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Adaptive Marine Predator Optimization Algorithm(AOMA)-Deep Supervised Learning Classification(DSLC)based IDS framework for MANET security

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Intelligent and Converged Networks 2024年第1期5卷 1-18页

作者： M.Sahaya Sheela A.Gnana Soundari Aditya Mudigonda C.Kalpana K.Suresh K.Somasundaram Yousef Farhaoui Department of Electronics and Communication Engineering Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and TechnologyChennai 600069India Department of Computer Science and Engineering Saveetha School of EngineeringSIMATSChennai 602105India JNIAS School of Planning and Architecture Hyderabad 500034India Department of Computer Science and Engineering NPR College of Engineering and TechnologyNatham Dindigul 624401India Department of Computer Science and Engineering PSNA College of Engineering and TechnologyPoolangulathupatti 620009India Department of Computer Science and Engineering Sri Muthukumaran Institute of TechnologyChennai 600069India Department of Computer Science Moulay Ismail UniversityMeknes 5003Morocco

Due to the dynamic nature and node mobility,assuring the security of Mobile Ad-hoc Networks(MANET)is one of the difficult and challenging tasks *** MANET,the Intrusion Detection System(IDS)is crucial because it aids in the identification and detection of malicious attacks that impair the network’s regular *** machine learning and deep learning methodologies are used for this purpose in the conventional works to ensure increased security of ***,it still has significant flaws,including increased algorithmic complexity,lower system performance,and a higher rate of ***,the goal of this paper is to create an intelligent IDS framework for significantly enhancing MANET security through the use of deep learning ***,the min-max normalization model is applied to preprocess the given cyber-attack datasets for normalizing the attributes or fields,which increases the overall intrusion detection performance of ***,a novel Adaptive Marine Predator Optimization Algorithm(AOMA)is implemented to choose the optimal features for improving the speed and intrusion detection performance of ***,the Deep Supervise Learning Classification(DSLC)mechanism is utilized to predict and categorize the type of intrusion based on proper learning and training *** evaluation,the performance and results of the proposed AOMA-DSLC based IDS methodology is validated and compared using various performance measures and benchmarking datasets.

关键词： Intrusion Detection System(IDS) security Mobile Ad-hoc Network(MANET) min-max normalization Adaptive Marine Predator Optimization Algorithm(AOMA) Deep Supervise Learning Classification(DSLC)

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Understanding the neighborhoods’in-between spaces on spatial perception,social interaction,and security

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Frontiers of Architectural Research 2024年第1期13卷 21-36页

作者： Lizeth Félix Mariel Organista Autonomous University of Baja California Ensenada 22860Mexico

This study reflects on the impact that the neighborhoods’in-between spaces have on:spatial perception,social interaction,and *** sites,characterized by their abandonment and deterioration,can also be seen as crucial spaces of opportunity for cities,in the architectural,urban and landscape *** paper aims to analyze the sociospatial relationships in the neighborhoods’in-between spaces and examine the impact of inbetween space configuration on urban *** investigation draws on a survey of perception to residents about the requirements for a suitable social interaction in these *** study was developed in a neighborhood in the city periphery,characterized by their social dynamics and location in a nature conservation *** findings indicate that the appropriation process,activities,and collective practices are dependent on the spatial legibility,in this case when this increases,gives rise to improve the habitability and the rehabilitation of the in-between ***,the lack of design on in-between spaces substantially affects the use of these spaces and the social interaction among residents.

关键词： In-between spaces Socio-spatial relationships Habitability Neighborhoods security

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Soils for food security

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Frontiers of Agricultural Science and Engineering 2024年第2期11卷 213-215页

作者： Guangzhou WANG Qichao ZHU Junling ZHANG State Key Laboratory of Nutrient Use and Management National Academy of Agriculture Green DevelopmentCollege of Resources and Environmental SciencesChina Agricultural UniversityBeijing 100193China

Food security is among the most fundamental of national interests and productive farmland is essential for secure grain *** the increase of agricultural intensification and the impact of global climate change,the soil... 详细信息

关键词： farmland security earth

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security Risk Assessment in Container Terminals:Empirical Evidence from Greece

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Journal of Traffic and Transportation Engineering 2024年第5期12卷 214-223页

