Machine Learning for Computer and Cyber Security最新文献

筛选
英文 中文
Detecting Controller Interlock-based Tax Evasion Groups in a Corporate Governance Network 公司治理网络中基于控制器联锁的逃税群体检测
Machine Learning for Computer and Cyber Security Pub Date : 2019-02-07 DOI: 10.1201/9780429504044-12
Ruan Jianfei, Zheng Yan, Bo Dong, Q. Zheng
{"title":"Detecting Controller Interlock-based Tax Evasion Groups in a Corporate Governance Network","authors":"Ruan Jianfei, Zheng Yan, Bo Dong, Q. Zheng","doi":"10.1201/9780429504044-12","DOIUrl":"https://doi.org/10.1201/9780429504044-12","url":null,"abstract":"","PeriodicalId":250728,"journal":{"name":"Machine Learning for Computer and Cyber Security","volume":"217 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121887567","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Bio-inspired Approach To Cyber Security 生物启发的网络安全方法
Machine Learning for Computer and Cyber Security Pub Date : 2019-02-07 DOI: 10.1201/9780429504044-4
Siyakha N. Mthunzi, E. Benkhelifa, Tomasz Bosakowski, S. Hariri
{"title":"A Bio-inspired Approach To Cyber Security","authors":"Siyakha N. Mthunzi, E. Benkhelifa, Tomasz Bosakowski, S. Hariri","doi":"10.1201/9780429504044-4","DOIUrl":"https://doi.org/10.1201/9780429504044-4","url":null,"abstract":"Owing to a growing reliance on information, technology and connectivity, Cyberspace has become the lifeline and interactive place for modern life. As such, Cyber security challenges are a global phenomenon whose adverse implications are catastrophic. Cyberspace is complex and unpredictable; its global connectedness and an explosion of data increases the threat surface as cyber infrastructures become highly complex and dynamic. Managing, i.e. ensuring and assuring security in cyberspace requires inspiration from advanced complex systems. Through evolution, nature has developed natural propensities in complex systems (including animalia and plants) that enable survival through adaptation. Predation-avoidance and anti-predation techniques employed by non-extinct preys could be exploited/adopted as mechanisms for adaptation through their application in Cyber security. This chapter presents an overall review of the current state of the Cyber security landscape. In addition, it demonstrates through further review, significant trends towards bio-inspired approaches as unconventional solutions to problems in other fields. Drawing from survivable preys in nature, the chapter speculates solutions for Cyberspace and Cyber security as follows; given an old problem (Pold) with an old solutions (Sold), a new problem (Pnew) can be conceptualized with new partial and perhaps null solutions (Snew) in the solutions space Sold to Snew. \u0000Keywords: Bio-inspired, Artificial Life, Cyber security, Cyberdefense, Autonomic Computing, Survivability, Cloud Computing, Machine Learning, Predator-Prey.","PeriodicalId":250728,"journal":{"name":"Machine Learning for Computer and Cyber Security","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132932868","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 13
Teaching Johnny to thwart phishing attacks 教约翰尼如何阻止网络钓鱼攻击
Machine Learning for Computer and Cyber Security Pub Date : 2019-02-05 DOI: 10.1201/9780429504044-15
N. Arachchilage, M. A. Hameed
{"title":"Teaching Johnny to thwart phishing attacks","authors":"N. Arachchilage, M. A. Hameed","doi":"10.1201/9780429504044-15","DOIUrl":"https://doi.org/10.1201/9780429504044-15","url":null,"abstract":"","PeriodicalId":250728,"journal":{"name":"Machine Learning for Computer and Cyber Security","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125311715","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Next Generation Adaptable Opportunistic Sensing-based Wireless Sensor Networks a Machine Learning perspective 基于机器学习视角的下一代可适应机会感知无线传感器网络
Machine Learning for Computer and Cyber Security Pub Date : 2019-02-05 DOI: 10.1201/9780429504044-3
Jasminder Kaur Sandhu, A. Verma, P. Rana
{"title":"Next Generation Adaptable Opportunistic Sensing-based Wireless Sensor Networks a Machine Learning perspective","authors":"Jasminder Kaur Sandhu, A. Verma, P. Rana","doi":"10.1201/9780429504044-3","DOIUrl":"https://doi.org/10.1201/9780429504044-3","url":null,"abstract":"","PeriodicalId":250728,"journal":{"name":"Machine Learning for Computer and Cyber Security","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131937353","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Taxonomy of Bitcoin Security Issues and Defense Mechanisms 比特币安全问题和防御机制的分类
