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Aerial target threat assessment based on gated recurrent unit and self-attention mechanism
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作者 CHEN Chen QUAN Wei SHAO Zhuang 《Journal of Systems Engineering and Electronics》 SCIE CSCD 2024年第2期361-373,共13页
Aerial threat assessment is a crucial link in modern air combat, whose result counts a great deal for commanders to make decisions. With the consideration that the existing threat assessment methods have difficulties ... Aerial threat assessment is a crucial link in modern air combat, whose result counts a great deal for commanders to make decisions. With the consideration that the existing threat assessment methods have difficulties in dealing with high dimensional time series target data, a threat assessment method based on self-attention mechanism and gated recurrent unit(SAGRU) is proposed. Firstly, a threat feature system including air combat situations and capability features is established. Moreover, a data augmentation process based on fractional Fourier transform(FRFT) is applied to extract more valuable information from time series situation features. Furthermore, aiming to capture key characteristics of battlefield evolution, a bidirectional GRU and SA mechanisms are designed for enhanced features.Subsequently, after the concatenation of the processed air combat situation and capability features, the target threat level will be predicted by fully connected neural layers and the softmax classifier. Finally, in order to validate this model, an air combat dataset generated by a combat simulation system is introduced for model training and testing. The comparison experiments show the proposed model has structural rationality and can perform threat assessment faster and more accurately than the other existing models based on deep learning. 展开更多
关键词 target threat assessment gated recurrent unit(GRU) self-attention(SA) fractional Fourier transform(FRFT)
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Assessment of Meteorological Threats to the Coordinated Search and Rescue of Unmanned/Manned Aircraft
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作者 Fei YAN Chuan LI +2 位作者 Xiaoyi FU Kefeng WU Yuying LI 《Meteorological and Environmental Research》 2024年第1期27-29,37,共4页
The architecture and working principle of coordinated search and rescue system of unmanned/manned aircraft,which is composed of manned/unmanned aircraft and manned aircraft,were first introduced,and they can cooperate... The architecture and working principle of coordinated search and rescue system of unmanned/manned aircraft,which is composed of manned/unmanned aircraft and manned aircraft,were first introduced,and they can cooperate with each other to complete a search and rescue task.Secondly,a threat assessment method based on meteorological data was proposed,and potential meteorological threats,such as storms and rainfall,can be predicted by collecting and analyzing meteorological data.Finally,an experiment was carried out to evaluate the performance of the proposed method in different scenarios.The experimental results show that the coordinated search and rescue system of unmanned/manned aircraft can be used to effectively assess meteorological threats and provide accurate search and rescue guidance. 展开更多
关键词 Unmanned/manned aircraft Coordinated search and rescue assessment of meteorological threats Meteorological data
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AssessITS: Integrating Procedural Guidelines and Practical Evaluation Metrics for Organizational IT and Cybersecurity Risk Assessment
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作者 Mir Mehedi Rahman Naresh Kshetri +1 位作者 Sayed Abu Sayeed Md Masud Rana 《Journal of Information Security》 2024年第4期564-588,共25页
In today’s digitally driven landscape, robust Information Technology (IT) risk assessment practices are essential for safeguarding systems, digital communication, and data. This paper introduces “AssessITS,” an act... In today’s digitally driven landscape, robust Information Technology (IT) risk assessment practices are essential for safeguarding systems, digital communication, and data. This paper introduces “AssessITS,” an actionable method designed to provide organizations with comprehensive guidelines for conducting IT and cybersecurity risk assessments. Drawing extensively from NIST 800-30 Rev 1, COBIT 5, and ISO 31000, “AssessITS” bridges the gap between high-level theoretical