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大数据分析下攻击性数据超前安全预警仿真 被引量:6
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作者 李静毅 杨雪梅 晁晓洁 《计算机仿真》 北大核心 2019年第5期226-229,共4页
对大数据分析下攻击性数据进行超前安全预警能够识别攻击性数据的攻击手段,对保证网络安全具有重要意义。针对当前大数据分析下攻击性数据超前安全预警方法存在的预警及时性较差,且无法准确对攻击性数据进行识别的问题,提出一种基于RBF... 对大数据分析下攻击性数据进行超前安全预警能够识别攻击性数据的攻击手段,对保证网络安全具有重要意义。针对当前大数据分析下攻击性数据超前安全预警方法存在的预警及时性较差,且无法准确对攻击性数据进行识别的问题,提出一种基于RBF神经网络的大数据分析下攻击性数据超前安全预警方法,通过计算攻击性数据样本的聚类中心,对大数据分析下攻击性数据样本进行自适应聚类,并通过对径向基函数的宽度进行扩展,实现大数据分析下攻击性数据样本自适应分类,根据分类结果,构建RBF神经网络,确定攻击性数据超前安全预警的目标函数,并对RBF神经网络参数进行调整,建立大数据分析下攻击性数据超前安全预警模型,实现攻击性数据超前安全预警。实验结果表明,所提方法对攻击性数据识别速度较快,保证了预警及时性,且对攻击性数据的识别准确度较高。 展开更多
关键词 数据分析 攻击性数据 超前 安全预警
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Certificateless Public Key Encryption with Keyword Search 被引量:24
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作者 PENG Yanguo CUI Jiangtao +1 位作者 PENG Changgen YING Zuobin 《China Communications》 SCIE CSCD 2014年第11期100-113,共14页
Public Key Encryption with Keyword Search (PEKS), an indispensable part of searchable encryption, is stock-in- trade for both protecting data and providing operability of encrypted data. So far most of PEKS schemes ... Public Key Encryption with Keyword Search (PEKS), an indispensable part of searchable encryption, is stock-in- trade for both protecting data and providing operability of encrypted data. So far most of PEKS schemes have been established on Identity-Based Cryptography (IBC) with key escrow problem inherently. Such problem severely restricts the promotion of IBC-based Public Key Infrastructure including PEKS component. Hence, Certificateless Public Key Cryptography (CLPKC) is efficient to remove such problem. CLPKC is introduced into PEKS, and a general model of Certificateless PEKS (CLPEKS) is formalized. In addition, a practical CLPEKS scheme is constructed with security and efficiency analyses. The proposal is secure channel free, and semantically secure against adaptive chosen keyword attack and keyword guessing attack. To illustrate the superiority, massive experiments are conducted on Enron Email dataset which is famous in information retrieval field. Compared with existed constructions, CLPEKS improves the efficiency in theory and removes the key escrow problem. 展开更多
关键词 provable secure certificateless public key encryption keyword search
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PHF20 collaborates with PARP1 to promote stemness and aggressiveness of neuroblastoma cells through activation of SOX2 and OCT4 被引量:6
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作者 Wenyong Long Wei Zhao +8 位作者 Bo Ning Jing Huang Junjun Chu Linfeng Li Qianquan Ma Changsheng Xing Helen Y. Wang Qing Liu Rong-Fu Wang 《Journal of Molecular Cell Biology》 SCIE CAS CSCD 2018年第2期147-160,共14页
The differentiation status of neuroblastoma (NB) strongly correlates with its clinical outcomes; however, the molecular mechanisms driving maintenance of sternness and differentiation remain poorly understood. Here,... The differentiation status of neuroblastoma (NB) strongly correlates with its clinical outcomes; however, the molecular mechanisms driving maintenance of sternness and differentiation remain poorly understood. Here, we show that plant homeodomain finger-containing protein 20 (PHF20) functions as a critical epigenetic regulator in sustaining stem cell-like phenotype of NB by using CRISPR/Casg-based targeted knockout (KO) for high-throughput screening of gene function in NB cell differentiation. The expression of PHF20 in NB was significantly associated with high aggressiveness of the tumor and poor outcomes for NB patients. Deletion of PHF20 inhibited NB cell proliferation, invasive migration, and stem ceU-Uke traits. Mechanistically, PHF20 interacts with poly(ADP-ribose) polymerase 1 (PARP1) and directly binds to promoter regions of octamer-binding transcription factor 4 (OCT4) and sex determining region Y-box 2 (SOX2) to modulate a histone mark associated with active transcription, trimethylation of lysine 4 on histone H3 protein subunit (H3K4me3). Overexpression of OCT4 and SOX2 restored growth and progression of PHF20 KO tumor cells. Consistently, OCT4 and SOX2 protein levels in clinical NB specimens were positively correlated with PHF20 expression. Our results establish PHF20 as a key driver of NB stem cell-like properties and aggressive behaviors, with implications for prognosis and therapy. 展开更多
关键词 PHF20 NEUROBLASTOMA PARP1 cancer stem cell-like traits epigenetic regulation
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