Under the new situation of"integration of industrialization and industrialization"in China,security situational awareness is an important means to solve the problems of unclear boundaries,multiple roles and ...Under the new situation of"integration of industrialization and industrialization"in China,security situational awareness is an important means to solve the problems of unclear boundaries,multiple roles and complex business relationships of industrial Internet.The main contents of the platform include industrial data collection,industrial protocol identification,industrial asset detection and industrial threat monitoring.Among them,risk prevention and detection,key data protection,cloud platform and identification resolution node protection are all important issues.On the one hand,escorting the industrial Internet business needs to summarize the industrial Internet network security data and master the network security situation from the overall perspective.On the other hand,it is also necessary to establish an industrial Internet platform security early warning and emergency response process system,promote the security rectification of industrial platform enterprises,find the security threats and risks that have been hidden in the industrial Internet platform for a long time,and provide perception and decision⁃making support for enterprises.展开更多
In recent years,artificial intelligence technology has developed rapidly around the world is widely used in various fields,and plays an important role.The integration of industrial Internet security with new technolog...In recent years,artificial intelligence technology has developed rapidly around the world is widely used in various fields,and plays an important role.The integration of industrial Internet security with new technologies such as big models and generative artificial intelligence has become a hot research issue.In this regard,this paper briefly analyzes the industrial Internet security technology and application from the perspective of generative artificial intelligence,hoping to provide some valuable reference and reference for readers.展开更多
Windows Vista正式发布之后．最新版本的Norton Internet Security2007就在第一时间送到了《个人电脑》实验室．这无疑是一个好消息——对消费者来讲．终于可以为这个新操作系统找到一个同样出自名门的合伙人了,对Symantec来讲．抢先于...Windows Vista正式发布之后．最新版本的Norton Internet Security2007就在第一时间送到了《个人电脑》实验室．这无疑是一个好消息——对消费者来讲．终于可以为这个新操作系统找到一个同样出自名门的合伙人了,对Symantec来讲．抢先于竞争对手推出支持Vista系统的防护软件无疑会占尽先机。展开更多
Kaspersky的系列安全防护工具囊括了查杀病毒、木马监测、网络防护等诸多方面，凭借着稳定的性能和强大的功能赢得了用户的一致赞誉。为了减少独立工具给安装使用带来的麻烦，集多种安全防护功能于一体的Kaspersky Internet Security 20...Kaspersky的系列安全防护工具囊括了查杀病毒、木马监测、网络防护等诸多方面，凭借着稳定的性能和强大的功能赢得了用户的一致赞誉。为了减少独立工具给安装使用带来的麻烦，集多种安全防护功能于一体的Kaspersky Internet Security 2006(以下简称为KIS2006)应运而生。展开更多
赛门铁克的Norton Internet Security 2010
是一款已经推出了一段时间的产品，同时也是获得本刊2009年年度百佳产品安防软件类产品大奖的一款产品。这足以证明它的优秀，在功能方面、性能方面，乃至UI设计方面都十分令人满意。作为赛...赛门铁克的Norton Internet Security 2010
是一款已经推出了一段时间的产品，同时也是获得本刊2009年年度百佳产品安防软件类产品大奖的一款产品。这足以证明它的优秀，在功能方面、性能方面，乃至UI设计方面都十分令人满意。作为赛门铁克每年更新的一款产品，NIS代表着最为完善的互联网安防体系。展开更多
Norton Internet Security 2003( 诺顿网络安全特警2003，以下简称NIS2003)，实际上是由Norton AntiVirus 2003(诺顿防毒2003，以下简称NAV2003)和Norton Personal Firewall 2003(诺顿个人防火墙2003，以下简称NPF2003)两个组件组成的...Norton Internet Security 2003( 诺顿网络安全特警2003，以下简称NIS2003)，实际上是由Norton AntiVirus 2003(诺顿防毒2003，以下简称NAV2003)和Norton Personal Firewall 2003(诺顿个人防火墙2003，以下简称NPF2003)两个组件组成的。作为著名的反病毒软件，NAV2003确实不用在这里多费笔墨，而NPF2003则是NIS2003作为网络防火墙的功能主体。另外，NIS2003之所以号称“网络安全特警”，它除了网络防火墙的基本功能外，还具备“隐私控制”、“禁止广告”和“垃圾邮件警报”的功能，这些都有利于提高你的上网效率，净化网络环境，这是很多网络防火墙软件都不具备的特性。展开更多
The rapid digitalization of urban infrastructure has made smart cities increasingly vulnerable to sophisticated cyber threats.In the evolving landscape of cybersecurity,the efficacy of Intrusion Detection Systems(IDS)...The rapid digitalization of urban infrastructure has made smart cities increasingly vulnerable to sophisticated cyber threats.In the evolving landscape of cybersecurity,the efficacy of Intrusion Detection Systems(IDS)is increasingly measured by technical performance,operational usability,and adaptability.This study introduces and rigorously evaluates a Human-Computer Interaction(HCI)-Integrated IDS with the utilization of Convolutional Neural Network(CNN),CNN-Long Short Term Memory(LSTM),and Random Forest(RF)against both a Baseline Machine Learning(ML)and a Traditional IDS model,through an extensive experimental framework encompassing many performance