standards and practical implementation challenges. The paper outlines a step-by-step methodology that organizations can simply adopt to systematically identify, analyze, and mitigate IT risks. By simplifying complex principles into actionable procedures, this framework equips practitioners with the tools needed to perform risk assessments independently, without too much reliance on external vendors. The guidelines are developed to be straightforward, integrating practical evaluation metrics that allow for the precise quantification of asset values, threat levels, vulnerabilities, and impacts on confidentiality, integrity, and availability. This approach ensures that the risk assessment process is not only comprehensive but also accessible, enabling decision-makers to implement effective risk mitigation strategies customized to their unique operational contexts. “AssessITS” aims to enable organizations to enhance their IT security strength through practical, actionable guidance based on internationally recognized standards. 展开更多
关键词 CYBERSECURITY Information Security Risk assessment Risk Evaluation Risk Mitigation threat Level Vulnerability assessment
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A Novel IoT Architecture, Assessment of Threats and Their Classification withMachine Learning Solutions
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作者 Oliva Debnath Saptarshi Debnath +2 位作者 Sreyashi Karmakar MD TausifMallick Himadri Nath Saha 《Journal on Internet of Things》 2023年第1期13-43,共31页
The Internet of Things(IoT)will significantly impact our social and economic lives in the near future.Many Internet of Things(IoT)applications aim to automate multiple tasks so inactive physical objects can behave ind... The Internet of Things(IoT)will significantly impact our social and economic lives in the near future.Many Internet of Things(IoT)applications aim to automate multiple tasks so inactive physical objects can behave independently of others.IoT devices,however,are also vulnerable,mostly because they lack the essential built-in security to thwart attackers.It is essential to perform the necessary adjustments in the structure of the IoT systems in order to create an end-to-end secure IoT environment.As a result,the IoT designs that are now in use do not completely support all of the advancements that have been made to include sophisticated features in IoT,such as Cloud computing,machine learning techniques,and lightweight encryption techniques.This paper presents a detailed analysis of the security requirements,attack surfaces,and security solutions available for IoT networks and suggests an innovative IoT architecture.The Seven-Layer Architecture in IoT provides decent attack detection accuracy.According to the level of risk they pose,the security threats in each of these layers have been properly categorized,and the essential evaluation criteria have been developed to evaluate the various threats.Also,Machine Learning algorithms like Random Forest and Support Vector Machines,etc.,and Deep Learning algorithms like Artificial Neural Networks,Q Learning models,etc.,are implemented to overcome the most damaging threats posing security breaches to the different IoT architecture layers. 展开更多
关键词 Internet of Things(IoT) layered architecture threat assessment security machine learning attack detection attack mitigation
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Assessment and sequencing of air target threat based on intuitionistic fuzzy entropy and dynamic VIKOR 被引量:28
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作者 ZHANG Kun KONG Weiren +3 位作者 LIU Peipei SHI Jiao LEI Yu ZOU Jie 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2018年第2期305-310,共6页
In view of the fact that traditional air target threat assessment methods are difficult to reflect the combat characteristics of uncertain, dynamic and hybrid formation, an algorithm is proposed to solve the multi-tar... In view of the fact that traditional air target threat assessment methods are difficult to reflect the combat characteristics of uncertain, dynamic and hybrid formation, an algorithm is proposed to solve the multi-target threat assessment problems. The target attribute weight is calculated by the intuitionistic fuzzy entropy(IFE) algorithm and the time series weight is gained by the Poisson distribution method based on multi-times data. Finally,assessment and sequencing of the air multi-target threat model based on IFE and dynamic Vlse Kriterijumska Optimizacija I Kompromisno Resenje(VIKOR) is established with an example which indicates that the method is reasonable and effective. 展开更多
