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Multi-class Classification Approach for Smart Intrusion Attack Detection Using AI and ML Classifiers 8th

Multi-class Classification Approach for Smart Intrusion Atta...

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8th International Conference on Information and Communication technology for Intelligent Systems, ICTIS 2024

作者： Rathod, Dushyantsinh B. Patel, Yesha Jethava, Archana Gohel, Namrata Suthar, Dhruvi Prajapati, Ramesh Rathod, Ghanshyam Computer Engineering Department Ahmedabad Institute of Technology Gujarat Ahmedabad India Department of CSE Faculty of Engineering and Technology GLS University Gujarat Ahmedabad India Computer Engineering Department Shree Swaminarayan Institute of Technology Gujarat Gandhinagar India Department of Computer Application Parul Institute of Computer Application Baroda India

ISBN: (纸本)9789819766772

Due to increased network traffic and security concerns, intrusion detection system (IDS) research has received a lot of attention in computer science. Advanced intrusion detection systems have arbitrary incursion categories and demand a high processing power usage. Notwithstanding the fact that there is a wealth of literature on IDS issues, our objective is to provide a more thorough review. We offer the taxonomy to differentiate between modern IDSs based on the extensive survey and intricate organization. In addition, the architecture we provided in the content aids the reader in grasping the whole idea of IDSs with ease. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.

关键词： Network intrusion

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Enhanced Proof of Authentication(E-PoA) Consensus Blockchain-Based Secured Health Care Data Transmission in Internet of Things

Enhanced Proof of Authentication(E-PoA) Consensus Blockchain...

引用

2024 International Conference on Distributed Systems, computer Networks and Cybersecurity, ICDSCNC 2024

作者： Keerthana, T. Krithika, D.R. Vels Institute of Science Technology and Advanced Studies Department of Computer Application Chennai India

ISBN: (纸本)9798350375442

Blockchain and the Internet of Things (IoT) are revolutionizing healthcare, presenting the potential for transformation. The IoT is achieving more and more confidence as the infrastructure for future applications. Therefore, based on the comprehensive integration of Blockchain (BC) technology with IoT, security requirements are provided through security frameworks built into BC. Healthcare IoT applications in BC technology are revolutionizing industries. It also analyzes the potential benefits of BC implementation in IoT and healthcare for securely transferring medical data. Blockchain's decentralized and immutable nature of medical data sharing offers secure ways to store and transmit data. However, it is necessary to protect the data's privacy stored and shared securely. This review paper evaluates the algorithm based on Rivest, Shamir, and Adelman (RSA), Advanced Encryption Standard (AES), Lionized Golden Eagle-based Homomorphic Elapid Security (LGE-HES), and BC-Assisted Secure Data Management Framework (BSDMF). This survey paper describes Blockchain technology-based medical data transfer based on IoT medical systems. The performance evaluation regarding Root Mean Square Error (RMAE), MSE, time complexity, and security performance compared to standard technologies can be analyzed. © 2024 IEEE.

关键词： Electronic health record

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Enhanced Security in e-Tendering System Using Blockchain with Efficient Smart Contracts and Hybrid Cryptography 5th

Enhanced Security in e-Tendering System Using Blockchain wit...

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5th International Conference on Trends in Computational and Cognitive Engineering, TCCE 2023

作者： Gupta, Amritesh Kumar Dwivedi, Rajendra Kumar Department of Information Technology and Computer Application Madan Mohan Malaviya University of Technology Gorakhpur Gorakhpur India

ISBN: (纸本)9789819719228

Many organizations use tendering including government to obtain goods and services from the providers of the service and manufacturing companies. There has been an advanced evolution in the process from traditional hardcopy-based to modern electronic-based tendering. Since in the present scenario Internet is being used there are many security implications that can be associated with it. Blockchain having decentralization of information and other features like immutability can be used as a step to mitigate the implications. In this paper, a distributed e-tendering system based on smart contracts and hybrid cryptography is explored. The design consists of sections based on the way the tendering and bidding organization participates like creation and publication of tender by the tendering organization, bidding process by the bidder, evaluations of the proposed bid, and selecting the best one to declare the winner. Maintaining transparency, fairness, and security is kept in mind throughout the process which is the main motive of this paper. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.

关键词： Smart contract

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A Blind Deblurring Strategy for Images based on Iterative and Guided Filtering 11

A Blind Deblurring Strategy for Images based on Iterative an...

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11th Joint International Information technology and Artificial Intelligence Conference, ITAIC 2023

作者： Liu, Xiaojing Fan, Zhen Qinghai University Department of Computer Technology and Application Qinghai China

ISBN: (纸本)9798350333664

Image deblurring is an important branch of image restoration tasks. In order to eliminate blurring in a single image, an image deblurring strategy is proposed. Specifically, first enhance the image, then delimit the special area, calculate the initial iterative Point spread function according to the initial state of the special area and the enhanced state, and finally restore the original image according to the blind image Iterative method method combined with guided filtering. Compared with the Iterative method directly used for image blind deblurring, the strategy in this paper can give an initial Point spread function that is closer to the true value. At the same time, due to the existence of guided filtering, the iterative strategy in this paper can achieve the estimation of the original image faster. © 2023 IEEE.

