Currently, not many schools in Indonesia have implemented online New Student Admissions (PSB). With the existing benefits and conveniences, this system should have been developed by each school. This is in line with advances in information and communication technology such as internet and web technology which are able to support the process of input and output data quickly and accurately, especially in the implementation of PSB. The limitation of the problem is only the Information System for New Student Registration Online at SMA Negeri 1 Glumpang Tiga, Pidie Regency. the purpose of the discussion, namely; to find out the Information System for Online New Student Registration at SMA Negeri 1 Glumpang Tiga, Pidie Regency and to design an Information System Application for New Student Registration Online at SMA Negeri 1 Glumpang Tiga, Pidie Regency. The author collects data with several data collection methods, including field studies and literature studies. Based on the results of observations and the authors can draw a conclusion which includes; The use of the Online New Student Registration Information System at SMA Negeri 1 Glumpang Tiga, Pidie Regency is expected to help create accurate and effective new student information data and with the existence of an information system it makes it easy for SMA Negeri 1 Glumpang Tiga, Pidie Aceh Regency because it speeds up information in general and reduce errors.
目前，印尼实施网上新生招生(PSB)的学校并不多。鉴于现有的好处和便利，该系统应该由每个学校开发。这与互联网和网络技术等信息和通信技术的进步相一致，这些技术能够支持快速准确地输入和输出数据的过程，特别是在PSB的实施中。该问题的局限性仅在于Pidie Regency的SMA Negeri 1 Glumpang Tiga的新生在线注册信息系统。讨论的目的，即;查找SMA Negeri 1 Glumpang Tiga, Pidie Regency的网上新生注册信息系统，并设计SMA Negeri 1 Glumpang Tiga, Pidie Regency的网上新生注册信息系统应用程序。作者通过实地调查和文献研究等多种资料收集方法收集资料。根据观察结果和作者可以得出的结论包括;SMA Negeri 1 Glumpang Tiga, Pidie Regency的在线新生注册信息系统的使用有望帮助创建准确有效的新生信息数据，并且随着信息系统的存在，它使SMA Negeri 1 Glumpang Tiga, Pidie Aceh Regency变得容易，因为它加快了信息的速度，减少了错误。
{"title":"Sistem Informasi Pendaftaran Siswa Baru pada SMA Negeri 1 Glumpang Tiga Kabupaten Pidie","authors":"Darmawan, Fathurrahmad, Abdus Salam","doi":"10.58477/cj.v1i1.29","DOIUrl":"https://doi.org/10.58477/cj.v1i1.29","url":null,"abstract":"Currently, not many schools in Indonesia have implemented online New Student Admissions (PSB). With the existing benefits and conveniences, this system should have been developed by each school. This is in line with advances in information and communication technology such as internet and web technology which are able to support the process of input and output data quickly and accurately, especially in the implementation of PSB. The limitation of the problem is only the Information System for New Student Registration Online at SMA Negeri 1 Glumpang Tiga, Pidie Regency. the purpose of the discussion, namely; to find out the Information System for Online New Student Registration at SMA Negeri 1 Glumpang Tiga, Pidie Regency and to design an Information System Application for New Student Registration Online at SMA Negeri 1 Glumpang Tiga, Pidie Regency. The author collects data with several data collection methods, including field studies and literature studies. Based on the results of observations and the authors can draw a conclusion which includes; The use of the Online New Student Registration Information System at SMA Negeri 1 Glumpang Tiga, Pidie Regency is expected to help create accurate and effective new student information data and with the existence of an information system it makes it easy for SMA Negeri 1 Glumpang Tiga, Pidie Aceh Regency because it speeds up information in general and reduce errors.","PeriodicalId":50641,"journal":{"name":"Computer Journal","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77342408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Android-Based Car Driving Simulation Application is an application used to obtain information about driving and caring for a car using smartphone support media. This is based on the increase in car accidents from year to year. The lack of information and the lack of knowledge of car drivers about driving information has made the author make a Car Driving Simulation application for the needs of visitors in using and accessing this application. Remembering technology is like a gadget that is no longer difficult to obtain, in fact it is possible for all people to have it. The application is designed with a smartphone that uses the Android operating system. Applications are made based on information needs for motorists. This application has gone through the stages of testing on four Android smartphone devices. This application is made using Phonegap with HTML and CSS programming languages and runs on the Kitkat version of the Android operating system as a minimum requirement.
