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Intrusion Detection Using Federated Learning for Computing
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作者 R.S.Aashmi T.Jaya 《Computer Systems Science & Engineering》 SCIE EI 2023年第5期1295-1308,共14页
The integration of clusters,grids,clouds,edges and other computing platforms result in contemporary technology of jungle computing.This novel technique has the aptitude to tackle high performance computation systems a... The integration of clusters,grids,clouds,edges and other computing platforms result in contemporary technology of jungle computing.This novel technique has the aptitude to tackle high performance computation systems and it manages the usage of all computing platforms at a time.Federated learning is a collaborative machine learning approach without centralized training data.The proposed system effectively detects the intrusion attack without human intervention and subsequently detects anomalous deviations in device communication behavior,potentially caused by malicious adversaries and it can emerge with new and unknown attacks.The main objective is to learn overall behavior of an intruder while performing attacks to the assumed target service.Moreover,the updated system model is send to the centralized server in jungle computing,to detect their pattern.Federated learning greatly helps the machine to study the type of attack from each device and this technique paves a way to complete dominion over all malicious behaviors.In our proposed work,we have implemented an intrusion detection system that has high accuracy,low False Positive Rate(FPR)scalable,and versatile for the jungle computing environment.The execution time taken to complete a round is less than two seconds,with an accuracy rate of 96%. 展开更多
关键词 Jungle computing high performance computation federated learning false positive rate intrusion detection system(IDS)
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厦门海域气溶胶光学特性的观测研究 被引量:12
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作者 麻金继 杨世植 张玉平 《量子电子学报》 CAS CSCD 北大核心 2005年第3期473-476,共4页
在讨论了太阳辐射计标定的基础上,介绍了利用多波段太阳辐射计对厦门海域气溶胶光学厚度的测量。研究测量结果表明厦门海域气溶胶的Jungle参数是3.0017,它具有大陆模式的特性。
关键词 大气光学 气溶胶 光学厚度 Jungle参数 Langley法 海洋
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《屠场》翻译中的主体间性研究
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作者 张慧 《郭沫若学刊》 2015年第1期38-42,共5页
根据普遍语用学原理,译者只有发挥创造精神,营造和谐的主体间性,才能在各种翻译策略中寻找出一个平衡度。本文从译者对作者的认知、译者对读者的理解以及译者与作品中主人公的对话这几个角度出发,考察交往行为理论翻译观在郭沫若翻译研... 根据普遍语用学原理,译者只有发挥创造精神,营造和谐的主体间性,才能在各种翻译策略中寻找出一个平衡度。本文从译者对作者的认知、译者对读者的理解以及译者与作品中主人公的对话这几个角度出发,考察交往行为理论翻译观在郭沫若翻译研究中的指导意义,弥补结构主义语言学范式的翻译研究对主观创造性的忽视,从而在交往行为中寻找出翻译中的共识性规律,并进一步考察郭沫若翻译艺术的特色。 展开更多
关键词 The JUNGLE 《屠场》 交往行为理论 主体间性
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The Nature in The Red Badge of Courage
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作者 严琦 林芸 《海外英语》 2014年第21期212-213,共2页
The Red Badge of Courage of Stephen Crane is very famous for its description of human being in the cold, manipulating world who act as animals.[1]In this novel, we can find not only the nature environment but also the... The Red Badge of Courage of Stephen Crane is very famous for its description of human being in the cold, manipulating world who act as animals.[1]In this novel, we can find not only the nature environment but also the natural shadow of human beings. In this critique, I will try to analyze the relationship between the natural world and human beings. 展开更多
关键词 NATURE the Jungle’s LAW NATURALISM
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Bioactive potential of the wild edible mushroom Ramaria versatilis
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作者 Dattaraj HR Sridhar KR +1 位作者 Jagadish BR Pavithra M 《Studies in Fungi》 2020年第1期73-83,共11页
The scrub jungles of the southwestern India support different mushrooms of economic significance.The coral mushrooms belong to the genus Ramaria distributed worldwide and many species are edible,medicinal and ectomyco... The scrub jungles of the southwestern India support different mushrooms of economic significance.The coral mushrooms belong to the genus Ramaria distributed worldwide and many species are edible,medicinal and ectomycorrhizal.Ramaria versatilis occurring in scrub jungles were analyzed for biochemical profile and antioxidant potential.Qualitative tests of uncooked samples showed presence of saponins,flavonoids,alkaloids,terpenoids and coumarins,whereas the cooked samples possess saponins,alkaloids,terpenoids,cardiac glycosides and coumarins.Quantitative assessment revealed significantly higher quantities of total phenolics as well as vitamin C in uncooked than cooked samples.The total antioxidant activity,ferrous ion-chelation capacity and DPPH radical-scavenging activity were also significantly high in uncooked samples.Occurrence,substrates,mycorrhizal association and edibility of different Ramaria occurring in the Western Ghats region have been reviewed with comparison of nutritional and antioxidant potential of R.versatilis with other Ramaria spp. 展开更多
