.  In a murine tularemia model, female mice treated with dillapiole trended toward increased survival compared to those treated with the vehicle.  However, dillapiole- or vehicle-treated male mice showed increased mortality compared to the females, suggesting gender-specific differences in the murine immune response to F. tularensis. Dillapiole was not toxic to HEK-293 cells in vitro, nor was this compound toxic to primary human hepatocytes when tested up to a concentration of 11 mg/ml (50 mM).  Dillapiole was shown to be relatively stable in human, rat, and mouse plasma with a half-life greater than 120 minutes in all cases.  However, this compound showed moderately high binding to plasma proteins (86% in human plasma and 75% in mouse plasma).  In addition, while dillapiole showed moderate clearance by human and rat liver microsomes, mouse liver microsomes exhibited high clearance.  Collectively, these data could explain the minimal efficacy observed in vivo.  Therefore, future investigations should involve the rat infection model to determine the potential efficacy of dillapiole as a novel treatment for tularemia.
土拉菌是一种传染性很强的细菌,是土拉菌病(兔热)的病原体。被疾病控制和预防中心列为a类生物恐怖制剂的土拉菌是最令人担忧的。先前,我们发现从茴香中提取的化合物dillapiole可以抑制土拉菌毒力基因的表达。虽然对土拉菌的活力没有明显影响,但在体外感染THP-1单核细胞和RAW 264.7巨噬细胞时,用该化合物治疗会导致细菌活力降低。在这项研究中,我们试图确定dillapole是否在体内表现出治疗效果,并表征该化合物的毒性和药理学。在小鼠兔热病模型中,用dillapole治疗的雌性小鼠比用载药治疗的小鼠存活率更高。然而,与雌性相比,dillapole或载体处理的雄性小鼠的死亡率更高,这表明小鼠对土拉菌的免疫反应存在性别特异性差异。在体外实验中,dillapole对HEK-293细胞没有毒性,当浓度达到11 mg/ml (50 mM)时,这种化合物对人原代肝细胞也没有毒性。dillapole在人、大鼠和小鼠血浆中相对稳定,半衰期均大于120分钟。然而,该化合物与血浆蛋白的结合程度中等(人血浆中86%,小鼠血浆中75%)。此外,虽然dillapole对人和大鼠肝微粒体的清除率中等,但小鼠肝微粒体的清除率较高。总的来说,这些数据可以解释在体内观察到的最小疗效。因此,未来的研究应涉及大鼠感染模型,以确定dillapole作为一种新的治疗土拉菌病的潜在疗效。
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引用次数: 0
An Examination of Gunshot Residue and Lead Exposure 枪击残留物和铅暴露的检验
Pub Date : 2023-04-18 DOI: 10.55632/pwvas.v95i2.995
Linsee Mullennex, Kristy Henson
This study examines the longevity of gunshot residue (GSR) for lead-based and lead-free ammunition and verifies that lead-free ammunition is truly lead-free. While a GSR presumptive test is not a definitive answer to whether GSR is explicitly present, it gives law enforcement an idea of whether to consider if more expensive testing is needed. This research will also highlight whether different means of examination for GSR in a forensic setting are necessary due to the evolving variety of lead-free ammunition entering the market.    Switching to lead-free ammunition will significantly reduce lead exposure. Lead shows high toxicity for many organisms but continues to be dumped into the environment in large quantities. Lead poisoning can cause side effects such as anemia, infertility, and vitamin D deficiency.    Ward’s Gunshot Residue Presumptive Kit and Sherlock Instant Lead Test Kit were used in this research to indicate the presence of lead, barium, and antimony with color change using a specific sequence of chemicals. Ward’s Gunshot Residue Presumptive test was tested during three scenarios in which a firearm was discharged. The Sherlock Instant Lead Test Kit was used to swab all ammunition advertised as lead-free such as the primer, gunshot residue, casing, and bullet.    In conclusion, Ward’s Gunshot Residue Presumptive Kit was not sensitive enough to use in real-life scenarios and yielded no results. The Sherlock Instant Lead Test Kit confirmed that lead-free ammunition is truly lead-free, reducing lead exposure when firing a gun and potentially creating issues when examining GSR (lead specifically) in forensics settings.
本研究考察了铅基弹药和无铅弹药的弹残寿命,验证了无铅弹药是真正的无铅弹药。虽然GSR推定测试并不能明确回答是否存在GSR,但它给执法部门提供了一个想法,即是否需要考虑更昂贵的测试。这项研究还将强调,由于进入市场的无铅弹药种类不断变化,是否需要在法医环境中对GSR进行不同的检查。改用无铅弹药将大大减少铅暴露。铅对许多生物体显示出很高的毒性,但仍在大量排放到环境中。铅中毒会导致贫血、不孕症和维生素D缺乏等副作用。沃德的枪击残留物推定试剂盒和夏洛克即时铅测试试剂盒在本研究中使用了铅,钡和锑的存在,并使用特定的化学物质序列进行颜色变化。沃德的枪击残留物推定测试在三种情况下进行了测试,其中有一种情况是枪支被释放的。夏洛克即时铅含量检测试剂盒用于检测所有无铅弹药,如底火、射击残留物、弹壳和子弹。总之,沃德的枪击残留物推定试剂盒不够灵敏,无法在现实生活中使用,也没有得出任何结果。Sherlock即时铅测试套件证实无铅弹药是真正的无铅弹药,减少了射击时的铅暴露,并在法医环境中检查GSR(特别是铅)时可能产生问题。
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引用次数: 0
Examination and Assessment of the Environmental Health of a Non-Acid Mining Drainage Site 某非酸性矿山排水场地环境健康检测与评价
Pub Date : 2023-04-18 DOI: 10.55632/pwvas.v95i2.989
Kamden Dulaney, M. Flood
  The overall aim of this undergraduate research was to quantify and identify trends within the bacterial environment at a non-acid mining drainage site in Lumberport, West Virginia, United States, due to iron and aluminum contamination. As the environmental impact of metal contaminants in acid mining drainage has been a concern for decades, this project is an excellent attempt to assess whether filtration methods are within local standards, to raise awareness of the potential bacterial hazards due to metal contaminants, and to discover the detrimental effects of mining drainage in general. Through community-level profiling and multi-parameter analysis, the percent functional diversity and percent variation of bacterial populations were quantified, as well as the pH and temperature throughout 8 collection points at different proximities from the direct mining drainage. It was determined that due to the mining drainage, the pH increases, the temperature increases, and the percent functional diversity increases.