关键词 threat assessment intuitionistic fuzzy entropy(IFE) dynamic Vlse Kriterijumska Optimizacija I Kompromisno Resenje(VIKOR) poisson distribution time series weight
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Dynamic assessment method of air target threat based on improved GIFSS 被引量:9
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作者 FENG Jinfu ZHANG Qiang +1 位作者 HU Junhua LIU An 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2019年第3期525-534,共10页
As the air combat environment becomes more complicated and changeable, accurate threat assessment of air target has a significant impact on air defense operations. This paper proposes an improved generalized intuition... As the air combat environment becomes more complicated and changeable, accurate threat assessment of air target has a significant impact on air defense operations. This paper proposes an improved generalized intuitionistic fuzzy soft set (GIFSS) method for dynamic assessment of air target threat. Firstly, the threat assessment index is reasonably determined by analyzing the typical characteristics of air targets. Secondly, after the GIFSS at different time is obtained, the index weight is determined by the intuitionistic fuzzy set entropy and the relative entropy theory. Then, the inverse Poisson distribution method is used to determine the weight of time series, and then the time-weighted GIFSS is obtained. Finally, threat assessment of five air targets is carried out by using the improved GIFSS (I-GIFSS) and comparison methods. The validity and superiority of the proposed method are verified by calculation and comparison. 展开更多
关键词 threat DYNAMIC assessment generalized intuitionistic FUZZY soft set (GIFSS) intuitionistic FUZZY ENTROPY RELATIVE ENTROPY inverse POISSON distribution method
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Threat Assessment Method Based on Intuitionistic Fuzzy Similarity Measurement Reasoning with Orientation 被引量:15
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作者 WANG Yi LIU Sanyang +2 位作者 NIU Wei LIU Kai LIAO Yong 《China Communications》 SCIE CSCD 2014年第6期119-128,共10页
The aim of this paper is to propose a threat assessment method based on intuitionistic fuzzy measurement reasoning with orientaion to deal with the shortcomings of the method proposed in [Ying-Jie Lei et al., Journal ... The aim of this paper is to propose a threat assessment method based on intuitionistic fuzzy measurement reasoning with orientaion to deal with the shortcomings of the method proposed in [Ying-Jie Lei et al., Journal of Electronics and Information Technology 29(9)(2007)2077-2081] and [Dong-Feng Chen et al., Procedia Engineering 29(5)(2012)3302-3306] the ignorance of the influence of the intuitionistic index's orientation on the membership functions in the reasoning, which caused partial information loss in reasoning process. Therefore, we present a 3D expression of intuitionistic fuzzy similarity measurement, make an analysis of the constraints for intuitionistic fuzzy similarity measurement, and redefine the intuitionistic fuzzy similarity measurement. Moreover, in view of the threat assessment problem, we give the system variables of attribute function and assessment index, set up the reasoning system based on intuitionistic fuzzy similarity measurement with orientation, and design the reasoning rules, reasoning algorithms and fuzzy-resolving algorithms. Finally, through the threat assessment, some typical examples are cited to verify the validity and superiority of the method. 展开更多
关键词 Intuitionistic fuzzy reasoning threat assessment ORIENTATION Similaritymeasurement
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An Object Threat Assessment Method Based on Indefinite Multiple Attribute Decision Making 被引量:3
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作者 张翠 苏海滨 +1 位作者 侯朝桢 王小艺 《Defence Technology(防务技术)》 SCIE EI CAS 2007年第1期38-42,共5页
On the basis of characteristics of threat assessment of aerial defense, a kind of MADM (multiple attribute decision making) method with unknown attribute weights and biased project on decision-maker is put forward. It... On the basis of characteristics of threat assessment of aerial defense, a kind of MADM (multiple attribute decision making) method with unknown attribute weights and biased project on decision-maker is put forward. It can be used in dealing with the object threat assessment problem. A computing formula on project preference of decision-maker and one model of obtaining attribute optimization weight are set up. The method improves the veracity and reliability of computing object threat assessment, and the simulating result shows that this method is valid. 展开更多