关键词 Antioxidant activities bioactive compounds ectomycorrhizae−scrub jungles
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Welcome to The Jungle:An analysis of the environmental description in The Jungle
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作者 王晓文 《海外英语》 2020年第7期208-209,共2页
Written by the American journalist and novelist Upton Sinclair, The Jungle has been renowned for its impact on the reform of meat packing industry during the early 20th century in America, as well as its political mes... Written by the American journalist and novelist Upton Sinclair, The Jungle has been renowned for its impact on the reform of meat packing industry during the early 20th century in America, as well as its political message that advances socialism. While this essay analyzes this work from the perspective of artistic achievements, especially the description of both natural and so?cial environment, and its contribution to the overall theme. 展开更多
关键词 Upton Sinclair The JUNGLE environmental DESCRIPTION FIGURES of SPEECH THEMATIC study
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品尼高公司在日本进行战略性投资
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《现代电视技术》 2003年第7期174-174,共1页
关键词 品尼高公司 战略性投资 JUNGLE KK公司 消费级软件
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Cate Blanchett佩戴Fendi Jungle系列太阳镜亮相独立精神奖2016年颁奖典礼
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《中国眼镜科技杂志》 2016年第8期150-150,共1页
近日,2016年电影独立精神奖的颁奖典礼如期举行,前奥斯卡影后Cate Blanchett身着一袭Gucci 2016春夏女装系列裸色刺绣长裙,佩戴同色系Fendi Jungle系列太阳镜,飘逸而至。太阳镜独特的几何形设计与长裙上的刺绣图案相呼应,在仙气四溢中... 近日,2016年电影独立精神奖的颁奖典礼如期举行,前奥斯卡影后Cate Blanchett身着一袭Gucci 2016春夏女装系列裸色刺绣长裙,佩戴同色系Fendi Jungle系列太阳镜,飘逸而至。太阳镜独特的几何形设计与长裙上的刺绣图案相呼应,在仙气四溢中点缀时尚气息。 展开更多
关键词 Cate Blanchett FENDI JUNGLE 刺绣图案 时尚气息 色彩搭配 仙气 镶嵌物 色系 透视效果 淡紫色
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随机森林方法在致病SNPs检测中的应用 被引量:1
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作者 姚俊杰 骆嘉伟 《世界科技研究与发展》 CSCD 2012年第4期613-616,共4页
通过全基因组关联研究发现了大量复杂疾病相关变异,近来关注的焦点又集中在了如何利用单核苷酸多态性数据进行深入分析,期待发现更多复杂疾病的易感基因。随机森林是一种新型的集成分类决策器,可以在对样本分类的同时,计算预测变量的重... 通过全基因组关联研究发现了大量复杂疾病相关变异,近来关注的焦点又集中在了如何利用单核苷酸多态性数据进行深入分析,期待发现更多复杂疾病的易感基因。随机森林是一种新型的集成分类决策器,可以在对样本分类的同时,计算预测变量的重要性值。该文将随机森林方法应用于全基因组数据,实验结果表明该方法可以作为致病SNPs检测的有效参考方法。 展开更多
关键词 随机森林 RANDOM JUNGLE 单核苷酸多态性 全基因组关联研究
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Ixora Coccinea Linn:Traditional Uses,Phytochemistry and Pharmacology 被引量:3
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作者 Manjeshwar Shrinath Baliga Poruthukaran John Kurian 《Chinese Journal of Integrative Medicine》 SCIE CAS 2012年第1期72-79,共8页
Ixora coccinea Linn., (Rubiaceae) commonly known as jungle of geranium and red ixora, is an evergreen shrub found throughout India. Depending on the medical condition, the flowers, leaves, roots, and the stem are us... Ixora coccinea Linn., (Rubiaceae) commonly known as jungle of geranium and red ixora, is an evergreen shrub found throughout India. Depending on the medical condition, the flowers, leaves, roots, and the stem are used to treat various ailments in the Indian traditional system of medicine, the Ayurveda, and also in various folk medicines. The fruits, when fully ripe, are used as a dietary source. Phytochemical studies indicate that the plant contains important phytochemicals such as lupeol, ursolic acid, oleanolic acid, sitosterol, rutin, lecocyanadin, anthocyanins, proanthocyanidins, glycosides of kaempferol and quercetin. Pharmacological studies suggest that the plant possesses antioxidative, antibacterial, gastroprotective, hepatoprotective, antidiarrhoeal, antinociceptive, antimutagenic, antineoplastic and chemopreventive effects, thus lending scientific support to the plant's ethnomedicinal uses. In the present review, efforts are made in addressing its ethnomedicinal uses, chemical constituents, and validated pharmacological observations. 展开更多
关键词 Ixora coccinea scarlet ixora jungle of geranium PHYTOCHEMISTRY PHARMACOLOGY
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Analysis of genetic diversity and phylogenetic relationships among red jungle fowls and Chinese domestic fowls
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作者 Steffen WEIGEND 《Science China(Life Sciences)》 SCIE CAS 2008年第6期560-568,共9页