{"title":"Aplikasi Simulasi Berkendara dengan Metode Fuzzy Logic Menggunakan Phonegap","authors":"Pahala Situmeang, NM Faizah, Panser Karo Karo","doi":"10.58477/cj.v1i1.67","DOIUrl":"https://doi.org/10.58477/cj.v1i1.67","url":null,"abstract":"Android-Based Car Driving Simulation Application is an application used to obtain information about driving and caring for a car using smartphone support media. This is based on the increase in car accidents from year to year. The lack of information and the lack of knowledge of car drivers about driving information has made the author make a Car Driving Simulation application for the needs of visitors in using and accessing this application. Remembering technology is like a gadget that is no longer difficult to obtain, in fact it is possible for all people to have it. The application is designed with a smartphone that uses the Android operating system. Applications are made based on information needs for motorists. This application has gone through the stages of testing on four Android smartphone devices. This application is made using Phonegap with HTML and CSS programming languages and runs on the Kitkat version of the Android operating system as a minimum requirement.","PeriodicalId":50641,"journal":{"name":"Computer Journal","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82953419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Printing Product Ordering Information System is one of the data processing activities at CV. Graphic Page, to get information on ordering printing products to be more focused and easy to obtain. In writing this study, the authors limited the problem only to the web-based Printing Product Ordering Information System on CV. Graphics Pages. The purpose of writing is to identify and design a web-based Printing Product Ordering Information System on CV. Graphics Pages. The collection of data needed in writing this report was obtained by two methods, namely literature studies related to library books and other scientific works, field studies by conducting interviews and direct observation of objects related to this research. Web-based Printing Product Ordering Information System at CV. Page Graphics is performed by one of the administrative staff and assisted by 2 (two) administrative staff in the warehouse sector to record and input product data. From the results of the study it can be concluded that the Information System for ordering web-based printing products at CV. Page Graphics has followed the procedure and uses a computer with the programming language PHP and MySQL as its database.
{"title":"Sistem Informasi Pemesanan Produk Percetakan Berbasis Web pada CV. Page Grafika Banda Aceh","authors":"Jamaluddin, Rahmi Hajriyanti, Bahruni","doi":"10.58477/cj.v1i1.32","DOIUrl":"https://doi.org/10.58477/cj.v1i1.32","url":null,"abstract":"Printing Product Ordering Information System is one of the data processing activities at CV. Graphic Page, to get information on ordering printing products to be more focused and easy to obtain. In writing this study, the authors limited the problem only to the web-based Printing Product Ordering Information System on CV. Graphics Pages. The purpose of writing is to identify and design a web-based Printing Product Ordering Information System on CV. Graphics Pages. The collection of data needed in writing this report was obtained by two methods, namely literature studies related to library books and other scientific works, field studies by conducting interviews and direct observation of objects related to this research. Web-based Printing Product Ordering Information System at CV. Page Graphics is performed by one of the administrative staff and assisted by 2 (two) administrative staff in the warehouse sector to record and input product data. From the results of the study it can be concluded that the Information System for ordering web-based printing products at CV. Page Graphics has followed the procedure and uses a computer with the programming language PHP and MySQL as its database.","PeriodicalId":50641,"journal":{"name":"Computer Journal","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91282573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The aim of this research is; To improve and make it easier for prospective new student registration at Generation Kedde Wali Private Middle School, Availability of an online new student admission information system that has an attractive appearance and is easy to register, To facilitate the PSB process in filling in new student admissions through the website and automatically saved, there is no need anymore to fill in using handwriting, and to improve new student enrollment services at the Generation Kedde Wali Private Middle School. In this study, the data source used was data obtained from direct observation and conducting interviews with schools. The waterfall method was used at the application development stage, while the Data Flow Diagram (DFD) was used as an application design tool. The results of the study show that using a website-based information system can help smooth and facilitate new student registration compared to manual systems, so that it can be accurate and efficient in serving PPDB activities.