metrics,including detection latency,accuracy,alert prioritization,classification errors,system throughput,usability,ROC-AUC,precision-recall,confusion matrix analysis,and statistical accuracy measures.Our findings consistently demonstrate the superiority of the HCI-Integrated approach utilizing three major datasets(CICIDS 2017,KDD Cup 1999,and UNSW-NB15).Experimental results indicate that the HCI-Integrated model outperforms its counterparts,achieving an AUC-ROC of 0.99,a precision of 0.93,and a recall of 0.96,while maintaining the lowest false positive rate(0.03)and the fastest detection time(~1.5 s).These findings validate the efficacy of incorporating HCI to enhance anomaly detection capabilities,improve responsiveness,and reduce alert fatigue in critical smart city applications.It achieves markedly lower detection times,higher accuracy across all threat categories,reduced false positive and false negative rates,and enhanced system throughput under concurrent load conditions.The HCIIntegrated IDS excels in alert contextualization and prioritization,offering more actionable insights while minimizing analyst fatigue.Usability feedback underscores increased analyst confidence and operational clarity,reinforcing the importance of user-centered design.These results collectively position the HCI-Integrated IDS as a highly effective,scalable,and human-aligned solution for modern threat detection environments.展开更多
As the Internet of Things (IoT) is emerging as an attractive paradigm, a typical IoT architecture that U2IoT (Unit IoT and Ubiquitous IoT) model has been presented for the future IoT. Based on the U2IoT model, this pa...As the Internet of Things (IoT) is emerging as an attractive paradigm, a typical IoT architecture that U2IoT (Unit IoT and Ubiquitous IoT) model has been presented for the future IoT. Based on the U2IoT model, this paper proposes a cyber-physical-social based security architecture (IPM) to deal with Information, Physical, and Management security perspectives, and presents how the architectural abstractions support U2IoT model. In particular, 1) an information security model is established to describe the mapping relations among U2IoT, security layer, and security requirement, in which social layer and additional intelligence and compatibility properties are infused into IPM;2) physical security referring to the external context and inherent infrastructure are inspired by artificial immune algorithms;3) recommended security strategies are suggested for social management control. The proposed IPM combining the cyber world, physical world and human social provides constructive proposal towards the future IoT security and privacy protection.展开更多
文摘Under the new situation of"integration of industrialization and industrialization"in China,security situational awareness is an important means to solve the problems of unclear boundaries,multiple roles and complex business relationships of industrial Internet.The main contents of the platform include industrial data collection,industrial protocol identification,industrial asset detection and industrial threat monitoring.Among them,risk prevention and detection,key data protection,cloud platform and identification resolution node protection are all important issues.On the one hand,escorting the industrial Internet business needs to summarize the industrial Internet network security data and master the network security situation from the overall perspective.On the other hand,it is also necessary to establish an industrial Internet platform security early warning and emergency response process system,promote the security rectification of industrial platform enterprises,find the security threats and risks that have been hidden in the industrial Internet platform for a long time,and provide perception and decision⁃making support for enterprises.
文摘In recent years,artificial intelligence technology has developed rapidly around the world is widely used in various fields,and plays an important role.The integration of industrial Internet security with new technologies such as big models and generative artificial intelligence has become a hot research issue.In this regard,this paper briefly analyzes the industrial Internet security technology and application from the perspective of generative artificial intelligence,hoping to provide some valuable reference and reference for readers.
