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检索条件"任意字段=5th International Conference on Computing Science, Communication and Security"

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5th international conference on computing science, communication and security, COMS2 2024

5th International Conference on Computing Science, Communica...

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5th international conference on computing science, communication and security, COMS2 2024

ISBN: (纸本)9783031751691

the proceedings contain 31 papers. the special focus in this conference is on computing science, communication and security. the topics include: Osmotic computing-Based Task Offloading: A Fuzzy Logic-Based Approach;Traveler’s Demand Reactive Dynamic Online Bus Routing [TraDeR-DOBR] to Improvize Comfort Perception in Intelligent Public Transport System;High-Speed FSO System for Future Generation Networks for Long Reach;Mitigating PAPR Challenges in Massive MIMO Systems for CR-IoT Networks: A Graeco-Latin Square Approach;performance Analysis of IoT Network over 5G communication;ioT-Based Convolutional Neural Networks in a Farm Pest Detection Using Transfer Learning;Performance Comparison of NOMA Vehicular communications Under Shadow Fading;Detecting Distributed Denial of Service (DDoS) Attacks in a Multi-controller SDN Environment Utilizing Machine Learning;Comprehensive Study of Short Channel Effects (SCEs) in MOSFET and FinFET Devices;A Machine Learning (ML)-Inspired Method for Intrusion Detection in IoT Devices Networks;an Anomaly—Misuse Hybrid System for Efficient Intrusion Detection in Clustered Wireless Sensor Network Using Neural Network;detection and Prevention of Black Hole Attack and Sybil Attack in Vehicular Ad Hoc Networks;cognitive Ad Hoc Trust Routing for Enhanced Quality of Service;routing in IoT Network Using NetSim Simulator;A Novel Approach of SHA-3-512bits Using Keccak Technique Based on Sponge Function Implementation on FPGA;cooperative Spectrum Sensing in Cognitive Radio Network Using Adaptive Walruses Optimization Algorithm;Catalan’s Conjecture and Elliptic Curve Cryptography (CCECC) Algorithm for Enhancing Data security During Data Transmission in MANET;monitoring the Concentration of Air Pollutants and Its Health Hazards Using Machine Learning Models;containment of Compromised Nodes in a Distributed Environment;a Novel Approach to Solve Network security, Cryptography Problems Using Genetic Algorithm.

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Performance Analysis of IoT Network over 5G communication 5th

Performance Analysis of IoT Network over 5G Communication

引用

5th international conference on computing science, communication and security

作者： Sanvika, V. Singh, Indrasen Chandra, Madala Poorna Reddy, Joshith Vellore Inst Technol Sch Elect Engn Vellore 632014 Tamil Nadu India

ISBN: (纸本)9783031751691;9783031751707

With faster connection speeds, the new age of digital reality is facilitated by faster network technology. the result is a modern technology called the Internet of things (IoT) that requires extensive internet connectivity to operate. Compared to previous technological advances, the frequency of outrageous 5G requests is increasing, resulting in transfer speeds of up to 20 Gbps and capacity that can be increased a thousand-fold. With 5G you get extremely dense network support, high reliability, and maximum security. this makes producing new, advanced products more cost-effective. A 5G network provides a broad foundation for future ventures, including the Internet of things, AI, and other cutting-edge technologies the performance of IoT networks has been analyzed in terms of the amplitude of received signal over symbol index.

关键词： Internet of things 5G communication waveform design symbol index capacity

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A Comprehensive Review of Soft computing Enabled Techniques for IoT security: State-of-the-Art and Challenges Ahead 5th

A Comprehensive Review of Soft Computing Enabled Techniques ...