关键词： blind deblurring Guided filtering Point spread function

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Design of Lightweight Decentralized Secure Communication 16

Design of Lightweight Decentralized Secure Communication

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16th IEEE International Conference on Computational Intelligence and Communication Networks, CICN 2024

作者： Silwal, Aditya Pandey, Bishwajeet Gl Bajaj College of Technology and Management Department of Computer Application Greater Noida India

ISBN: (纸本)9798331505264

This research focuses on developing a Peer-to-Peer Encrypted Chat application, offering secure, decentralized communication without reliance on centralized servers. Utilizing SSL/TLS (Secure Socket Layers and Transport Layer Security) encryption ensures the confidentiality and integrity of user data. Built with the Qt framework, the application provides a user-friendly interface for establishing encrypted connections, exchanging messages, and managing communication sessions. Another important aspect of the project is the Certificate-based authentication system which further enhancements of security by validating peers. The SSL/TLS encryption mechanism helps to prevent unauthorized access by ensuring that the messages exchanged between peers are encrypted and that only the intended recipients can read the communication. It also protects against Eavesdropping as in a P2P network, the data travels through various intermediate nodes. The TLS encryption ensures that even if an attacker intercepts the data somehow, the captured data cannot be deciphered. Another advantage of this level of security is that data integrity is maintained throughout the system, The communication network remains reliable, and the system remains tamper-proof. This project also demonstrates the ability of peers to connect and communicate without relying on centralized servers and ensures scalability as more users join. A special emphasis is given to its decentralized aspect ensuring benefits such as fault tolerance, the ability to handle high volumes of traffic, and high resilience. We have also ensured intuitive user interface design created with the help of the Qt framework ensuring seamless interactions for even the users that might not have any technical expertise. © 2024 IEEE.

关键词： Authentication Protocol

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Real-Time Smart Alert System for Prevention of Vehicle Accident and Fire: An IoT-Based Alarm System 2nd

Real-Time Smart Alert System for Prevention of Vehicle Accid...

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2nd International Conference on Innovations in Data Analytics, ICIDA 2023

作者： Dalui, Indrani Jana, Debopriyo Ghosh, Papri Patra, Suman Kundu, Aritra Das Sarkar, Pubali Department of Computer Application Eminent College of Management and Technology West Bengal Barasat India

ISBN: (纸本)9789819734658

There has been a significant increase in road and rail accidents owing to driver drowsiness, which results in massive deadly incidents. When the driver falls asleep, he loses control, resulting in an accident. People know that driving while drowsy is dangerous, but they may not know how to detect their own level of sleepiness. The proposed solution will provide you with information on how to look for signs of potential driver drowsiness and take appropriate action. The existing methods are classified into three primary categories: vehicular-based, behavioral-based, and physiological-based. The main aim of this research is to design a real-time smart alert system for the prevention of vehicle accidents and a fire system for intelligent vehicles that spontaneously can avoid drowsy driver loss. The necessity of an anti-sleep alarm system is increasing day by day to curb the misfortune. In this study, we have developed an anti-sleep alarm device through IoT. Here the alarm will be activated automatically if a driver falls asleep for more than 2 s during the driving of a vehicle. The vehicle engine will stop automatically in the case of sleepiness of the driver exceeds 5 s. Moreover, an auto "fire alarm System" was also established to prevent accidents due to fire in the vehicle. Here the fire alarm will be activated automatically in case of the occurrence of fire. An emergency phone no is attached to the system for sending the messages related to fire detection where the vehicle owner will be informed about the incident and take the necessary steps in this regard. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.

关键词： Fires

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Comprehensive Analysis of Routing Protocols in the Context of Internet of Vehicles 21

Comprehensive Analysis of Routing Protocols in the Context o...

