2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)最新文献_第10页

A High Capacity Framework for Reversible Information Embedding in Medical Images 医学图像可逆信息嵌入的高容量框架

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745737

Shifa Showkat, S. A. Parah

{"title":"A High Capacity Framework for Reversible Information Embedding in Medical Images","authors":"Shifa Showkat, S. A. Parah","doi":"10.1109/PDGC.2018.8745737","DOIUrl":"https://doi.org/10.1109/PDGC.2018.8745737","url":null,"abstract":"In this paper, a scheme of reversible data hiding (RDH) with increased capacity for medical images has been presented. The proposed method focusses on increasing the medical image's visual quality and simultaneously improving the payload. This algorithm presents a block based approach and modifies only pixels in a given range and not in the entire image. The histogram of each individual block is generated with the objective of computing the peak value i.e. the value with highest frequency of occurrence. For medical images, an additional preprocessing step is first done to make computation simpler. Stego-image is formed by embedding particular values of secret data bits in a pre-determined range. The cover-image is recovered in its original form by concatenating a location tag to the stego-image. Peak Signal to Noise Ratio (PSNR), Structural Similarity Index Matrix (SSIM) and capacity are the metrics that assess the visual quality, structural similarity and payload. Since the process of embedding of data is done only in particular pixels of a defined range, the proposed idea results in increased payload with less distortion.","PeriodicalId":303401,"journal":{"name":"2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117016546","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

Performance Evaluation and Future Scope of Image Secret Sharing Schemes 图像秘密共享方案的性能评价及未来发展方向

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745872

Aaqib Anjum Reshi, S. A. Parah

{"title":"Performance Evaluation and Future Scope of Image Secret Sharing Schemes","authors":"Aaqib Anjum Reshi, S. A. Parah","doi":"10.1109/PDGC.2018.8745872","DOIUrl":"https://doi.org/10.1109/PDGC.2018.8745872","url":null,"abstract":"Image secret sharing (ISS) has seen an immense growth in modern day world due to excess internet usability along with growing insecurity due to advanced attacks from the hackers. Secret sharing methods play a very important part in visual cryptography(VC) which began with introduction of “(k, n) threshold” scheme introduced by Shamir and Blakeley in 1979. In this scheme a secret is divided/encoded into ‘n’ shares or meaningless noisy images. The message to be hidden can only be constructed by stacking (combining with some logic) up at least ‘k’ number of shares/transparencies. Various advancements have happened in ISS with introduction of the “(k, n) threshold” based scheme to images. It has led to development of new schemes like probability based ISS, extended ISS, ISS using Cloud, and progressive ISS with perfect reconstruction capability or perfect data retrieval capability etc. These techniques are judged using the parameters like security robustness, pixel expansion and contrast of retrieved image. The ISS schemes can be made more robust and secure by integrating various features like introducing progressive ISS feature with Cloud and further increasing data payload by increasing ability to embed more data without decreasing the security and quality of retrieved original secret data. In this paper different ISS schemes have been surveyed and compared taking into consideration security, pixel expansion and contrast loss along with future scope of these techniques and application areas have also been discussed to get the scope of future research in the area.","PeriodicalId":303401,"journal":{"name":"2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125617007","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: 1

Machine Learning Based Performance Evaluation System Based On Multi-Categorial Factors 基于多范畴因素的机器学习性能评估系统