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5th international conference on Data science, Machine Learning and Applications

作者： Parabrahmachari, Sriram Narayanasamy, Srinivasan Sathyabama Inst Sci & Technol Dept Comp Sci & Engn Chennai 600119 Tamil Nadu India Rajalakshmi Engn Coll Dept Comp Sci & Engn Chennai 600119 Tamil Nadu India

ISBN: (纸本)9789819780334;9789819780310;9789819780303

In the past ten years, the Internet of things (IoT) has become a massive force in our daily lives, providing countless smart services that have improved human existence. Nevertheless, the increased availability and rapidly escalating demand for intelligent devices and networks mean that IoT is currently encountering unprecedented security challenges. While there are established security protocols in place for IoT, these conventional methods fall short in effectively addressing the escalating frequency and severity of attacks. the term 'security' is used to encompass various concepts, including integrity, confidentiality, and privacy. therefore, a strong and up-to-date security system is necessary for the next generation of industrial IoT. One area of technological advancement that can address the ongoing and future challenges of IoT security is Soft computing. It has opened up many possible research avenues for detecting attacks and identifying abnormal behaviors in smart devices and networks. this paper explores the architecture of IoT and provides a comprehensive literature review of Soft computing based approaches to IoT security, including the different types of possible attacks. It also presents potential Soft computing-based solutions for IoT security and discusses open research issues along with future research scope.

关键词： Internet of things (IoT) security and privacy Soft computing Attacks computing methodologies

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Catalan's Conjecture and Elliptic Curve Cryptography (CCECC) Algorithm for Enhancing Data security During Data Transmission in MANET 5th

Catalan's Conjecture and Elliptic Curve Cryptography (CCECC)...

引用

5th international conference on computing science, communication and security

作者： Pauline, D. Eben Angel Womens Christian Coll Chennai India

ISBN: (纸本)9783031751691;9783031751707

security plays a major role in the processes of secured storage and secured data transmission in MANET due to the huge volume of users and their data. Moreover, MANET provides distributed services to their clients and their users anytime, anywhere. this is becoming a very challenging problem to provide secure storage and data communications. this is very important in this fast-paced internetworld. Data security is provided through cryptographic algorithms such as key generation, encryption, and decryption. the prime numbers are determining the size of the secret key that is capable of providing more security to the user's data effectively. the enhancement of the prime number is helpful for encrypting the data securely. So that this research work concentrates on the prime number selection process by applying Catalan's conjecture and using the standard Elliptic Curve Cryptographic (CCECC) algorithm to achieve a better security level and efficiency in terms of encryption time, decryption time, and key generation time.

关键词： MANET Routing Protocol Elliptic Curve Cryptography Cryptography Cryptanalysis

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Detection and Prevention of Black Hole Attack and Sybil Attack in Vehicular Ad Hoc Networks 5th

Detection and Prevention of Black Hole Attack and Sybil Atta...

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5th international conference on computing science, communication and security

作者： Yadav, Dhananjay Chaubey, Nirbhay Kumar Gujarat Technol Univ Ahmadabad India Ganpat Univ Mehsana Gujarat India

ISBN: (纸本)9783031751691;9783031751707

Intelligent Transportation Systems can play a valuable role in providing traffic control, road safety, and communications among vehicles. Vehicular Ad Hoc Network (VANET) is a network useful for providing communications between vehicles on road and is playing a predominant role in modern intelligent transportation systems. But the high mobility of vehicles in vanet and its inconsistent connections in the network make it highly susceptible to security threats to vehicles. the fiercest attacks in vanet are the Black Hole attack and the Sybil attack. In Black hole attack, the attacker vehicle, at the time of routing represents itself with the smallest and most desired route to the destination and hence communication with other legitimate nodes starts with this attacker node. Now the attacker vehicle can drop all the packets or send the information to other malicious vehicles. In Sybil attack the malicious vehicle sends fake alert message of high traffic to RSU and then RSU alerts other vehicles on the road of false high traffic with the intention of a malicious vehicle. the proposed algorithm in this research paper prevents the black hole attack and Sybil attack by using the encrypted identity of vehicles in the network making vanet secure from black hole attack and Sybil attack.