作者： Constantinos Chlomoudis Petros Pallis Theodore Styliadis Department of Maritime Studies Faculty of Maritime and Industrial StudiesUniversity of PiraeusPiraeus 18532Greece

The most prominent risk assessment techniques are founded on the values of measuring and controlling the frequency and the consequences of risks in order to assure an“acceptable level”of“safeness”mainly in the lines of environmental,health and hygiene and port product *** paper examines security risk assessment approaches within the emerging role of *** paper contributes to the current literature by considering the ports of Greece as a case in point and by measuring the degree of its security risk orientation based on certain valid risk factors drawn from the current ***,it presents a security risk assessment methodology into the domain of port container *** potential for ports were quantitatively and qualitatively assessed by discussing issues of security approaches within the maritime industry,in order to facilitate improvement strategies.A two-dimension empirical study was conducted,in a time range of ten years(2010-2020)in order to provide evidence regarding security risk assessment in the port container terminal of Thessaloniki,in *** findings of this study have significant strategic policy implications and shed more light on the role of security risks in the overall risk orientation of container terminals in ***,further research directions in security risk in ports are proposed.

关键词： Greek ports risk assessment security container terminals empirical evidence

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Ensuring security and Privacy in the Internet of Things: Challenges and Solutions

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Journal of Computer and Communications 2024年第8期12卷 257-277页

作者： Nur Mohammad Rabeya Khatoon Sadia Islam Nilima Jahanara Akter Md Kamruzzaman Hasan Mahmud Sozib Department of Information Technology Westcliff University 17877 Von Karman Ave 4th Floor Irvine CA 92614 United States Department of Business Administration International American University 3440 Wilshire Blvd STE 1000 Los Angeles CA 90010 United States Department of Business Administration Westcliff University 17877 Von Karman Ave 4th Floor Irvine CA 92614 United States School of Business & Economics North South University Dhaka Bangladesh

The Internet of Things (IoT) represents a revolutionary paradigm, enabling a vast array of devices to be ubiquitously interconnected via the Internet, thereby facilitating remote control and management of these devices. This pervasive integration into daily life brings significant convenience but also raises substantial concerns regarding the security of personal data collected and stored online. As the number of connected devices grows, the urgency to address privacy and security issues becomes paramount. IoT systems are particularly susceptible to threats that could compromise consumer privacy and security, affecting their practical deployment. Recent research efforts have focused on enhancing the security of IoT devices, including the exploration of blockchain technologies to mitigate these concerns. This paper aims to elucidate the security and privacy challenges inherent in IoT systems by examining vulnerabilities at each layer of the IoT protocol stack. It identifies key security requirements and reviews existing solutions designed to protect IoT systems from a layered perspective, thereby providing a comprehensive overview of the current landscape of IoT security and highlighting the critical need for robust security measures as the adoption of IoT continues to expand.

关键词： IoT security Privacy Blockchain Technologies Layered Perspective

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Machine Learning Empowered security and Privacy Architecture for IoT Networks with the Integration of Blockchain

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Intelligent Automation & Soft Computing 2024年第2期39卷 353-379页

作者： Sohaib Latif M.Saad Bin Ilyas Azhar Imran Hamad Ali Abosaq Abdulaziz Alzubaidi Vincent Karovic Jr. Department of Computer Science The University of ChenabGujrat50700Pakistan Department of Creative Technologies Air UniversityIslamabad42000Pakistan Computer Science Department College of Computer Science and Information SystemsNajran UniversityNajran66244Saudi Arabia Department of Computer Science Umm Alqura UniversityAlQunfudah28821Saudi Arabia Department of Information Systems Faculty of ManagementComenius University in BratislavaBratislava82005Slovakia

The Internet of Things(IoT)is growing rapidly and impacting almost every aspect of our lives,fromwearables and healthcare to security,traffic management,and fleet management *** has generated massive volumes of data and security,and data privacy risks are increasing with the advancement of technology and network *** access control solutions are inadequate for establishing access control in IoT systems to provide data protection owing to their vulnerability to single-point OF ***,conventional privacy preservation methods have high latency costs and overhead for resource-constrained *** machine learning approaches were also unable to detect denial-of-service(DoS)*** study introduced a novel decentralized and secure framework for blockchain *** avoid single-point OF failure,an accredited access control scheme is incorporated,combining blockchain with local peers to record each transaction and verify the signature to ***-based attribute-based cryptography is implemented to protect data storage privacy by generating threshold parameters,managing keys,and revoking users on the *** innovative contract-based DOS attack mitigation method is also incorporated to effectively validate devices with intelligent contracts as trusted or untrusted,preventing the server from becoming *** proposed framework effectively controls access,safeguards data privacy,and reduces the risk of *** results depict that the suggested framework outperforms the results in terms of accuracy,precision,sensitivity,recall,and F-measure at 96.9%,98.43%,98.8%,98.43%,and 98.4%,respectively.

