Computer Software and Media Applications最新文献

Ftdho Zfnet: Block chain based Fractional Tasmanian Devil Harris optimization enabled deep learning using attack detection and mitigation Ftdho Zfnet：基于区块链的分数塔斯马尼亚魔鬼哈里斯优化深度学习，使用攻击检测和缓解功能

Computer Software and Media Applications Pub Date : 2024-06-04 DOI: 10.24294/csma.v7i1.5224

S. S. Barani, R. Durga

{"title":"Ftdho Zfnet: Block chain based Fractional Tasmanian Devil Harris optimization enabled deep learning using attack detection and mitigation","authors":"S. S. Barani, R. Durga","doi":"10.24294/csma.v7i1.5224","DOIUrl":"https://doi.org/10.24294/csma.v7i1.5224","url":null,"abstract":"Block chain technology is regarded for enhancing the characteristics of security because of decentralized design, safe distributed storage, and privacy. However, in recent times the present situation of block chain technology has experienced some crisis that may delay the quick acceptance and utilization in real-time applications. To conquer this subdues, a blockchain based system for attack detection and mitigation with Deep Learning (DL) named Fractional Tasmanian Devil Harris Optimization_Zeiler and Fergus network (FTDHO_ZFNet) is introduced. In this investigation, the entities utilized are owner, block chain, server, trusted authority and user. Here, authentication phase is done by means of Ethereum block chain by Key Exchange module and privacy preserved data sharing and communication is also done. Then, recorded log file creation is executed by the below mentioned stages. At first, a log file is generated with the basis of communication to record the events. After wards, the features are extracted by BoT-IoT database. Then, feature fusion is done by overlap coefficient utilizing Deep Q-Network (DQN). Moreover, data augmentation (DA) is doneusing bootstrapping method. At last, attack detection is observed by ZFNet tuned by FTDHO. Here, FTDHO is unified by Fractional Tasmanian Devil Optimization (FTDO) and Harris Hawks Optimization (HHO). Additionally, FTDO is integrated by Fractional Calculus (FC) concept and Tasmanian devil optimization (TDO). Furthermore, attack mitigation is performed. The performance measures applied for FTDHO_ZFNet are accuracy, and True Negative rate (TNR), observed supreme values with 92.9%, 93.8% and 92.9%.","PeriodicalId":505445,"journal":{"name":"Computer Software and Media Applications","volume":"9 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141266923","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 and analysis of shadow detection and removal scheme in real-time still images 实时静态图像中阴影检测和去除方案的设计与分析

Computer Software and Media Applications Pub Date : 2024-03-18 DOI: 10.24294/csma.v6i1.4303

Sameer Ali, Muhammad Adeel Karim, Junaid Akhtar, Tanveer Ahmed Khan, Sikander Khan Mandokhail, Ubaid Rehman Shaikh, Naveed Ahmed Buriro, Basit Ali Arain

{"title":"Design and analysis of shadow detection and removal scheme in real-time still images","authors":"Sameer Ali, Muhammad Adeel Karim, Junaid Akhtar, Tanveer Ahmed Khan, Sikander Khan Mandokhail, Ubaid Rehman Shaikh, Naveed Ahmed Buriro, Basit Ali Arain","doi":"10.24294/csma.v6i1.4303","DOIUrl":"https://doi.org/10.24294/csma.v6i1.4303","url":null,"abstract":"This research’s main objective is to study and evaluate the detection and removal of undesired shadows from still images since these shadows might mask important information caused by light sources and other obstructions. A variety of methods for detecting and eliminating shadows as well as object tracking approaches based on movement estimation and identification are investigated. This includes shadow removal methods like background subtraction, which are intended to improve obstacle recognition of the source item and increase the accuracy of shadow removal from objects. When new items enter the frame, they are first distinguished from the background using a reference frame. The tracking procedure is made more difficult by the merging of the shadow with the foreground object. The approach highlights the difficulties in object detection owing to frequent occurrences of obstacles by using morphological procedures for shadow identification and removal. The proposed approach uses feature extraction is also discussed, highlighting its importance in image processing research and the use of suggested methods to get over obstacles in image sequences. The proposed method for shadow identification and removal offers a novel approach to improve image processing when dealing with still images. The purpose of this technique is to better detect and remove shadows from images, which will increase the precision of object tracking and detection. Depending on the type of images being processed, the process begins with initializing a background model, which is based on a static image background.","PeriodicalId":505445,"journal":{"name":"Computer Software and Media Applications","volume":"240 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140233698","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

Software security: Threats, solutions and challenges 软件安全：威胁、解决方案和挑战

Computer Software and Media Applications Pub Date : 2024-02-21 DOI: 10.24294/csma.v6i1.3769