文摘卡巴斯基一直以来以其超强的杀毒能力为用户所熟知。不过它的上一代产品Kaspersky 6.0推出至今已经差不多有两年时间了,这多少有点让那些热衷于KIS系列产品的用户有些失望。最近，卡巴斯基终于正式推出了他们的新品——Kaspersky Internet Security7．0。这一版本的KIS功能更为全面。
文摘Windows Vista正式发布之后．最新版本的Norton Internet Security2007就在第一时间送到了《个人电脑》实验室．这无疑是一个好消息——对消费者来讲．终于可以为这个新操作系统找到一个同样出自名门的合伙人了,对Symantec来讲．抢先于竞争对手推出支持Vista系统的防护软件无疑会占尽先机。
文摘Kaspersky的系列安全防护工具囊括了查杀病毒、木马监测、网络防护等诸多方面，凭借着稳定的性能和强大的功能赢得了用户的一致赞誉。为了减少独立工具给安装使用带来的麻烦，集多种安全防护功能于一体的Kaspersky Internet Security 2006(以下简称为KIS2006)应运而生。
文摘赛门铁克的Norton Internet Security 2010
是一款已经推出了一段时间的产品，同时也是获得本刊2009年年度百佳产品安防软件类产品大奖的一款产品。这足以证明它的优秀，在功能方面、性能方面，乃至UI设计方面都十分令人满意。作为赛门铁克每年更新的一款产品，NIS代表着最为完善的互联网安防体系。
文摘Norton Internet Security 2003( 诺顿网络安全特警2003，以下简称NIS2003)，实际上是由Norton AntiVirus 2003(诺顿防毒2003，以下简称NAV2003)和Norton Personal Firewall 2003(诺顿个人防火墙2003，以下简称NPF2003)两个组件组成的。作为著名的反病毒软件，NAV2003确实不用在这里多费笔墨，而NPF2003则是NIS2003作为网络防火墙的功能主体。另外，NIS2003之所以号称“网络安全特警”，它除了网络防火墙的基本功能外，还具备“隐私控制”、“禁止广告”和“垃圾邮件警报”的功能，这些都有利于提高你的上网效率，净化网络环境，这是很多网络防火墙软件都不具备的特性。
基金funded and supported by the Ongoing Research Funding program(ORF-2025-314),King Saud University,Riyadh,Saudi Arabia.
文摘The rapid digitalization of urban infrastructure has made smart cities increasingly vulnerable to sophisticated cyber threats.In the evolving landscape of cybersecurity,the efficacy of Intrusion Detection Systems(IDS)is increasingly measured by technical performance,operational usability,and adaptability.This study introduces and rigorously evaluates a Human-Computer Interaction(HCI)-Integrated IDS with the utilization of Convolutional Neural Network(CNN),CNN-Long Short Term Memory(LSTM),and Random Forest(RF)against both a Baseline Machine Learning(ML)and a Traditional IDS model,through an extensive experimental framework encompassing many performance metrics,including detection latency,accuracy,alert prioritization,classification errors,system throughput,usability,ROC-AUC,precision-recall,confusion matrix analysis,and statistical accuracy measures.Our findings consistently demonstrate the superiority of the HCI-Integrated approach utilizing three major datasets(CICIDS 2017,KDD Cup 1999,and UNSW-NB15).Experimental results indicate that the HCI-Integrated model outperforms its counterparts,achieving an AUC-ROC of 0.99,a precision of 0.93,and a recall of 0.96,while maintaining the lowest false positive rate(0.03)and the fastest detection time(~1.5 s).These findings validate the efficacy of incorporating HCI to enhance anomaly detection capabilities,improve responsiveness,and reduce alert fatigue in critical smart city applications.It achieves markedly lower detection times,higher accuracy across all threat categories,reduced false positive and false negative rates,and enhanced system throughput under concurrent load conditions.The HCIIntegrated IDS excels in alert contextualization and prioritization,offering more actionable insights while minimizing analyst fatigue.Usability feedback underscores increased analyst confidence and operational clarity,reinforcing the importance of user-centered design.These results collectively position the HCI-Integrated IDS as a highly effective,scalable,and human-aligned solution for modern threat detection environments.
文摘As the Internet of Things (IoT) is emerging as an attractive paradigm, a typical IoT architecture that U2IoT (Unit IoT and Ubiquitous IoT) model has been presented for the future IoT. Based on the U2IoT model, this paper proposes a cyber-physical-social based security architecture (IPM) to deal with Information, Physical, and Management security perspectives, and presents how the architectural abstractions support U2IoT model. In particular, 1) an information security model is established to describe the mapping relations among U2IoT, security layer, and security requirement, in which social layer and additional intelligence and compatibility properties are infused into IPM;2) physical security referring to the external context and inherent infrastructure are inspired by artificial immune algorithms;3) recommended security strategies are suggested for social management control. The proposed IPM combining the cyber world, physical world and human social provides constructive proposal towards the future IoT security and privacy protection.
