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融合Inception与SE-Attention的加密流量移动业务识别
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作者 王依菁 王清贤 +2 位作者 丁大钊 闫廷聚 曹琰 《计算机科学》 CSCD 北大核心 2024年第10期399-407,共9页
移动设备通常接入无线局域网,并依赖WiFi加密协议对网络中数据链路层流量进行加密,以维护通信安全。然而,现有加密流量识别方法主要针对网络层及以上的流量载荷进行分析,无法有效识别链路层加密流量的移动业务类别。针对该问题,提出了... 移动设备通常接入无线局域网,并依赖WiFi加密协议对网络中数据链路层流量进行加密,以维护通信安全。然而,现有加密流量识别方法主要针对网络层及以上的流量载荷进行分析,无法有效识别链路层加密流量的移动业务类别。针对该问题,提出了一种在WiFi加密场景下基于链路层流量的移动业务识别方法。通过被动嗅探WiFi数据帧,提取链路层中可用的流量侧信道特征,将流量数据转换为二维直方图矩阵。融合Inception网络和SE-Attention机制,提出识别模型——SE-Inception,旨在更好地捕捉到流量数据帧分布特征中的细节和全局信息,突出对重要特征的关注,以提高识别准确率。文中采用真实数据集进行实验验证,结果表明该方法在WiFi加密场景下可有效识别链路层加密流量的移动业务类别,平均准确率可达98.29%,相比于已有的识别方法具有更优的性能。 展开更多
关键词 无线局域网 链路层加密流量 流量识别 INCEPTION SE注意力机制
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结合容错攻击和内存区域统计的ASLR绕过方法 被引量:2
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作者 彭建山 丁大钊 王清贤 《计算机工程与应用》 CSCD 北大核心 2019年第2期72-78,共7页
ASLR是防御漏洞攻击的重要保护机制,而容错攻击是绕过ASLR的主要方法之一,即利用容错机制重复尝试搜索内存中的敏感信息。针对目前容错攻击的搜索算法耗时长导致实用性不强的问题,提出了一种结合容错攻击和内存区域统计的ASLR绕过方法... ASLR是防御漏洞攻击的重要保护机制,而容错攻击是绕过ASLR的主要方法之一,即利用容错机制重复尝试搜索内存中的敏感信息。针对目前容错攻击的搜索算法耗时长导致实用性不强的问题,提出了一种结合容错攻击和内存区域统计的ASLR绕过方法。通过软件逆向深入分析容错攻击的原理,包括操作系统和浏览器等软件的容错机制内部实现和容错攻击实现方法;分析进程内存空间分布,统计不同区域的系统DLL分布的平均比例,选定最大概率内存区域搜索DLL并定位关键基址,从而绕过ASLR保护,实验结果证明该方法相对现有方法极大缩短了平均耗时和最大耗时,提高了容错攻击的实用性;探讨了容错攻击更多的应用前景。 展开更多
关键词 容错机制 异常处理 ASLR绕过 漏洞攻击
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Verification of the Orbital Character of Low-Lying M1 Excitation Mode in ^(160)Gd by 22MeV Proton Inelastic Scattering at a Forward Angle
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作者 AN Zhu SHI Zongren +1 位作者 CHEN Quan ding dazhao 《Chinese Physics Letters》 SCIE CAS CSCD 1995年第11期649-652,共4页
By 22MeV proton inelastic scattering at the forward angle of 10°,the orbital character of new low-lying M1 excitation states in ^(160)Gd has been verified.At the same time,several new energy levels of ^(160)Gd ar... By 22MeV proton inelastic scattering at the forward angle of 10°,the orbital character of new low-lying M1 excitation states in ^(160)Gd has been verified.At the same time,several new energy levels of ^(160)Gd are observed,and values of spin,parity and deformation length for two new energy levels with excitation energies of 2.558 and 2.607 MeV are given via collective distorted wave Born approximation calculations. 展开更多
关键词 excitation COLLECTIVE distorted
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Empirical Effective Interaction in 22MeV Proton Scattering
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作者 AN Zhu CHEN Quan +3 位作者 ding dazhao SHI Zongren WAN Shuyang GAO Keyang 《Chinese Physics Letters》 SCIE CAS CSCD 1994年第7期401-404,共4页
Inelastic differential cross sections of 22 MeV proton scattering for 5 excited states of 28Si have been measured from 10°to 115°.Empirical effective interactions were extracted within the frame of DWBA from... Inelastic differential cross sections of 22 MeV proton scattering for 5 excited states of 28Si have been measured from 10°to 115°.Empirical effective interactions were extracted within the frame of DWBA from the normal parity state data which transition densities were known from electron scattering.The fitting is good except for the forward angle of 4^(+)_(1) and 0^(+)_(2) states.The results are discussed. 展开更多
关键词 SCATTERING STATES EXCITED
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Study of Giant Dipole Resonance in Hot Rotating Nucleus ^(132)Ce
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作者 ZHU Lihua HUANG Zhengde +3 位作者 HOU Long ding dazhao ZHANG Peihua ZHAO Zhizheng 《Chinese Physics Letters》 SCIE CAS CSCD 1995年第3期148-151,共4页
High-energyγ-rays from the deexcitation of giant dipole resonance have been measured from the decay of compound nucleus ^(132)Ce^(*) formed by the ^(16)O+^(116)Sn reaction at an incident particle energy of 85.0MeV of... High-energyγ-rays from the deexcitation of giant dipole resonance have been measured from the decay of compound nucleus ^(132)Ce^(*) formed by the ^(16)O+^(116)Sn reaction at an incident particle energy of 85.0MeV of ^(16)O.Theγ-ray multiplicity distribution of this reaction is calibrated with a multiplicity filter composed of 14 hexagonal BGO crystals.The shape evolution of the ^(132)Ce^(*) has been studied as a function of spin.The results reveal that the deformation parameter of prolate ^(132)Ce reduces when spin increases. 展开更多
关键词 MULTIPLICITY HEXAGONAL
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