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21st OITS International Conference on Information technology, OCIT 2023

作者： Jaswani, Nidhi Dasgupta, Mou National Institute of Technology Department of Computer Application Raipur India

ISBN: (纸本)9798350358230

The future of Internet of Vehicles (IoV) technology has significant potential for development. Since the introduction of smart vehicles (automobiles that are equipped with sensors, electronic control units (ECUs) and on-board units, the IoV has gained a significant prominence area of research and development. The concept of IoV involves the integration of vehicular ad hoc network with the Internet of things (IoT). The development of this category of networks known as vehicular ad hoc networks (VANETs) is the result of recent substantial development in the wireless communication system. Digital communication between cars and roadside infrastructure is utmost important for implementation of IoV. To improve the experience of drivers, passengers and to the traffic control, the use of VANET is vital. For this, choosing the right routing protocol that supports mobility in an extremely dynamic environment (rapid topology change) is crucial. Because of frequent change in topology of VANET, its protocols face many challenges. This paper presents a comprehensive analysis of four well known routing protocols, namely - Ad-hoc on-demand distance vector routing protocol (AODV), Dynamic source routing protocol (DSR), Destination sequenced distance vector routing protocol (DSDV), Ad hoc on demand multipath distance vector routing protocol (AOMDV). For this, different tools such as NS-2.35 and SUMO-0.32 are used. The obtained results are analyzed based on different routing parameters to select the most efficient routing protocol. © 2023 IEEE.

关键词： Vehicular ad hoc networks

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Understanding Fun in Cooking: Preliminary Study of Serious Games on Cooking Domain

Understanding Fun in Cooking: Preliminary Study of Serious G...

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2024 International Conference on Information technology Systems and Innovation, ICITSI 2024

作者： Halim, Steven Andrew Rumi, Jalaluddin Pratama, Galih Dea Ramdhan, Dimas Bina Nusantara University School of Computer Science Game Application & Technology Computer Science Department Jakarta Indonesia

ISBN: (纸本)9798331511470

Cooking is an important life skill to master. Despite the importance, a study suggests that there is a decline in cooking skills between generations. In accordance with that, serious games emerge as a form of solution which has purposes to solve the problems in an entertaining way. Serious games are often presented to solve numerous real-life problems, such as education, medical, and even culinary. This literature review studies a few of the many benefits of serious games that may help solve problems in the realm of cooking. The study focuses primarily on cooking serious games due to their capabilities to solve problems in an entertaining manner. The result indicates that there are positive benefits in utilizing serious games to solve certain problems not only in cooking, but also other issues such as cognitive skills. The findings from this research are intended to be the preliminary in developing serious game to compensate the problem from cooking domain. © 2024 IEEE.

关键词： cooking preliminary study serious game systematic literature review

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Anonymous and Practical Multi-factor Authentication for Mobile Devices Using Two-Server Architecture 5th

Anonymous and Practical Multi-factor Authentication for Mo...

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5th International Conference on Security and Privacy in New Computing Environments, SPNCE 2022

作者： Cao, Haiyan Xie, Yong Department of Computer Technology and Application Qinghai University Xining China

ISBN: (纸本)9783031306228

At present, password authentication technology using single-server architecture has been widely used in practice. However, it cannot resist internal privilege attack, dictionary guessing attack, and other attacks. To solve the above problems, this paper proposes an anonymous and practical multi-factor authentication protocol for mobile devices using two-server architecture with honeywords. The protocol is more secure than the existing single-factor authentication protocols, and can solve serious security problems such as internal privilege attack and direct leakage of private data after the server is compromised using a single server architecture. The strict security analysis proves that the protocol is secure. Compared to similar protocols, our protocol needs lower computation and communication costs, and can better meet the practical application requirements. © 2023, ICST Institute for computer Sciences, Social Informatics and Telecommunications Engineering.

关键词： Network architecture

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Urban Growth Estimation of Moradabad City Using Sentinel-2 Images

Urban Growth Estimation of Moradabad City Using Sentinel-2 I...

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2024 International Conference on Artificial Intelligence and Emerging technology, Global AI Summit 2024

作者： Srivastava, Saurabh Ahmed, Tasneem Kumar, Rajeev Moradabad Institute of Technology Department of Computer Science & Engineering Moradabad India Integral University Department of Computer Application Lucknow India

ISBN: (纸本)9798350379716

Accurate monitoring and assessment are necessary due to the enormous challenges posed by rapid urbanization to sustainable development and resource management. This study utilizes Sentinel-2 satellite images of Moradabad City, located in Uttar Pradesh, India, to analyze urban growth through a machine learning approach. Sentinel-2 imagery is widely used for land cover monitoring, and images from 2017 and 2023 were selected to assess the rapid expansion of urbanization. Various techniques, including SVM, ANN and minimum distance (MD), were employed for land surface classification. Among these, SVM produced the most reliable results for estimating urban areas, based on both the Kappa coefficient (Kc) and overall accuracy (O.A.). The SVM estimates that in 2017 about 8.308% of the region was classified as an urban area, and from 2023 that number had increased to about 11.64%, which could be a serious concern for Moradabad city's residents. The motivation behind this study to explore the potential applications of machine learning methods for small-scale urban dynamics monitoring and analysis through satellite image analysis. The research advances knowledge of urbanization processes and offers insightful advice for sustainable urban growth in quickly expanding places. © 2024 IEEE.

关键词： ANN MD Sentinel-2 SVM Urban Area Estimation Urban Growth estimation

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