关键词： Machine learning internet of things blockchain data privacy security Industry 4.0

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Developing a Distinctively Chinese Social security System Through Concrete Actions

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Qiu Shi 2024年第3期16卷 23-31页

作者： Wang Xiaoping CPC Leadership Group Ministry of Human Resources and Social Security

Social security is a major issue of national governance,and developing a distinc-tively Chinese social security system is integral to Chinese ***-dent Xi Jinping,who regards work relat-ing to social security as a matt... 详细信息

关键词： ping security security

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Cutting-Edge Challenges in Communication Technology and Computer Network security

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Journal of Electronic Research and Application 2024年第5期8卷 26-31页

作者： Haikang Gu Lanzhou Bowen College of Science and Technology Lanzhou 730100China

The rapid development of communication technology and computer networks has brought a lot of convenience to production and life,but it also increases the security *** security has become one of the severe challenges faced by people in the digital ***,the security problems facing the field of communication technology and computer networks in China mainly include the evolution of offensive technology,the risk of large-scale data transmission,the potential vulnerabilities introduced by emerging technology,and the dilemma of user identity *** paper analyzes the frontier challenges of communication technology and computer network security,and puts forward corresponding solutions,hoping to provide ideas for coping with the security challenges of communication technology and computer networks.

关键词： Communication technology Computer network security

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Modeling and Implementation of a Data security and Protection Medium Using the Generated Key Based on Electromagnetic Wave Propagation Theories

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Journal of Computer and Communications 2024年第9期12卷 131-140页

作者： Vincent Mbonigaba Fulgence Nahayo Octave Moutsinga Dieudonné Okalas-Ossami Romeo Nibitanga Thérence Niyonsaba Doctoral School and Faculty of Science and Technology University of Burundi Bujumbura Burundi LUMISTA-ISTA University of Burundi Bujumbura Burundi URMI Masuku University of Science and Technology Franceville Gabon CRIET-FSI University of Burundi Bujumbura Burundi

Today, the advent of quantum computers and algorithms is calling into question the semantic security of symmetrical and asymmetrical cryptosystems. The security of objects connected to the network, which must provide a security service and protect the privacy of users by providing protection against attacks such as identity theft, denial of service, eavesdropping and unauthorised access to personal and sensitive data. It is therefore necessary to find a robust method of using the key that is effective in protecting and preventing data tampering. In this paper, we design and implement a security and data protection method using a key generated on the basis of electromagnetic wave propagation theories. Modelling and implementation of a data security and protection method using a key generated on the basis of electromagnetic wave propagation theories.

关键词： Modeling security Cryptography Algorithm Coding Quantum Post Bytes System Waves

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Unveiling security,privacy,and ethical concerns of ChatGPT

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Journal of Information and Intelligence 2024年第2期2卷 102-115页

作者： Xiaodong Wu Ran Duan Jianbing Ni Department of Electrical&Computer Engineering Queen's UniversityKingston K7L 3N6Canada

This paper delves into the realm of ChatGPT,an AI-powered chatbot that utilizes topic modeling and reinforcement learning to generate natural *** ChatGPT holds immense promise across various industries,such as customer service,education,mental health treatment,personal productivity,and content creation,it is essential to address its security,privacy,and ethical *** exploring the upgrade path from GPT-1 to GPT-4,discussing the model's features,limitations,and potential applications,this study aims to shed light on the potential risks of integrating ChatGPT into our daily *** on security,privacy,and ethics issues,we highlight the challenges these concerns pose for widespread ***,we analyze the open problems in these areas,calling for concerted efforts to ensure the development of secure and ethically sound large language models.

关键词： ChatGPT Large language model(LLM) security Privacy Ethics

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