关键词： security Black Hole attack Sybil attack AODV Routing protocol

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Cloud Load Balancing through the Cloud Armor in HTTP Load Balancer 5th

Cloud Load Balancing Through the Cloud Armor in HTTP Load Ba...

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5th international conference on Data science, Machine Learning and Applications

作者： Prashanth, Mallellu Sai Karnati, Ramesh Velpuru, Muni Sekhar Reddy, H. Venkateshwara Vardhaman Coll Engn Dept Comp Sci & Engn Hyderabad India Vardhaman Coll Engn Dept Informat Technol Hyderabad India

ISBN: (纸本)9789819780334;9789819780310;9789819780303

the combination of an HTTP Load Balancer and Cloud Armor in cloud computing environments provides a robust solution for ensuring high availability and security for web applications. An HTTP Load Balancer distributes incoming traffic across multiple backend instances, optimizing performance and scalability. Cloud Armor, a security service in the cloud platform, adds an additional layer of protection by implementing access control rules and mitigating DDoS attacks. this abstract explores the detailed procedure of setting up anHTTP Load Balancer with Cloud Armor in Google Cloud Platform (GCP), including the configuration of instance groups, firewall rules, backend services, and load balancer settings. the integration of Cloud Armor allows the application to benefit from advanced security features, such as IP-based access controls and traffic filtering, thereby safeguarding against malicious activities. By implementing an HTTP Load Balancer with Cloud Armor, organizations can ensure reliable and secure delivery of web applications to their users in the cloud environment.

关键词： Cloud computing Load Balancer Firewall GCP Armor

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Osmotic computing-Based Task Offloading: A Fuzzy Logic-Based Approach 5th

Osmotic Computing-Based Task Offloading: A Fuzzy Logic-Based...

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5th international conference on computing science, communication and security

作者： Neha, Benazir Panda, Sanjaya Kumar Sahu, Pradip Kumar Veer Surendra Sai Univ Technol Burla Odisha India Natl Inst Technol Warangal Telangana India

ISBN: (纸本)9783031751691;9783031751707

the swift expansion of the information technology (IT) industry has led to a surge in compute-intensive and latency-sensitive applications. While cloud computing can satiate the demands of such applications, its centralized architecture may cause delays in the execution of tasks. To address such issues, edge computing brings computation closer to data sources. However, limited resources on Internet of things (IoT) devices make local execution quite challenging. therefore, a pliable approach is to consider task offloading for moving heavy tasks to resource-extensive systems like edge/cloud. Osmotic computing, leveraging edge and cloud resources, aims to enhance IoT services. However, the dynamic nature of IoT, edge, and cloud introduces challenges for task offloading. this paper proposes an offloading algorithm using fuzzy logic to manage uncertainty. Furthermore, we introduce an osmotic decision manager (ODM) that employs fuzzy logic for optimized offloading decisions, considering IoT/edge for latency-sensitive tasks and cloud for latency-tolerant tasks. this algorithm aims to improve overall system performance by efficiently offloading tasks based on their specific requirements and constraints. the proposed algorithm undergoes simulation and assessment with diverse synthetic test cases to demonstrate its efficacy.

关键词： Cloud computing Internet of things Edge computing Osmotic computing Task Offloading

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Design of Performance Enhanced Approximate Multiplier for Image Processing Applications 5th

Design of Performance Enhanced Approximate Multiplier for Im...

