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基于机器学习与特征工程的恶意链接检测研究 被引量:1
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作者 何智帆 姜和芳 +1 位作者 刘涛 姚兴博 《科技风》 2023年第9期63-65,共3页
随着互联网技术的飞速发展,人们对互联网的需求日益增加,同时互联网安全问题也逐渐引起人们的重视。其中,恶意URL(Malicious URLs)是网络安全研究的重要内容,因此实现对恶意URL的有效侦测对网络安全至关重要。本文介绍了恶意URL检测的... 随着互联网技术的飞速发展,人们对互联网的需求日益增加,同时互联网安全问题也逐渐引起人们的重视。其中,恶意URL(Malicious URLs)是网络安全研究的重要内容,因此实现对恶意URL的有效侦测对网络安全至关重要。本文介绍了恶意URL检测的应用背景及实现步骤,根据其攻击方式,归纳总结了两种常用的攻击方法,然后介绍了机器学习及特征工程在该领域中的应用情况,最后总结了现有方法不足之处,并对未来的研究方向做出了展望。 展开更多
关键词 互联网安全 恶意URL检测 机器学习 特征工程
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基于零信任的电网安全防护架构研究 被引量:14
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作者 刘涛 马越 +3 位作者 姜和芳 伍少成 左金鑫 彭童 《电力信息与通信技术》 2021年第7期25-32,共8页
针对电力信息系统安全边界逐渐模糊、外部攻击和内部威胁日益严重的问题,文章参考国内外零信任架构理论和实践,构建了基于零信任的智能电网安全防护架构。该架构主要包括终端可信感知Agent、多源数据汇总平台、智能信任评估平台、动态... 针对电力信息系统安全边界逐渐模糊、外部攻击和内部威胁日益严重的问题,文章参考国内外零信任架构理论和实践,构建了基于零信任的智能电网安全防护架构。该架构主要包括终端可信感知Agent、多源数据汇总平台、智能信任评估平台、动态访问控制平台及可信访问代理等。最后,以终端设备数据传输和业务办公场景2个典型应用场景为例,阐述基于零信任的电网安全防护架构在电网应用中的部署方案,为后续电力信息系统完善安全架构提供了建议。 展开更多
关键词 智能电网 零信任 安全防护架构 信任评估
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U-Pb geochronology,geochemistry and tectonic implications ofdiorite from Nangnimsan of Mehe in northern Da Hinggan Mountains 被引量:2
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作者 YIN Yue WANG Li +2 位作者 SUN Xia jiang hefang LI Liang 《Global Geology》 2017年第4期217-228,共12页
LA-ICP-MS zircon U-Pb dating indicates that the weighted average age of diorite from Nangnimsan,Mohe in the northern Da Hinggan Mountains in Heilongjiang Province is 516.2±1.7 Ma,as a result of magmatic intrusion... LA-ICP-MS zircon U-Pb dating indicates that the weighted average age of diorite from Nangnimsan,Mohe in the northern Da Hinggan Mountains in Heilongjiang Province is 516.2±1.7 Ma,as a result of magmatic intrusion of Early Cambrian. Geochemistry analysis indicates that the rocks belong to high-K calc-alkaline series,with low content of SiO_2( 52.24%-53.64%) and high Mg( MgO = 5.67%-6.56%,Mg~#= 61. 05-65. 46).The rocks are characterized by the enrichment of LREE and LILE( e.g. Rb,Ba,Pb),and relative depletion in HREE and HFSE( e.g. Ta,Nb,P,Ti),and with a high content of Sr( 442. 3-622. 3) × 10^(-6),Yb( 2.49-3.42) ×10^(-6) and Y( 25.64-35.49) ×10^(-6),and slightly negative Eu anormaly( δEu= 0.60-0.81). Based on Rb/Sr( 0.15-0.25) and Rb/Nb( 8.27-15.12),it is concluded that the primary magma of diorite was derived from the mixture of the crust and mantle. Combined with background of regional tectonic evolution,it is suggested that diorite was formed in the extensional environment after the collage of the EGM with the Siberian. 展开更多
关键词 Nangnimsan DIORITE U-PB GEOCHRONOLOGY GEOCHEMISTRY EXTENSION ENVIRONMENT
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Geochronology,geochemistry and Hf isotope of monzogranite in Niubiziliang of Qinghai 被引量:1
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作者 jiang hefang SUN Fengyue +4 位作者 LI Liang LI Ruihua YU Lu WANG Fei SHEN Dali 《Global Geology》 2016年第3期153-163,共11页