Himani Mittal

引用次数: 0

Integrate between information systems engineering and software engineering theories for successful quality engineering measurement of software: Valid instrument pre-results 整合信息系统工程和软件工程理论，成功进行软件质量工程测量：有效仪器的预结果

Computer Software and Media Applications Pub Date : 2024-02-21 DOI: 10.24294/csma.v6i1.3382

Amani Ali Ibrahim Almetwaly, I. Fadhel

{"title":"Integrate between information systems engineering and software engineering theories for successful quality engineering measurement of software: Valid instrument pre-results","authors":"Amani Ali Ibrahim Almetwaly, I. Fadhel","doi":"10.24294/csma.v6i1.3382","DOIUrl":"https://doi.org/10.24294/csma.v6i1.3382","url":null,"abstract":"An extensive number of instruments and systems assessment tools are weak and not good enough in the appraisal of systems’ quality engineer success measurement. Thus, the comprehension of systems’ success is very serious. One of the purposes of this research topic is to develop a successful, novel, validated instrument for measuring system quality success based on the integration between theories of information systems (Seddon and DeLone & McLean) and software engineering theory (ISO 25010). To ensure the quality of the instrument before use, eight academic experts have validated. The reason for expanding the number of experts to eight is to accurately build and evaluate the instrument because this instrument is the first one erring. After expert validation done successfully, researchers started the process of instrument pre-test. Pre-test verification and validation results done by test the instrument of 74 users. The results of the statistical testing were perfect. The Composite reliability proposed value is 0.7, The average variance extracted value is 0.5. Cronbach’s alpha is higher than 0.7. The value of Spearman’s reliable rhea is >0.6. Results approved that this instrument is strong and perfect to be used as a valid tool for system success measurement.","PeriodicalId":505445,"journal":{"name":"Computer Software and Media Applications","volume":"10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140444204","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

Advancements in software engineering using AI 利用人工智能推进软件工程

Computer Software and Media Applications Pub Date : 2024-02-01 DOI: 10.24294/csma.v6i1.3906

Hazem W. Marar

引用次数: 0

Advancements in software engineering using AI 利用人工智能推进软件工程

Computer Software and Media Applications Pub Date : 2024-02-01 DOI: 10.24294/csma.v6i1.3906

Hazem W. Marar

引用次数: 0

An optimized secure dual authentication for VANETs 针对 VANET 的优化安全双重认证

Computer Software and Media Applications Pub Date : 2024-01-26 DOI: 10.24294/csma.v6i1.3061

Deepalakshmi Kandeepan, R. Durga

引用次数: 0

PDHSMICK: A partial key-based secure EHRs with distributed cloud for healthcare systems applying MI-CRYSTALS-Kyber PDHSMICK：应用 MI-CRYSTALS-Kyber，基于部分密钥的医疗保健系统分布式云安全电子病历

Computer Software and Media Applications Pub Date : 2023-12-15 DOI: 10.24294/csma.v6i1.3062

Prathima Subramanian, R. Durga

{"title":"PDHSMICK: A partial key-based secure EHRs with distributed cloud for healthcare systems applying MI-CRYSTALS-Kyber","authors":"Prathima Subramanian, R. Durga","doi":"10.24294/csma.v6i1.3062","DOIUrl":"https://doi.org/10.24294/csma.v6i1.3062","url":null,"abstract":"Healthcare, which raises several challenges regarding security and privacy, is the largest sector of society dealing with patients’ health data. Numerous approaches have been developed regarding healthcare; however, these approaches lead to high response time and leakage of transaction privacy. Thus, this work proposes PDHSMICK, a partial key-based secure EHRs with distributed cloud for Healthcare Systems applying Mimetic Interpolation-based CRYSTALS-Kyber (MI-CRYSTAL-Kyber). Primarily, the patient and doctor register with the system. After that, the patient logs in and books an appointment with the doctor. Then, consultation is done, and their details are sent to the Third-Party Auditor (TPA), where they store the information in the log file. Afterwards, the patient verifies the log file and then uploads the information to the concerned Cloud Server (CS). During uploading, the files are split, and the attributes from the files and Distributed Cloud Server (DCS) are extracted. Then, by utilizing Interpolation-based Pearson Correlation Coefficient (I-PCC), a particular DCS is selected. After that, for authorization purposes, a hash code and digital signature are generated by utilizing Exponential based Extensible Output Functions (EX-EOF) and Double Mod-Digital Signature Algorithm (DM-DSA). Concurrently, the files are encrypted by employing MI-CRYSTAL-Kyber techniques. Lastly, the doctor logs on to the system, and hash code and digital signature verification are performed. The system allows the doctor to download the data if the verification matches. Also, the experimental assessment was validated, which shows the proposed technique’s efficacy.","PeriodicalId":505445,"journal":{"name":"Computer Software and Media Applications","volume":"1 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139178846","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