这项本科生研究的总体目标是量化和确定由于铁和铝污染在美国西弗吉尼亚州伦伯波特一个非酸性采矿排水地点细菌环境中的趋势。由于酸性采矿废水中金属污染物对环境的影响已经被关注了几十年,该项目是评估过滤方法是否符合当地标准,提高对金属污染物潜在细菌危害的认识,并发现采矿废水的有害影响的一个很好的尝试。通过群落水平分析和多参数分析,量化了8个采集点的功能多样性百分比和细菌种群变异百分比,以及pH和温度。结果表明,由于采掘排水,pH值升高,温度升高,功能多样性百分比增加。
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引用次数: 0
Basic Cryptographic Concepts and Open Problems in Hash Function Security 哈希函数安全性中的基本密码学概念和开放问题
Pub Date : 2023-04-18 DOI: 10.55632/pwvas.v95i2.993
J. Smith, Donald Mills
JOHNNA SMITH, Dept of Mathematics, Shepherd University, Shepherdstown, WV, 25443, and DONALD MILLS, Dept of Computer Sciences, Mathematics, and Engineering, Shepherd University, Shepherdstown, WV, 25443. Analysis of basic cryptographic concepts and recent open problems in hash function security.    The objectives of this study are to show an understanding of cryptographic concepts as well as highlight recent open problems involving hash function security. The method of study used included reading the first five chapters of Cryptography: Theory and Practice by Stinson and Paterson as well as a recent paper that outlined open problems in hash function security. Then, written reports were delivered on the information learned which included selected proofs and solved examples. The essentials of the opening report introduce the basic elements of cryptography: cryptosystems, cryptographic tools, message integrity, protocols, and security approaches. Chapter 2 of “Cryptography” describes various types of ciphers including Shift, Substitution, Affine, Vigenère, Hill, Permutation, and Stream Ciphers, as well as how to cryptanalyze them. The third report focuses on the One-time Pad, entropy, perfect security, and cryptographic security, specifically unconditional security, as introduced by Claude Shannon in his work on information theory. Throughout the fourth report, block and stream ciphers, including substitution-permutation networks, attacks such as linear and differential cryptanalysis, and modes of operation are discussed. In the fifth report, basic concepts of cryptography, hash function and message authentication are discussed, including iterated hash function, sponge construction, and unconditionally secure MACS. Using the information learned from the previous reports, current problems in hash functions were then researched. In conclusion, open problems in hash function security include collision resistance, preimage resistance, and resistant to length extension attacks. The project was sponsored by the NSF S-STEM Grant (DUE-2130267).  
约翰娜·史密斯(JOHNNA SMITH),谢泼德大学数学系,西弗吉尼亚州谢泼德斯敦,25443;唐纳德·米尔斯(DONALD MILLS),谢泼德大学计算机科学、数学和工程系,西弗吉尼亚州谢泼德斯敦,25443。分析了基本的密码学概念和哈希函数安全性的最新开放问题。本研究的目的是展示对密码学概念的理解,并强调涉及哈希函数安全性的最新开放问题。使用的学习方法包括阅读Stinson和Paterson的《密码学:理论与实践》的前五章,以及最近概述了哈希函数安全性中开放问题的一篇论文。然后,就学习到的信息提交书面报告,其中包括选择的证明和解决的例子。开场报告的要点介绍了密码学的基本要素:密码系统、密码工具、消息完整性、协议和安全方法。“密码学”的第2章描述了各种类型的密码,包括移位,替换,仿射,vigen,希尔,排列和流密码,以及如何对它们进行密码分析。第三份报告侧重于一次性Pad、熵、完美安全性和加密安全性,特别是无条件安全性,这是Claude Shannon在他的信息论工作中介绍的。在整个第四份报告中,讨论了分组和流密码,包括替换置换网络,攻击,如线性和差分密码分析,以及操作模式。第五篇报告讨论了密码学、哈希函数和消息认证的基本概念,包括迭代哈希函数、海绵构造和无条件安全MACS。利用从前面的报告中学到的信息,研究了当前哈希函数中存在的问题。总之,哈希函数安全性中的开放性问题包括抗碰撞、抗预像和抗长度扩展攻击。本项目由NSF S-STEM基金(du -2130267)资助。
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Proceedings of the West Virginia Academy of Science
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