2022 7th International Conference on Computer Science and Engineering (UBMK)最新文献_第7页

Copy-Move Forgery Detection in Digital Forensic Images Using CNN 基于CNN的数字法医图像复制-移动伪造检测

2022 7th International Conference on Computer Science and Engineering (UBMK) Pub Date : 2022-09-14 DOI: 10.1109/UBMK55850.2022.9919560

M. Kaya, Khalid Jibril Sani, Serkan Karakuş

{"title":"Copy-Move Forgery Detection in Digital Forensic Images Using CNN","authors":"M. Kaya, Khalid Jibril Sani, Serkan Karakuş","doi":"10.1109/UBMK55850.2022.9919560","DOIUrl":"https://doi.org/10.1109/UBMK55850.2022.9919560","url":null,"abstract":"Digital images are commonly used for sharing visual information and can be manipulated easily. The detection forgery in digital images has become a hot domain of research in digital image forensics due to the prevalent use of image editing tools for manipulating an image to conceal or distort information in the image. One of the most common image forgeries performed is the copy-move forgery. This type of forgery involves copying a segment of the image, which is then pasted to a different segment of the same image. The need for detecting whether an image is authentic becomes essential. The existing methods implemented for detecting image forgeries were based on traditional feature extraction algorithms such as block-based and key point-based algorithms. These traditional techniques employed produce a low-performance result. Deep learning techniques have proven to provide better performance in image processing tasks. In this research, a convolutional neural network based on a pre-trained ResNet50 network was proposed to detect copy-move forgeries in digital images. The proposed model uses the CoMoFoD image dataset in experimenting. The metric evaluation results achieved in the proposed model show that deep learning methods performance is more effective in digital image copy-move forgery detection.","PeriodicalId":417604,"journal":{"name":"2022 7th International Conference on Computer Science and Engineering (UBMK)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129844835","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

Code / Model Review Process of Unmanned Aerial Vehicle Software Compliant with DO-178B Certification 符合DO-178B认证的无人机软件代码/模型评审过程

2022 7th International Conference on Computer Science and Engineering (UBMK) Pub Date : 2022-09-14 DOI: 10.1109/ubmk55850.2022.9919556

İbrahim Seyfullah Babaarslan, Mücahit Topçu

{"title":"Code / Model Review Process of Unmanned Aerial Vehicle Software Compliant with DO-178B Certification","authors":"İbrahim Seyfullah Babaarslan, Mücahit Topçu","doi":"10.1109/ubmk55850.2022.9919556","DOIUrl":"https://doi.org/10.1109/ubmk55850.2022.9919556","url":null,"abstract":"In this paper, the analysis of the errors encountered in the code / model review process, which is a part of the verification approach developed in accordance with the DO-178B certification requirements of the software of the UAV Flight Control Computer, and the lessons learned from this process are presented. The software verification process is a process used to verify that the aircraft's flight control computer behaves in accordance with specified requirements and does not produce unexpected results. One of the most important parts of this process is the code/model review process, in which the code and models created in response to the software requirements are checked to he fully compatible and complete with the requirements. In the paper, first the software architecture will he explained, then the code review process for the code and models written in accordance with the software architecture will he mentioned. Afterwards, the checklist items used for code / model review will he explained, the classification of errors found in code / model review according to the level of criticality and analysis on the most common errors will he made, and lessons learned from this process will he presented.","PeriodicalId":417604,"journal":{"name":"2022 7th International Conference on Computer Science and Engineering (UBMK)","volume":"141 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114722504","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

The Evaluation of BH-AllStar Approach in the Industry: A Case Study BH-AllStar方法在行业中的评价:一个案例研究

2022 7th International Conference on Computer Science and Engineering (UBMK) Pub Date : 2022-09-14 DOI: 10.1109/UBMK55850.2022.9919514

D. Ulutas, A. Tosun

{"title":"The Evaluation of BH-AllStar Approach in the Industry: A Case Study","authors":"D. Ulutas, A. Tosun","doi":"10.1109/UBMK55850.2022.9919514","DOIUrl":"https://doi.org/10.1109/UBMK55850.2022.9919514","url":null,"abstract":"The software testing process plays an important role in the software development life cycle. Test data generation is a critical step for efficient software testing. In the industry, safety-critical software tests must be carried out in a way that ensures software safety standards. Combinatorial Testing (CT) is one of the most frequently used method while generating test data in order to meet standards and also to perform efficient tests with higher code coverage rates. However, the test data explosion is a big problem in CT. To overcome this challange, various meta-heuristic methods are developed by using Search Based CT (SBCT) methods. In this study, the usability of a search-based meta-heuristic method (BH-AlIStar) in the industry, which was developed based on the Black Hole Algorithm (BHA), has been investigated. To achieve this goal, we used a more complex safety-critical industrial Software Under Test (SUT) than the one used in the reference study. Then, we evaluated basic BHA and BH-AIIStar on this SUT with respect to code coverage rate, execution time and number of test cases. According to the results, the BH-AllStar provides a 22% increase in code coverage compared to the basic BHA. This case study strengthens the argument that the BH-AllStar can be used in test data generation in the software industry.","PeriodicalId":417604,"journal":{"name":"2022 7th International Conference on Computer Science and Engineering (UBMK)","volume":"113 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117252511","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