关键词 不确定多属性决策 目标威胁评估 优化权重 信息处理
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Classification of Cybersecurity Threats, Vulnerabilities and Countermeasures in Database Systems
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作者 Mohammed Amin Almaiah Leen Mohammad Saqr +3 位作者 Leen Ahmad Al-Rawwash Layan Ahmed Altellawi Romel Al-Ali Omar Almomani 《Computers, Materials & Continua》 SCIE EI 2024年第11期3189-3220,共32页
Database systems have consistently been prime targets for cyber-attacks and threats due to the critical nature of the data they store.Despite the increasing reliance on database management systems,this field continues... Database systems have consistently been prime targets for cyber-attacks and threats due to the critical nature of the data they store.Despite the increasing reliance on database management systems,this field continues to face numerous cyber-attacks.Database management systems serve as the foundation of any information system or application.Any cyber-attack can result in significant damage to the database system and loss of sensitive data.Consequently,cyber risk classifications and assessments play a crucial role in risk management and establish an essential framework for identifying and responding to cyber threats.Risk assessment aids in understanding the impact of cyber threats and developing appropriate security controls to mitigate risks.The primary objective of this study is to conduct a comprehensive analysis of cyber risks in database management systems,including classifying threats,vulnerabilities,impacts,and countermeasures.This classification helps to identify suitable security controls to mitigate cyber risks for each type of threat.Additionally,this research aims to explore technical countermeasures to protect database systems from cyber threats.This study employs the content analysis method to collect,analyze,and classify data in terms of types of threats,vulnerabilities,and countermeasures.The results indicate that SQL injection attacks and Denial of Service(DoS)attacks were the most prevalent technical threats in database systems,each accounting for 9%of incidents.Vulnerable audit trails,intrusion attempts,and ransomware attacks were classified as the second level of technical threats in database systems,comprising 7%and 5%of incidents,respectively.Furthermore,the findings reveal that insider threats were the most common non-technical threats in database systems,accounting for 5%of incidents.Moreover,the results indicate that weak authentication,unpatched databases,weak audit trails,and multiple usage of an account were the most common technical vulnerabilities in database systems,each accounting for 9%of vulnerabilities.Additionally,software bugs,insecure coding practices,weak security controls,insecure networks,password misuse,weak encryption practices,and weak data masking were classified as the second level of security vulnerabilities in database systems,each accounting for 4%of vulnerabilities.The findings from this work can assist organizations in understanding the types of cyber threats and developing robust strategies against cyber-attacks. 展开更多
关键词 Cyber threats database systems cyber risk assessment VULNERABILITIES COUNTERMEASURES
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Cyber Resilience through Real-Time Threat Analysis in Information Security
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作者 Aparna Gadhi Ragha Madhavi Gondu +1 位作者 Hitendra Chaudhary Olatunde Abiona 《International Journal of Communications, Network and System Sciences》 2024年第4期51-67,共17页
