2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN)最新文献_第5页

Adversarial Attacks against Neural Networks using Projected Gradient Descent with Line Search Algorithm 基于投影梯度下降和直线搜索算法的神经网络对抗性攻击

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157254

Lourdu Mahimai Doss P, M. Gunasekaran

{"title":"Adversarial Attacks against Neural Networks using Projected Gradient Descent with Line Search Algorithm","authors":"Lourdu Mahimai Doss P, M. Gunasekaran","doi":"10.1109/ViTECoN58111.2023.10157254","DOIUrl":"https://doi.org/10.1109/ViTECoN58111.2023.10157254","url":null,"abstract":"The aim of the research is to investigate the security challenges posed by the deployment of neural networks, with a focus on evasion attacks. The research uses the MNIST dataset as a representative example and employs the projected gradient descent with the line search (PGDLS) algorithm to craft adversarial examples that can deceive the network into making incorrect predictions. In this research, we demonstrate that neural networks are vulnerable to such attacks and investigate PGDLS ability to craft adversarial examples. The research also aims to provide insights into the security challenges posed by evasion attacks and to contribute to the ongoing research into the security of neural networks. The ultimate goal of the research is to raise awareness of the security risks associated with the deployment of neural networks and to provide valuable information for the development of robust and secure models. In order to prevent neural networks from malfunctioning or being misused in real-world scenarios, ongoing research is essential to enhance their security.","PeriodicalId":407488,"journal":{"name":"2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124019326","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Design a PnR Flow Implementation for Different IR Drop Targets 设计一个针对不同IR下降目标的PnR流实现

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157617

Jagath A.P, Ganesh Moorthy G, Muthu Murugan M, Aarthi. V.P.M.B., Sibi Rajan R, M. Sohaib

引用次数: 0

Secure health data transmission on IOT 在物联网上安全传输健康数据

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10156896

R. Dhivya, Manoj Kumar S, Mathesh J, V. Thanikaiselvan, Hemalatha Mahalingam, Rengarajan Amirtharajan

引用次数: 0

Real-Time Sign Language Detection 实时手语检测

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157784

Sangeeta Kurundkar, Arya Joshi, Aryan Thaploo, Sarthak Auti, Anish Awalgaonkar

{"title":"Real-Time Sign Language Detection","authors":"Sangeeta Kurundkar, Arya Joshi, Aryan Thaploo, Sarthak Auti, Anish Awalgaonkar","doi":"10.1109/ViTECoN58111.2023.10157784","DOIUrl":"https://doi.org/10.1109/ViTECoN58111.2023.10157784","url":null,"abstract":"Lack of communication or miscommunication brought on by linguistic problems can lead to awkward situations in today's culture. Those who are deaf or have trouble hearing use sign language, a visual form of communication, to communicate. It communicates meaning through hand gestures and body language. Yet not everyone is able to interpret sign language, which might result in miscommunication. A system was developed employing cutting-edge technologies to address this problem, including deep learning, machine learning, convolutional neural networks, computer vision, TensorFlow, and Python. This technology is made to accurately detect and identify sign language motions in real-time. The system develops a real-time sign language recognition tool using OpenCV. The 26 letters in American Sign were categorised using a CNN classifier. The use of technology to bridge communication gaps and create inclusive environments is crucial in our society. This system's high accuracy rate is an excellent indication of its reliability, providing a promising solution for individuals who use sign language to communicate. It would be interesting to learn more about the specific CNN classifier used in the project and how it was trained to recognize ASL gestures. Overall, the implementation of this technology can create more inclusive and accessible environments, ensuring that everyone can communicate effectively, regardless of their abilities or differences.","PeriodicalId":407488,"journal":{"name":"2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128411259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Automated Brain Tumor detection using multi-label images of MRI scans and CNNs 使用MRI扫描和cnn的多标签图像自动检测脑肿瘤