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5th international conference on computing science, communication and security

作者： Sivanandam, K. Sathana, R. M Kumarasamy Coll Engn Dept Elect & Commun Engn Karur Tamil Nadu India

ISBN: (纸本)9783031751691;9783031751707

Precise is most appropriate in scenarios where errors are hard to make, such processing mixed material and signs. Loose registering produces noticeable and quicker results with less power usage, especially for arithmetic circuits. this study proposes an alternative approach to utilize the packages of halfway items, based on recursive growth using blower-based rough multipliers. there are three proposed multiplier methods using four: 2 approximated blowers. Broad reproduction studies show that the proposed technique offers significant improvements in exactness, power reduction, and region reducing when compared to earlier imprecise multiplier designs. the first two multiplier setups make use of the first rough blower. Replicated and coordinated in Xilinx programming, the recommended multiplier design (1) has different area, less power, and less accuracy than the current multipliers. the recommended multiplier design (2) is reenacted and incorporated in Xilinx programming with high exactness, similar to the suggested plan (1), but at the expense of additional region and power. the recommended multiplier design (3) makes advantage of the second estimated blower. It is combined and replicated using Xilinx programming. Compared to plan (1) and design (2), it consumes less space and energy.

关键词： Approximate computing compressor multiplier Low power Computation

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Convergence of Blockchain and Iot 5th

Convergence of Blockchain and Iot

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5th international conference on Data science, Machine Learning and Applications

作者： Gopichand, G. Aleti, Rajashekar Tarini, Ranjana R. Tallam, Rahul Yenigandla, Venislaus Ashish Vellore Inst Technol Vellore Tamil Nadu India

ISBN: (纸本)9789819780334;9789819780310;9789819780303

A network of commonplace physical things with electronic parts, such as sensors, processors, and wireless communication modules is referred to as the "Internet of things" (IoT). they can communicate with one another and various other systems and devices via these components and the internet. It's important to note that the IoT lacks internal security. No organization is in charge of handling the enormous amount of data created by IoT devices since distributed ledger technology, which is a component of blockchain, is decentralized. Decentralization improves privacy and security. By making it extremely difficult for unauthorized users to alter current data record. Blockchain technology is used to safely store IoT data. Secure machine-to-machine transactions are made possible by the IoT and blockchain, boosting security and transparency for all parties involved. IoT devices can interact with private blockchain networks to guarantee the accuracy of transaction records by utilizing the features such as immutability and data encryption. this paper examines the business strategy that can aid in preventing the manipulation of sensitive data.

关键词： IOT Blockchain Wallets Data encryption security Ledger communication Integration of blockchain with IOT

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Technical Concepts on Cloud security and Privacy Using Deep Learning Techniques and Hybridized Encryption 5th

Technical Concepts on Cloud Security and Privacy Using Deep ...

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5th international conference on Data science, Machine Learning and Applications

作者： Rajchandar, K. Madanan, Mukesh Sastry, R. V. L. S. N. Saxena, Monika SR Univ Sch CS & AI Warangal Telangana India Dhofar Univ Dept Comp Sci Salalah Oman GIET Univ Sch Comp Sci & Engn Gunupur Orisha India Banasthali Vidyapith Dept Comp Sci Banasthali India

ISBN: (纸本)9789819780334;9789819780310;9789819780303

the current research questions that are raising concern security in cloud computing. Cloud storage is replacing traditional data storage in numerous companies because it provides instant knowledge of data from any location. However, the main problem stopping businesses from utilizing cloud computing is data security. Cloud computing has been one of the most talked about subjects in technology lately due to its capacity to manage a large number of resources and data. One of the biggest obstacles is scheduling tasks, and inefficient management leads to performance decline. this paper presents a unique method for productive task scheduling with improved security in a cloud computing environment. It is suggested to design the operations using a unique Convolutional neural network optimized modified butterfly optimization (CNN-MBO) approach in order to improve efficiency and shorten construction time. Second, the data is encrypted using a hybridized RSA method, ensuring safe data transfer. the performance of our suggested technique is then evaluated by simulating it using a cloudlet simulator and analyzing the evaluation findings. the suggested method is also contrasted with alternative task scheduling-based methods for a number of performance criteria, including resource usage, reaction time, and energy consumption.

关键词： Deep learning techniques cloud security hybridized encryption privacy

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