{"title":"Rancangan Sistem Informasi Penerimaan Siswa Baru SMP Swasta Generasi Kedde Wali Berbasis Web dengan Metode Waterfall","authors":"Getrudis Kaka Daha, NM Faizah, W. Nurcahyo","doi":"10.58477/cj.v1i1.31","DOIUrl":"https://doi.org/10.58477/cj.v1i1.31","url":null,"abstract":"The aim of this research is; To improve and make it easier for prospective new student registration at Generation Kedde Wali Private Middle School, Availability of an online new student admission information system that has an attractive appearance and is easy to register, To facilitate the PSB process in filling in new student admissions through the website and automatically saved, there is no need anymore to fill in using handwriting, and to improve new student enrollment services at the Generation Kedde Wali Private Middle School. In this study, the data source used was data obtained from direct observation and conducting interviews with schools. The waterfall method was used at the application development stage, while the Data Flow Diagram (DFD) was used as an application design tool. The results of the study show that using a website-based information system can help smooth and facilitate new student registration compared to manual systems, so that it can be accurate and efficient in serving PPDB activities.","PeriodicalId":50641,"journal":{"name":"Computer Journal","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84428030","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The purpose of this research is to design a dictionary application that can translate Nias language based on Android and can be operated on a smartphone to assist in translating Indonesian into Nias language correctly. At the development stage, Rapid Application Development (RAD) is used. Based on the research that has been done, it can be concluded that the Nias-Indonesian Dictionary application has a very impact and received a positive response from the surrounding community, especially among the people in the interior, because this is the first mobile-based application where the process of using it is simpler and more flexible. This system can be used as a medium of learning and communication for the surrounding community. So that the preservation of Nias language and culture is maintained.
{"title":"Perancangan Aplikasi Kamus Bahasa Daerah Nias Berbasis Android dengan Metode Rapid Application Development (RAD) Menggunakan Android Studio","authors":"Desman Jaya Zalukhu, Panser Karo Karo, NM Faizah","doi":"10.58477/cj.v1i1.30","DOIUrl":"https://doi.org/10.58477/cj.v1i1.30","url":null,"abstract":"The purpose of this research is to design a dictionary application that can translate Nias language based on Android and can be operated on a smartphone to assist in translating Indonesian into Nias language correctly. At the development stage, Rapid Application Development (RAD) is used. Based on the research that has been done, it can be concluded that the Nias-Indonesian Dictionary application has a very impact and received a positive response from the surrounding community, especially among the people in the interior, because this is the first mobile-based application where the process of using it is simpler and more flexible. This system can be used as a medium of learning and communication for the surrounding community. So that the preservation of Nias language and culture is maintained.","PeriodicalId":50641,"journal":{"name":"Computer Journal","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75086837","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rice diseases are adverse conditions in rice caused by environmental factors, humans, and microorganisms such as viruses, bacteria, and fungi. Farmers do not understand how to determine the nature of disease and how to deal with diseases that affect rice. Farmers suffer a lot of losses due to late diagnosis, and have trouble meeting advice because they move around rather than stay in specific advice places, confusing yields. A frequently used method in expert systems is the forward chain method. This approach was chosen because it is an evolution process that begins by selecting a collection of data or facts and draws conclusions based on the selected facts. Based on the results of the system design, users of the program can diagnose rice diseases by inputting data and facts as symptoms occurring in rice, and obtain results that enable them to determine the type of disease and preventive measures increase a disease affecting rice.