This paper examines how cybersecurity is developing and how it relates to more conventional information security. Although information security and cyber security are sometimes used synonymously, this study contends t... This paper examines how cybersecurity is developing and how it relates to more conventional information security. Although information security and cyber security are sometimes used synonymously, this study contends that they are not the same. The concept of cyber security is explored, which goes beyond protecting information resources to include a wider variety of assets, including people [1]. Protecting information assets is the main goal of traditional information security, with consideration to the human element and how people fit into the security process. On the other hand, cyber security adds a new level of complexity, as people might unintentionally contribute to or become targets of cyberattacks. This aspect presents moral questions since it is becoming more widely accepted that society has a duty to protect weaker members of society, including children [1]. The study emphasizes how important cyber security is on a larger scale, with many countries creating plans and laws to counteract cyberattacks. Nevertheless, a lot of these sources frequently neglect to define the differences or the relationship between information security and cyber security [1]. The paper focus on differentiating between cybersecurity and information security on a larger scale. The study also highlights other areas of cybersecurity which includes defending people, social norms, and vital infrastructure from threats that arise from online in addition to information and technology protection. It contends that ethical issues and the human factor are becoming more and more important in protecting assets in the digital age, and that cyber security is a paradigm shift in this regard [1]. 展开更多
关键词 Cybersecurity Information Security Network Security Cyber Resilience Real-Time threat Analysis Cyber threats Cyberattacks threat Intelligence Machine Learning Artificial Intelligence threat Detection threat Mitigation Risk assessment Vulnerability Management Incident Response Security Orchestration Automation threat Landscape Cyber-Physical Systems Critical Infrastructure Data Protection Privacy Compliance Regulations Policy Ethics CYBERCRIME threat Actors threat Modeling Security Architecture
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Genomic Tools for the Impact Assessment of 'Hotspots' for Early Warning of MDR Threats
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作者 Nishant A Dafale Hemant J Purohit 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2016年第9期656-674,共19页
INTRODUCTION Antimicrobial resistance (AMR) has been a low-priority area of research in most developing countries even though it has much significant therapeutic value. The management of serious infections should i... INTRODUCTION Antimicrobial resistance (AMR) has been a low-priority area of research in most developing countries even though it has much significant therapeutic value. The management of serious infections should include not only the treatment of patients but also the measures to ensure that microorganisms do not spread through hospital premises. Controlling the transfer of organisms among staff, patients, and the environment is important. Research related to antimicrobial use and resistance, regional variation, and intervention policies. 展开更多
关键词 MDR gene Genomic Tools for the Impact assessment of for Early Warning of MDR threats HOTSPOTS
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Assessment of Containment Structures Against Missile Impact Threats
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作者 LIQ M 《Transactions of Tianjin University》 EI CAS 2006年第B09期22-30,共9页
In order to ensure the highest safety requirements, nuclear power plant structures (the containment structures, the fuel storages and transportation systems) should be assessed against all possible internal and extern... In order to ensure the highest safety requirements, nuclear power plant structures (the containment structures, the fuel storages and transportation systems) should be assessed against all possible internal and external impact threats. The internal impact threats include kinetic missiles generated by the failure of high pressure vessels and pipes, the failure of high speed rotating machineries and accidental drops. The external impact threats may come from airborne missiles, aircraft impact, explosion blast and fragments. The impact effects of these threats on concrete and steel structures in a nuclear power plant are discussed. Methods and procedures for the impact assessment of nuclear power plants are introduced. Recent studies on penetration and perforation mechanics as well as progresses on dynamic properties of concrete-like materials are presented to increase the understanding of the impact effects on concrete containment structures. 展开更多
关键词 impact threats protective design and assessment containment structure nuclear power plant