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745781

K. Sethi, Ankit Gupta, V. Jaiswal

引用次数: 3

SPIHT based dual watermarking technique in NSCT domain 基于SPIHT的NSCT域双水印技术

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745789

C. Kumar, Ashutosh Kumar Singh, Pardeep Kumar

引用次数: 0

A Review on Data locality in Hadoop MapReduce Hadoop MapReduce数据局部性研究综述

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745928

Anil Sharma, Gurwinder Singh

引用次数: 4

ToMRobot: A Low-Cost Robot for MANET Testbed ToMRobot:用于MANET试验台的低成本机器人

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745838

F. Muchtar, P. Singh, Y. Kumar, Asma Hanee Ariffin, S. I. Fadilah, M. N. Yusoff

{"title":"ToMRobot: A Low-Cost Robot for MANET Testbed","authors":"F. Muchtar, P. Singh, Y. Kumar, Asma Hanee Ariffin, S. I. Fadilah, M. N. Yusoff","doi":"10.1109/PDGC.2018.8745838","DOIUrl":"https://doi.org/10.1109/PDGC.2018.8745838","url":null,"abstract":"It has been identified from literature that affordability is the main constraint faced by the majority of MANET (Mobile Ad-hoc Network) researchers which sees them forgoing implementing real world experimental studies that are costlier, in favour of opting for cheaper simulation tools instead. While simulation tools provide a simple and inexpensive method to gain an understanding of algorithms and protocols in MANET research, its reliability and accuracy in representing real systems and contexts are critically limited. Thus, this paper unveils the ToMRobot, created with low budget using ordinary remote control (RC) car coupled with a few low cost electronic components, to serve as a fully functional MANET testbed. Provided in this paper are practical knowhow to model and produce ToMRobot from scratch specifically targeted to facilitate less technical savvy MANET researchers. Despite being really economical, significantly inexpensive to create, highly customizable with flexible option that allows researchers to upgrade by utilizing components such as Arduino and Cubieboard2 from technologies that can be sourced from open hardware, ToMRobot still maintains all aspects of MANET rudimentary structures. It is hoped that the guidelines contained within this paper will help MANET researchers to build robots that can be used in their future MANET testbeds, which will in turn ultimately increase the number of MANET researchers who choose testbeds as their evaluation tool.","PeriodicalId":303401,"journal":{"name":"2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)","volume":"285 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133334576","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: 1

A Secure Lightweight Data Aggregation scheme for Cloud assisted IoT 云辅助物联网的安全轻量级数据聚合方案

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745850

Aishwarya Tripathi, S. Pasupuleti

{"title":"A Secure Lightweight Data Aggregation scheme for Cloud assisted IoT","authors":"Aishwarya Tripathi, S. Pasupuleti","doi":"10.1109/PDGC.2018.8745850","DOIUrl":"https://doi.org/10.1109/PDGC.2018.8745850","url":null,"abstract":"In recent years, cloud assisted IoT has emerged as a revolutionary paradigm enabling the seamless connection of IoT devices to the cloud through the Internet. This new paradigm helps the resource constrained IoT devices to get the benefit of cloud's elastic storage capabilities for storing of their data. However, at the same time it is challenging to ensure low latency, reduced network bandwidth consumption, scalability and energy efficient requirements of different IoT devices while transferring data to the cloud. Hence, to address these issues, fog computing was brought forward as an interplay between the cloud and the IoT. The fog computing is a powerful, decentralized architecture that collects data from IoT devices and transfers it to the cloud. While, fog computing enables us to address some of the issues discussed above, the security and privacy of data still remains to be a major concern. In this paper, we propose a secure lightweight data aggregation scheme for cloud assisted IoT devices based on ElGamal encryption and identity-based signature scheme. The security analysis highlights that our proposed scheme is secure as it prevents the possibility of injection of any kind of false data and keeps a check on data leakages. The performance analysis verifies the efficiency of our scheme against the prevalent schemes.","PeriodicalId":303401,"journal":{"name":"2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133617251","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: 2

Design of Concurrent Ciphertext Policy-Attribute Based Encryption Library for Multilevel Access of Encrypted Data 面向加密数据多级访问的并发密文策略属性加密库设计

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745795

Shardha Porwal, S. Mittal

{"title":"Design of Concurrent Ciphertext Policy-Attribute Based Encryption Library for Multilevel Access of Encrypted Data","authors":"Shardha Porwal, S. Mittal","doi":"10.1109/PDGC.2018.8745795","DOIUrl":"https://doi.org/10.1109/PDGC.2018.8745795","url":null,"abstract":"Ciphertext Policy-Attribute Based Encryption (CP-ABE) is a public key encryption system that provides a flexible solution for sharing data files securely and publicly. As compared to conventional encryption CP-ABE generates single encrypted file that can be decrypted by anyone posing right attribute levels. In this paper, we have transformed legacy CP-ABE library to Object Oriented (OO) approach for enhancing the functionality of Ciphertext Policy-Attribute Based Encryption. CP-ABE has been further implemented as Multithreaded - Ciphertext Policy - Attribute Based Encryption (OOM-CP-ABE) for concurrency. Scope of parallelization in encryption and decryption operations has been exploited to obtain more efficient encryption and decryption. A case study for multilevel accessing of shared data files in a software company has been implemented to demonstrate the usefulness of implemented library. Experimental simulations demonstrate improved performance of proposed OOM-CP-ABE scheme to provide real time data encryption and decryption services as compared to legacy CP-ABE and OO-CP-ABE approaches.","PeriodicalId":303401,"journal":{"name":"2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133297174","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: 3

Channel Performance Evaluation of Wireless Communication Networks 无线通信网络信道性能评价

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745938

Rashmeet, Amit Gupta, R. Goyal

引用次数: 3

Appraisal of Pre-processing Techniques for Automated Detection of Diabetic Retinopathy 糖尿病视网膜病变自动检测的预处理技术评价

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745964

C. Bhardwaj, Shruti Jain, M. Sood

引用次数: 11