{"title":"Sistem Pakar Diagnosa Penyakit pada Tanaman Padi Kecamatan Satarmese Kabupaten Manggarai Provinsi Nusa Tenggara Timur Berbasis Web dengan Metode Forward Chaining","authors":"Firgilius Jeraman, NM Faizah, Lucky Koryanto","doi":"10.58477/cj.v1i1.66","DOIUrl":"https://doi.org/10.58477/cj.v1i1.66","url":null,"abstract":"Rice diseases are adverse conditions in rice caused by environmental factors, humans, and microorganisms such as viruses, bacteria, and fungi. Farmers do not understand how to determine the nature of disease and how to deal with diseases that affect rice. Farmers suffer a lot of losses due to late diagnosis, and have trouble meeting advice because they move around rather than stay in specific advice places, confusing yields. A frequently used method in expert systems is the forward chain method. This approach was chosen because it is an evolution process that begins by selecting a collection of data or facts and draws conclusions based on the selected facts. Based on the results of the system design, users of the program can diagnose rice diseases by inputting data and facts as symptoms occurring in rice, and obtain results that enable them to determine the type of disease and preventive measures increase a disease affecting rice.","PeriodicalId":50641,"journal":{"name":"Computer Journal","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77750927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Usman Harun Sport Center is one of the Sport Centers under the auspices of the Jakarta Marine Base Marine Cooperative Primary which is engaged in business, in the form of Sports Field Rental. Until now, Field Orders are still done manually. The method used by the management of the Usman Harun Sport Center is currently inefficient. Therefore, this study has the objectives of (1) Designing a field booking application that can be easily and quickly accessed by customers via gadgets, (2) Designing a field ordering application that can be used by employees to update field availability status information, and (3) Designing a field booking application that can provide an overview of the facilities offered by the Usman Harun Sport Center. From this goal, the authors built and designed an Android-based Usman Harun Sport Center Sports Field Booking Application with the First Come First Serve Method Using Android Studio and Firebase. The final result of this research is to improve the quality and service for Prospective Customers for the Usman Harun Sport Center Sports Field.
{"title":"Aplikasi Pemesanan Lapangan Olahraga Usman Harun Sport Center Berbasis Android dengan Metode First Come First Serve Menggunakan Android Studio dan Firebase","authors":"Bayu Nugraha Saktiadji, NM Faizah, Lucky Koryanto","doi":"10.58477/cj.v1i1.64","DOIUrl":"https://doi.org/10.58477/cj.v1i1.64","url":null,"abstract":"Usman Harun Sport Center is one of the Sport Centers under the auspices of the Jakarta Marine Base Marine Cooperative Primary which is engaged in business, in the form of Sports Field Rental. Until now, Field Orders are still done manually. The method used by the management of the Usman Harun Sport Center is currently inefficient. Therefore, this study has the objectives of (1) Designing a field booking application that can be easily and quickly accessed by customers via gadgets, (2) Designing a field ordering application that can be used by employees to update field availability status information, and (3) Designing a field booking application that can provide an overview of the facilities offered by the Usman Harun Sport Center. From this goal, the authors built and designed an Android-based Usman Harun Sport Center Sports Field Booking Application with the First Come First Serve Method Using Android Studio and Firebase. The final result of this research is to improve the quality and service for Prospective Customers for the Usman Harun Sport Center Sports Field.","PeriodicalId":50641,"journal":{"name":"Computer Journal","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81369961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Abstract The undirected graph, exchanged hypercube $EH(s,t)$, is a variant of hypercube proposed by Loh et al. It is obtained by removing some links from $(s+t+1)$-dimensional hypercube. It retains many excellent properties, so many people have studied its reliability and fault tolerance. In this paper, combining the structure connectivity and substructure connectivity of graphs proposed not long ago, we obtain its $P_k$-path, $C_{2l}$-cycle and $K_{1,r}$-star structure connectivity and substructure connectivity where $2le k,rle s-1le t-1$ and $6le 2lle s-1le t-1$; we also establish $kappa ^s(EH(s,t);C_4)$ for $5le sle t$ and the upper bound of $kappa (EH(s,t);C_4)$ for $4le sle t$.