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A Conceptual Framework for Threat Assessment Based on Organization’s Information Security Policy
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作者 Joseph Elias Mbowe Irina Zlotnikova +1 位作者 Simon S. Msanjila George S. Oreku 《Journal of Information Security》 2014年第4期166-177,共12页
The security breaches of sensitive information have remained difficult to solve due to increased malware programs and unauthorized access to data stored in critical assets. As risk appetite differ from one organizatio... The security breaches of sensitive information have remained difficult to solve due to increased malware programs and unauthorized access to data stored in critical assets. As risk appetite differ from one organization to another, it prompts the threat analysis tools be integrated with organization’s information security policy so as to ensure security controls at local settings. However, it has been noted that the current tools for threat assessment processes have not encompassed information security policy for effective security management (i.e.?confidentiality, integrity and availability) based on organization’s risk appetite and culture. The information security policy serves as a tool to provide guidance on how to manage and secure all business operations including critical assets, infrastructure and people in the organization. This guidance (e.g. usage and controls) facilitates the provisions for threat assessment and compliance based on local context. The lack of effective threat assessment frameworks at local context have promoted the exposure of critical assets such as database servers, mails servers, web servers and user smart-devices at the hand of attackers and thus increase risks and probability to compromise the assets. In this paper we have proposed a conceptual framework for security threat assessment based on organization’s information security policy. Furthermore, the study proposed the policy automation canvas for provision of a methodology to alert the security managers what possible threats found in their organizations for quick security mitigation without depending on security expertise. 展开更多
关键词 CRITICAL ASSET INFORMATION SECURITY INFORMATION SECURITY POLICY threat Analysis threat assessment SECURITY threat Visualization
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Threat Assessment of Targets Based on Support Vector Machine
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作者 蔡怀平 刘靖旭 陈英武 《Defence Technology(防务技术)》 SCIE EI CAS 2006年第3期173-177,共5页
关键词 装甲车 威胁评估 SVM TA模型
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Blockchain Security Threats and Collaborative Defense:A Literature Review 被引量:1
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作者 Xiulai Li Jieren Cheng +5 位作者 Zhaoxin Shi Jingxin Liu Bin Zhang Xinbing Xu Xiangyan Tang Victor S.Sheng 《Computers, Materials & Continua》 SCIE EI 2023年第9期2597-2629,共33页
As a distributed database,the system security of the blockchain is of great significance to prevent tampering,protect privacy,prevent double spending,and improve credibility.Due to the decentralized and trustless natu... As a distributed database,the system security of the blockchain is of great significance to prevent tampering,protect privacy,prevent double spending,and improve credibility.Due to the decentralized and trustless nature of blockchain,the security defense of the blockchain system has become one of the most important measures.This paper comprehensively reviews the research progress of blockchain security threats and collaborative defense,and we first introduce the overview,classification,and threat assessment process of blockchain security threats.Then,we investigate the research status of single-node defense technology and multi-node collaborative defense technology and summarize the blockchain security evaluation indicators and evaluation methods.Finally,we discuss the challenges of blockchain security and future research directions,such as parallel detection and federated learning.This paper aims to stimulate further research and discussion on blockchain security,providing more reliable security guarantees for the use and development of blockchain technology to face changing threats and challenges through continuous updating and improvement of defense technologies. 展开更多
关键词 Blockchain threat assessment collaborative defense security evaluation
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Risk Assessment and Management of Hazardous Hydrological and Geological Processes in Ukraine