A Clustering-based Approach for Topic Modeling via Word Network Analysis 基于聚类的词网络主题建模方法

2022 7th International Conference on Computer Science and Engineering (UBMK) Pub Date : 2022-09-14 DOI: 10.1109/UBMK55850.2022.9919530

Gulmira Tolegen, Alymzhan Toleu, R. Mussabayev, Alexander Krassovitskiy

引用次数: 0

Author's Corpus of Alisher Navoi and its Semantic Database 阿利舍·纳沃伊语作者语料库及其语义数据库

2022 7th International Conference on Computer Science and Engineering (UBMK) Pub Date : 2022-09-14 DOI: 10.1109/UBMK55850.2022.9919546

Abjalova Manzura Abdurashetona, Gulomova Nargiza Sa'dullaevna

引用次数: 0

Anomaly Pattern Analysis Based on Machine Learning on Real Telecommunication Data 基于机器学习的电信真实数据异常模式分析

2022 7th International Conference on Computer Science and Engineering (UBMK) Pub Date : 2022-09-14 DOI: 10.1109/UBMK55850.2022.9919564

H. Kilinç

引用次数: 1

Comparison of Uzbek-Turkish Derivational Suffixes 乌兹别克-土耳其派生后缀的比较

2022 7th International Conference on Computer Science and Engineering (UBMK) Pub Date : 2022-09-14 DOI: 10.1109/ubmk55850.2022.9919509

E. Adali, Sirojiddinov Shuhrat Samariddinovich, Khamroyeva Shahlo Mirdjonovna

引用次数: 0

Development of an Information Model of The Portal of Scientific Knowledge by Means of Semantic Web Technology 基于语义Web技术的科学知识门户信息模型的开发

2022 7th International Conference on Computer Science and Engineering (UBMK) Pub Date : 2022-09-14 DOI: 10.1109/UBMK55850.2022.9919463

Zh.B. Sadirmekova, A. Yerimbetova, A. Ibraimkulov

引用次数: 2

Disaggregated Near-RT RIC Control Plane with Unified 5G DB for NS, MEC and NWDAF Integration NS、MEC和NWDAF集成的统一5G DB分解近rt RIC控制平面

2022 7th International Conference on Computer Science and Engineering (UBMK) Pub Date : 2022-09-14 DOI: 10.1109/UBMK55850.2022.9919594

Hale Donertasli, Madhukiran Medithe

{"title":"Disaggregated Near-RT RIC Control Plane with Unified 5G DB for NS, MEC and NWDAF Integration","authors":"Hale Donertasli, Madhukiran Medithe","doi":"10.1109/UBMK55850.2022.9919594","DOIUrl":"https://doi.org/10.1109/UBMK55850.2022.9919594","url":null,"abstract":"The use-case of RAN Controller with MEC and Network Slicing integration by using unified 5G data collection and analytics is one of the key enablers for 5G networks to function based on the low latency requirements. Connecting these components are challenging for the operators due to the lack of single source of authority and unified data. O-RAN architecture extends the SDN controller concept of decoupling the control-plane (CP) from the user-plane (UP) by enhancing the traditional RAN functions with AI via RAN Intelligent Controller (RIC). However, disaggregating only CP and DP is not enough for the integration of the key enablers, indeed there is a need for disaggregation of CP of Near-RT RIC itself as well so that MEC, NS and NWDAF can connect in form of xApps which are the first anchor point of the authority and data handshake for time sensitive applications to be landed. In this paper, we proposed an architectural perspective focusing on the Near-RT RIC platform with the disaggregated CP enhancements and end-to-end combined xApp-rApp solution for smooth NS, MEC and NWDAF integration.","PeriodicalId":417604,"journal":{"name":"2022 7th International Conference on Computer Science and Engineering (UBMK)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122240033","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

Gait Phase Recognition using Textile-based Sensor 基于织物传感器的步态相位识别

2022 7th International Conference on Computer Science and Engineering (UBMK) Pub Date : 2022-09-14 DOI: 10.1109/UBMK55850.2022.9919491

Abdülkadir Pazar, Fidan Khalilbayli, Kadir Ozlem, Ayse Feyza Yilmaz, A. Atalay, O. Atalay, Gokhan Ince

引用次数: 0