Genetic diversity and phylogenetic relationships among 568 individuals of two red jungle fowl subspe- cies (Gallus gallus spadiceus in China and Gallus gallus gallus in Thailand) and 14 Chinese domestic chicken breeds... Genetic diversity and phylogenetic relationships among 568 individuals of two red jungle fowl subspe- cies (Gallus gallus spadiceus in China and Gallus gallus gallus in Thailand) and 14 Chinese domestic chicken breeds were evaluated with 29 microstaellite loci, the genetic variability within population and genetic differentiation among population were estimated, and then genetic diversity and phylogenetic relationships were analyzed among red jungle fowls and Chinese domestic fowls. A total of 286 alleles were detected in 16 population with 29 microsatellite markers and the average number of the alleles observed in 29 microsatellite loci was 9.86±6.36. The overall expected heterozygosity of all population was 0.6708±0.0251, and the number of population deviated from Hardy-Weinberg equilibrium per locus ranged from 0 to 7. In the whole population, the average of genetic differentiation among population, measured as FST value, was 16.7% (P<0.001), and all loci contributed significantly (P<0.001) to this differentiation. It can also be seen that the deficit of heterozygotes was very high (0.015) (P<0.01). Reynolds' distance values varied between 0.036 (Xiaoshan chicken-Luyuan chicken pair) and 0.330 (G. gallus gallus-Gushi chicken pair). The Nm value ranged from 0.533 (between G. gallus gallus and Gushi chicken) to 5.833 (between Xiaoshan chicken and Luyuan chicken). An unrooted consensus tree was constructed using the neighbour-joining method and the Reynolds' genetic distance. The heavy-body sized chicken breeds, Luyuan chicken, Xiaoshan chicken, Beijing Fatty chicken, Henan Game chicken, Huainan Partridge and Langshan chicken formed one branch, and it had a close genetic relationship between Xiaoshan chicken-Luyuan chicken pair and Chahua chicken-Tibetan chicken pair. Chahua chicken and Tibetan chicken had closer genetic relationship with these two subspecies of red jungle fowl than other domestic chicken breeds. G. gallus spadiceus showed closer phylogenetic relationship with Chinese domestic chicken breeds than G. gallus gallus. All 29 microstaellite loci in this study showed high levels of polymorphism and significant genetic differentiation was observed among two subspecies of red jungle fowl and 14 Chinese domestic chicken breeds. The evolutional dendrogram is as follows: evolutional breeds→primitive breeds (Chahua chicken and Tibetan)→red jungle fowl in China (G. gallus spadiceus)→red jungle fowl in Thailand (G. gallus gallus). The results supported the theory that the domestic fowls might originate from different subspecies of red jungle fowl and Chinese domestic fowls had independent origin. 展开更多
关键词 red JUNGLE FOWL domestic FOWL MICROSATELLITE genetic diversity PHYLOGENETIC relationship
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A Jungle in There
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作者 LI LI 《Beijing Review》 2009年第23期16-17,共2页
China’s youth are being increasingly subjected to Internet porn and online addictions Anational survey of children’sInternet surfing habits showedtroubling signs of a deepeningaddiction to online games andpornograph... China’s youth are being increasingly subjected to Internet porn and online addictions Anational survey of children’sInternet surfing habits showedtroubling signs of a deepeningaddiction to online games andpornography, sparking fears of an atten-dant surge in juvenile crime. 展开更多
关键词 A Jungle in There
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Welcome to the Jungle
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作者 BRANDON TAYLOR 《Beijing Review》 2011年第37期48-48,共1页
The rain gods always seem to know when I’m outside without an umbrella. They seldom miss an opportunity;whenever I venture out on an excursion into China’s wild the blue skies turn black, storm clouds rush in and th... The rain gods always seem to know when I’m outside without an umbrella. They seldom miss an opportunity;whenever I venture out on an excursion into China’s wild the blue skies turn black, storm clouds rush in and the skies let loose rains of biblical proportions. On any other day, I would have cursed the heavens and sought cover, 展开更多
关键词 Welcome to the Jungle
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“完美人族”的完美演出——WCG2004《星际争霸》决赛战报
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作者 Littlewing 《大众软件》 2004年第22期177-179,共3页
“关于《星际争霸》.你还留有多少记忆?”一年前从韩国报道WCG2003归来.《星际争霸》就再没出现在我们的视线中.大大小小的比赛都围绕着《魔兽争霸Ⅲ》展开。《星际争霸》已成为一种符号、一段胶片.存留于尘封的回忆中。2004年的WC... “关于《星际争霸》.你还留有多少记忆?”一年前从韩国报道WCG2003归来.《星际争霸》就再没出现在我们的视线中.大大小小的比赛都围绕着《魔兽争霸Ⅲ》展开。《星际争霸》已成为一种符号、一段胶片.存留于尘封的回忆中。2004年的WCG,对我来说是一种纪念.当我看到熟悉的刺蛇们在地图上奔走狂欢时, 展开更多
关键词 WCG2004 《星际争霸》 电子竞际 “Dahlia of Jungle”地图
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