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作者 H. Rudko I. Sumatokhina 《Journal of Agricultural Science and Technology(B)》 2011年第2期232-240,共9页
Due to long and irrational land-utilization, Ukraine deals with one of the most strained ecological situations in Europe. This work is devoted to the study of land resources transformation that was caused by human act... Due to long and irrational land-utilization, Ukraine deals with one of the most strained ecological situations in Europe. This work is devoted to the study of land resources transformation that was caused by human activity. The subject of study is to assess and forecast physical land and soil degradation, associated with the technical intensification of hazardous exogenous processes. The research is based on the use of methods of ecologic-geomorphological analysis, mathematical-statistical modeling and forecasting. This project gives characteristics to the main anthropogenic factors of threats and risks to land and soil, which take place in the territory of Ukraine. The estimation was conducted relatively dangerous hydrological and geological processes that are key factors of physical degradation of resources. These processes include erosion, flooding, secondary waterlogging, landslides and other collapsed phenomena. Graphic models reflect specific factors and environmental consequences of the most dangerous exogenous processes. Predicted is the development of dangerous hydrological and geological processes, influenced by technogenic factors. Different scenarios of physical land degradation are developed by the example of a specific technonatural geosystem. A measurement system of the sustainable usage and management of soil condition in Ukraine is improved. 展开更多
关键词 threats and risks to land and soil physical degradation of soil hydrogeological and geological processes risk assessment risk management.
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基于随机多权重TOPSIS法的目标威胁评估
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作者 刘畅 李姜 +3 位作者 陈阳 郭立红 王烨 于洋 《兵器装备工程学报》 CAS CSCD 北大核心 2024年第7期50-55,96,共7页
在目标威胁评估问题中,为了解决目标各项特征权重选取可能存在主观决策误差的问题,提出了一种基于随机多权重TOPSIS法的空中目标威胁评估方法。基于层次分析法确定了各项特征之间的权重,对难以定量衡量的目标特性进行了特征提取,并基于... 在目标威胁评估问题中,为了解决目标各项特征权重选取可能存在主观决策误差的问题,提出了一种基于随机多权重TOPSIS法的空中目标威胁评估方法。基于层次分析法确定了各项特征之间的权重,对难以定量衡量的目标特性进行了特征提取,并基于随机多权重TOPSIS法将空中目标的威胁度进行了评估。仿真实例表明:随机多权重TOPSIS法威胁评估与AHP、TOPSIS方法排序一致,但给出了各目标威胁度的不确定范围,实验中不确定范围值最低为0.08%,最高为3.78%。战场指挥人员可以通过本文中提出的威胁度不确定性范围得到更多参考信息。 展开更多
关键词 目标威胁度评估 目标特征提取 TOPSIS法 随机多权重 层次分析法
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水下平台潜在区域威胁评估方法
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作者 唐帅 张驰 范培勤 《火力与指挥控制》 CSCD 北大核心 2024年第5期145-151,共7页
为进一步提升对水下平台任务过程的复盘量化分析能力,分析开展水下平台潜在任务空间区域威胁评估迫切需求,讨论了水下平台潜在活动区域所面临的主要威胁因素和典型海洋环境影响因素;从威胁评估特征分析及指标体系构建、贝叶斯网络构造... 为进一步提升对水下平台任务过程的复盘量化分析能力,分析开展水下平台潜在任务空间区域威胁评估迫切需求,讨论了水下平台潜在活动区域所面临的主要威胁因素和典型海洋环境影响因素;从威胁评估特征分析及指标体系构建、贝叶斯网络构造与推理以及威胁评估仿真实验设计3方面论述了水下平台潜在区域威胁评估方法,给出了水下平台潜在区域威胁评估典型实验过程及结果;对水下平台潜在区域威胁评估方法在水下平台任务复盘评估保障应用前景进行了展望。 展开更多
关键词 水下平台 威胁评估 贝叶斯网络 海洋环境
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船舶网络安全态势感知方法研究综述
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作者 杨家轩 来源 +1 位作者 杨晓 许洲锦 《中国航海》 CSCD 北大核心 2024年第3期21-27,113,共8页
随着船舶信息化、智能化的发展,船舶系统遭受网络攻击的可能性日益增加。为保障船舶系统的正常运行,感知船舶网络的安全态势至关重要。归纳梳理网络安全态势感知和船舶网络安全的相关定义,明确船舶网络安全态势感知的概念;介绍中国船级... 随着船舶信息化、智能化的发展,船舶系统遭受网络攻击的可能性日益增加。为保障船舶系统的正常运行,感知船舶网络的安全态势至关重要。归纳梳理网络安全态势感知和船舶网络安全的相关定义,明确船舶网络安全态势感知的概念;介绍中国船级社(CCS)、波罗的海国际航运协会(BIMCO)等相关海事部门发布的船舶网络风险管理指南,并从网络安全态势感知方面对其进行对比分析;从网络威胁感知和网络态势评估两个方面总结船舶网络安全态势感知的方法,归纳对比他们的优缺点;分析船舶网络安全面临的挑战,预测船舶网络安全态势感知的未来发展趋势。研究结果可对提高船舶系统网络安全防御水平、构建海事网络安全管理体系的研究提供技术参考。 展开更多
关键词 智能船舶 态势感知 态势评估 威胁感知
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基于知识图谱的空管信息系统威胁评估研究
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作者 顾兆军 杨文 +1 位作者 隋翯 李志平 《计算机科学》 CSCD 北大核心 2024年第S02期925-935,共11页
随着空管信息系统的智能化和开放化发展,风险暴露面正逐渐增大。威胁评估是有效评估空管信息系统脆弱性和安全风险的重要手段,但以往的威胁评估模型大多存在两方面的局限。一方面,通常只关注威胁信息的显性关联关系,导致潜在的攻击路径... 随着空管信息系统的智能化和开放化发展,风险暴露面正逐渐增大。威胁评估是有效评估空管信息系统脆弱性和安全风险的重要手段,但以往的威胁评估模型大多存在两方面的局限。一方面,通常只关注威胁信息的显性关联关系,导致潜在的攻击路径被忽视或未能被准确地分析;另一方面,在量化威胁时考虑的因素较为粗略,与实际系统环境脱节,导致威胁严重程度和实际情况不符。为此,提出一种基于知识图谱的空管信息系统威胁评估模型。将知识图谱本体模型范围扩展到资产安全属性、缓解措施和被攻陷资产等关键概念,充分融合资产、攻击、漏洞等多源威胁数据构建安全知识图谱,并设计逻辑推理规则弥补知识图谱描述能力的限制;提出推理规则融合广度优先策略的攻击路径识别算法,提取更加全面和准确的攻击路径和攻击关系;基于系统实际运行环境提出细粒度的威胁量化方法,考虑资产外部暴露程度、物理保护和网络防护等因素。实验表明该评估模型有助于识别空管信息系统中多漏洞联合利用形成的潜在攻击路径,同时根据威胁量化对攻击响应进行优先级排序,能有效提高网络安全防御效率。 展开更多
关键词 空管信息系统 知识图谱 推理规则 攻击路径 威胁评估
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