Zircon U-Pb dating, whole-rock geochemical analyses and Hf isotope are undertaken for the monzogranite in Niubiziliang area with the aim of constraining its formation time,petrogenesis and the regional tectonic settin... Zircon U-Pb dating, whole-rock geochemical analyses and Hf isotope are undertaken for the monzogranite in Niubiziliang area with the aim of constraining its formation time,petrogenesis and the regional tectonic setting. The zircons from monzogranite are euhedral-subhedral in shape,and display rhythm growth zoning,indicating a magmatic origin. LA-ICP-MS zircon U-Pb dating indicates the monzogranite formed most probably in the Late Devonian( 359. 0 ± 2. 6 Ma). The monzogranite has Si O2= 74. 69%--76. 11%,Al2O3=12. 07%--12. 81%,Na2 O + K2 O = 8. 24%--8. 70%,Na2 O / K2 O = 0. 60--0. 68,A / CNK > 1,which shows that it belongs to high-Si and high-K weakly peraluminous calc-alkaline series. The monzogranite is enriched in K,Rb,Th( LILEs) and La,Ce,Sm,Nd( LREEs); and depleted in Ba,U( HREEs) and Ta,Nb( HFSEs).Their zircon εHf( t) values range from 1. 21 to 3. 46,in response to their two-stage Hf model ages( TDM2) ranging from 1 034 Ma to 1 159 Ma,respectively,indicating that the primary magma was derived from the young crust in Meso-Neoproterozoic. Combined with the regional geological evolution background,it is considered that the Niubiziliang monzogranite formed the closure of North Qaidam ocean,which was the stretching stage product after the collision between Qaidam block and Qilian block. 展开更多
关键词 Hf同位素 同位素地球化学 锆石U-Pb年龄 长梁 LA-ICP-MS 二长花岗岩 柴达木地块 青海
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Zircon U-Pb geochronology and geochemistry of syenogranitesin western Niubiziliang,northwestern Qaidam,Qinghai 被引量:1
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作者 YU Lu SUN Fengyue +6 位作者 LI Bile LI Liang LI Ruihua jiang hefang WANG Fei SHAO Ji SHEN Dali 《Global Geology》 2017年第2期69-79,共11页
The study presents the results of U-Pb dating of zircons and whole-rock geochemical analyses of a syenogranite located in the western Niubiziliang area,China with the aim of determining its formation time,petrogenesis... The study presents the results of U-Pb dating of zircons and whole-rock geochemical analyses of a syenogranite located in the western Niubiziliang area,China with the aim of determining its formation time,petrogenesis and the regional tectonic setting. Zircons within the syenogranite are euhedral-subhedral and display rhythmic growth zoning,indicating a magmatic origin. Zircon U-Pb data obtained by LA-ICP-MS indicate the syenogranite formed in the Late Permian (260.7±1.5 Ma). The w(SiO_2) of syenogranites is 70.82%--73.59%,w(Al_2O_3) is 13.49%--14.82%,and w(Na_2O + K_2O) is 7.85%--8.52%,and yield K_2O/Na_2O ratios of 1.06--1.26. Therefore,the syenogranites belong to the high-K calc-alkaline and metaluminous (A/CNK< 1,A/NK > 1) series which display I-type granites similarly. The syenogranites also show the geochemical characteristics of volcanic arc rocks,being enriched in large-ion lithophile elements (LILEs; K,Rb) and light rare-earth elements (LREEs; La,Ce,Sm,Nd),but depleted in high field strength elements( HFSEs; Ta,Nb,P,Ti). On the whole,trace element ratios are close to the mean of the Earth's crust,indicating a lowercrust magma source. The low Sr (161--214) ×10^(-6) and Yb (1.08--1.80)×10^(-6) concentrations indicate that plagioclase and hornblende are residual mineral phases in the source. The regional geology and whole-rock geochemistry suggest that the formation of the syenogranites was related to subduction of the Zongwulong Ocean crust,and the north margin of Qaidam Block during the Late Permian was in an active continental margin tectonic setting. 展开更多
关键词 syenogranite zircon U-Pb dating GEOCHEMISTRY tectonic setting Zongwulong Ocean Niubiziliang
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