Pub Date : 2019-02-07DOI: 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}
Siyakha N. Mthunzi, E. Benkhelifa, Tomasz Bosakowski, S. Hariri
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. Keywords: Bio-inspired, Artificial Life, Cyber security, Cyberdefense, Autonomic Computing, Survivability, Cloud Computing, Machine Learning, Predator-Prey.
由于对信息、技术和互联互通的依赖日益增强，网络空间已成为现代生活的生命线和互动场所。因此，网络安全挑战是一种全球性现象，其不利影响是灾难性的。网络空间复杂而不可预测;随着网络基础设施变得高度复杂和动态，其全球连通性和数据爆炸增加了威胁面。管理，即确保和保障网络空间的安全，需要从先进复杂的系统中汲取灵感。通过进化，自然界在复杂系统(包括动物和植物)中发展了自然倾向，使其能够通过适应而生存。非灭绝猎物采用的捕食避免和反捕食技术可以通过其在网络安全中的应用，作为适应机制加以利用/采用。本章对网络安全现状进行了全面回顾。此外，通过进一步的回顾，它展示了生物启发方法作为其他领域问题的非常规解决方案的重要趋势。根据自然界中可生存的猎物，本章推测了网络空间和网络安全的解决方案如下:给定一个旧问题(Pold)和一个旧解(Sold)，一个新问题(Pnew)可以在解空间Sold to Snew中用新的偏解或者零解(Snew)概念化。关键词:仿生，人工生命，网络安全，网络防御，自主计算，生存能力，云计算，机器学习，捕食者-猎物
{"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}
Pub Date : 2019-02-05DOI: 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}
{"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}
Pub Date : 2019-02-05DOI: 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}
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}
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}
Pub Date : 2019-02-05DOI: 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}
{"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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：