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157529

Aman Patel, Nidumoli Gowthami Priya, G. Divya

{"title":"Automated Brain Tumor detection using multi-label images of MRI scans and CNNs","authors":"Aman Patel, Nidumoli Gowthami Priya, G. Divya","doi":"10.1109/ViTECoN58111.2023.10157529","DOIUrl":"https://doi.org/10.1109/ViTECoN58111.2023.10157529","url":null,"abstract":"Numerous medical diagnostic applications now heavily rely on automatic defect detection in medical imaging. Automatically detecting tumors by MRI is essential for treatment planning because it offers details on aberrant tissues. Due to the volume of data required, this strategy is impracticable. As a result, to lower the rate of human death, trustworthy and automatic classification techniques are required. Automated tumor detection techniques are therefore being created to free up radiologist time and attain proven accuracy. Brain tumor, which develops as a result of the abnormal development and division of brain cells, eventually turn into brain cancer. The study of human health benefits greatly from the use of computer vision since it is used to eliminate the requirement for precise human judgement. The most reliable diagnostic tools include MRI scans, CT scans, and X-rays. Secure imaging techniques within magnetic-resonance imaging (MRI). In this study, the noises present in an MR image were removed using a morphological opening to the pre-processing. Binary thresholding and Neural Network segmentation methods were then used to accurately detect tumors. Our model will assess if the person has a brain tumor or not. To increase the accuracy of different models and scaling methods such as Efficient B2, B3, and B6, we want to test and experiment with them.","PeriodicalId":407488,"journal":{"name":"2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128453195","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Novel Two Dimensional Chaotic Map for Secure Image Communication 一种用于图像安全通信的新型二维混沌映射

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157411

Sakshi Patel, T. V

引用次数: 0

Color Compensation Based Fusion for Enhancement of Weakly Artitifical Illuminated Indoor Images 基于色彩补偿的弱人工照明室内图像融合增强

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157246

M. Kanagavel, T. V

引用次数: 0

Modeling, Simulation and Implementation of Photovoltaic Panel Based on High Accuracy Two-Diode Model 基于高精度双二极管模型的光伏板建模、仿真与实现

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157000

D. Dash, Aviral Soni, Harsha Sharan, Prajwal Sinha, Rahul Saxena, Harsh Singh

引用次数: 0

Anomaly Detection in Data Centers using Isolation Networks 基于隔离网络的数据中心异常检测

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157102

Samirit Saha, Beena B. M.

{"title":"Anomaly Detection in Data Centers using Isolation Networks","authors":"Samirit Saha, Beena B. M.","doi":"10.1109/ViTECoN58111.2023.10157102","DOIUrl":"https://doi.org/10.1109/ViTECoN58111.2023.10157102","url":null,"abstract":"The given research paper proposes a direction or an approach that is novel and efficient for the purpose of detecting anomalies in data centers using isolation networks. Data centers are critical infrastructure in modern society, responsible for hosting and managing large amounts of data and providing computational resources for a variety of applications. As such, it is crucial for making sure that the security is maintained and optimal performance of data centers. The process of detecting anomalies is a key component of this effort, as it can help identify security threats and performance issues. The proposed approach uses isolation networks, a type of unsupervised machine learning algorithm, to identify anomalies in server and network behavior based on input features such as CPU utilization, memory usage, and network traffic. The paper evaluates the performance of the approach using a publicly available dataset of data center metrics, and show that it can achieve high accuracy in identifying anomalies while maintaining a low false positive rate. The paper's results suggest that isolation networks have significant potential for improving the security and performance of data centers, and we discuss several potential avenues for future research in this area. Overall, this paper contributes to the growing body of literature on machine learning for data center management and highlights the importance of anomaly detection in ensuring the reliability and security of these critical infrastructure systems.","PeriodicalId":407488,"journal":{"name":"2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126540173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Simulation of a Wheeled Robot using ROS 基于ROS的轮式机器人仿真

2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN) Pub Date : 2023-05-05 DOI: 10.1109/ViTECoN58111.2023.10157323

Vishal Kasyap S, R. K., S. Uma, A. R, V. Thanikaiselvan, Hemalatha Mahalingam

引用次数: 0