Machine Learning for Computer and Cyber Security Pub Date : 2019-02-05 DOI: 10.1201/9780429504044-9
Prachi Gulihar, B. Gupta
{"title":"A Taxonomy of Bitcoin Security Issues and Defense Mechanisms","authors":"Prachi Gulihar, B. Gupta","doi":"10.1201/9780429504044-9","DOIUrl":"https://doi.org/10.1201/9780429504044-9","url":null,"abstract":"","PeriodicalId":250728,"journal":{"name":"Machine Learning for Computer and Cyber Security","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125102832","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Early Detection and Prediction of Lung Cancer using Machine-learning Algorithms Applied on a Secure Healthcare Data-system Architecture 应用于安全医疗数据系统架构的机器学习算法的肺癌早期检测和预测
Machine Learning for Computer and Cyber Security Pub Date : 2019-02-05 DOI: 10.1201/9780429504044-10
M. Alloghani, T. Baker, D. Al-Jumeily, A. Hussain, A. Aljaaf, J. Mustafina
{"title":"Early Detection and Prediction of Lung Cancer using Machine-learning Algorithms Applied on a Secure Healthcare Data-system Architecture","authors":"M. Alloghani, T. Baker, D. Al-Jumeily, A. Hussain, A. Aljaaf, J. Mustafina","doi":"10.1201/9780429504044-10","DOIUrl":"https://doi.org/10.1201/9780429504044-10","url":null,"abstract":"","PeriodicalId":250728,"journal":{"name":"Machine Learning for Computer and Cyber Security","volume":"131 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121929350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Metaheuristic Algorithms-based Feature Selection Approach for Intrusion Detection 基于元启发式算法的入侵检测特征选择方法
Machine Learning for Computer and Cyber Security Pub Date : 2019-02-05 DOI: 10.1201/9780429504044-8
Ammar Almomani, Mohammed Alweshah, Saleh Al Khalayleh, M. Al-Refai, R. Qashi
{"title":"Metaheuristic Algorithms-based Feature Selection Approach for Intrusion Detection","authors":"Ammar Almomani, Mohammed Alweshah, Saleh Al Khalayleh, M. Al-Refai, R. Qashi","doi":"10.1201/9780429504044-8","DOIUrl":"https://doi.org/10.1201/9780429504044-8","url":null,"abstract":"","PeriodicalId":250728,"journal":{"name":"Machine Learning for Computer and Cyber Security","volume":"133 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122938344","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 15
A Deep-dive on Machine Learning for Cyber Security Use Cases 机器学习在网络安全用例中的深入研究
Machine Learning for Computer and Cyber Security Pub Date : 2019-02-05 DOI: 10.1201/9780429504044-6
R. Vinayakumar, K. Soman, P. Poornachandran, V. Menon
{"title":"A Deep-dive on Machine Learning for Cyber Security Use Cases","authors":"R. Vinayakumar, K. Soman, P. Poornachandran, V. Menon","doi":"10.1201/9780429504044-6","DOIUrl":"https://doi.org/10.1201/9780429504044-6","url":null,"abstract":"","PeriodicalId":250728,"journal":{"name":"Machine Learning for Computer and Cyber Security","volume":"159 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133464131","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
Importance of providing Incentives and economic Solutions in It Security 在资讯科技保安方面提供激励和经济解决方案的重要性
Machine Learning for Computer and Cyber Security Pub Date : 2019-02-05 DOI: 10.1201/9780429504044-14
Amrita Dahiya, B. Gupta
{"title":"Importance of providing Incentives and economic Solutions in It Security","authors":"Amrita Dahiya, B. Gupta","doi":"10.1201/9780429504044-14","DOIUrl":"https://doi.org/10.1201/9780429504044-14","url":null,"abstract":"","PeriodicalId":250728,"journal":{"name":"Machine Learning for Computer and Cyber Security","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124790318","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Applications of a Model to Evaluate and Utilize Users’ Interactions in Online Social Networks 在线社交网络中用户交互评估与利用模型的应用
Machine Learning for Computer and Cyber Security Pub Date : 2019-02-05 DOI: 10.1201/9780429504044-5
I. Alsmadi, Muhammad Al-Abdullah
{"title":"Applications of a Model to Evaluate and Utilize Users’ Interactions in Online Social Networks","authors":"I. Alsmadi, Muhammad Al-Abdullah","doi":"10.1201/9780429504044-5","DOIUrl":"https://doi.org/10.1201/9780429504044-5","url":null,"abstract":"","PeriodicalId":250728,"journal":{"name":"Machine Learning for Computer and Cyber Security","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127898782","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信