{"title":"Structure Fault Tolerance of Exchanged Hypercube","authors":"Heqin Liu, Dongqin Cheng","doi":"10.1093/comjnl/bxac194","DOIUrl":"https://doi.org/10.1093/comjnl/bxac194","url":null,"abstract":"Abstract The undirected graph, exchanged hypercube $EH(s,t)$, is a variant of hypercube proposed by Loh et al. It is obtained by removing some links from $(s+t+1)$-dimensional hypercube. It retains many excellent properties, so many people have studied its reliability and fault tolerance. In this paper, combining the structure connectivity and substructure connectivity of graphs proposed not long ago, we obtain its $P_k$-path, $C_{2l}$-cycle and $K_{1,r}$-star structure connectivity and substructure connectivity where $2le k,rle s-1le t-1$ and $6le 2lle s-1le t-1$; we also establish $kappa ^s(EH(s,t);C_4)$ for $5le sle t$ and the upper bound of $kappa (EH(s,t);C_4)$ for $4le sle t$.","PeriodicalId":50641,"journal":{"name":"Computer Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136043680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Marzieh Shamsizadeh, Mohammad Mehdi Zahedi, Khadijeh Abolpour
Abstract This study aims to investigate the algebraic properties of fuzzy multiset finite automaton (FMFA), giving a congruence relation. Using the equivalence classes, a minimal accessible complete FMFA is then presented. In addition, we define the concepts of admissible relation, admissible partition for FMFA and quotient FMFA. Further, we present an algorithm which determines an admissible partition for an FMFA and we suggest the time complexity of the algorithm. In particular, we introduce a connection between the admissible partition and the quotient FMFA and we show that any quotient of a given FMFA and the FMFA itself have the same language. Furthermore, using the quotient FMFA, we obtain an irreducible FMFA with the same language.
{"title":"Irreducible Fuzzy Multiset Finite Automaton","authors":"Marzieh Shamsizadeh, Mohammad Mehdi Zahedi, Khadijeh Abolpour","doi":"10.1093/comjnl/bxac193","DOIUrl":"https://doi.org/10.1093/comjnl/bxac193","url":null,"abstract":"Abstract This study aims to investigate the algebraic properties of fuzzy multiset finite automaton (FMFA), giving a congruence relation. Using the equivalence classes, a minimal accessible complete FMFA is then presented. In addition, we define the concepts of admissible relation, admissible partition for FMFA and quotient FMFA. Further, we present an algorithm which determines an admissible partition for an FMFA and we suggest the time complexity of the algorithm. In particular, we introduce a connection between the admissible partition and the quotient FMFA and we show that any quotient of a given FMFA and the FMFA itself have the same language. Furthermore, using the quotient FMFA, we obtain an irreducible FMFA with the same language.","PeriodicalId":50641,"journal":{"name":"Computer Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135047362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Abstract In CRYPTO 2019, Gohr made a pioneering attempt and successfully applied deep learning to the differential cryptanalysis against NSA block cipher Speck 32/64, achieving higher accuracy than the pure differential distinguishers. By its very nature, mining effective features in data plays a crucial role in data-driven deep learning. In this paper, in addition to considering the integrity of the information from the training data of the ciphertext pair, domain knowledge about the structure of differential cryptanalysis is also considered into the training process of deep learning to improve the performance. Meanwhile, taking the performance of the differential-neural distinguisher of Simon 32/64 as an entry point, we investigate the impact of input difference on the performance of the hybrid distinguishers to choose the proper input difference. Eventually, we improve the accuracy of the neural distinguishers of Simon 32/64, Simon 64/128, Simeck 32/64 and Simeck 64/128. We also obtain related-key differential-based neural distinguishers on round-reduced versions of Simon 32/64, Simon 64/128, Simeck 32/64 and Simeck 64/128 for the first time.
{"title":"Improved (Related-Key) Differential-Based Neural Distinguishers for SIMON and SIMECK Block Ciphers","authors":"Jinyu Lu, Guoqiang Liu, Bing Sun, Chao Li, Li Liu","doi":"10.1093/comjnl/bxac195","DOIUrl":"https://doi.org/10.1093/comjnl/bxac195","url":null,"abstract":"Abstract In CRYPTO 2019, Gohr made a pioneering attempt and successfully applied deep learning to the differential cryptanalysis against NSA block cipher Speck 32/64, achieving higher accuracy than the pure differential distinguishers. By its very nature, mining effective features in data plays a crucial role in data-driven deep learning. In this paper, in addition to considering the integrity of the information from the training data of the ciphertext pair, domain knowledge about the structure of differential cryptanalysis is also considered into the training process of deep learning to improve the performance. Meanwhile, taking the performance of the differential-neural distinguisher of Simon 32/64 as an entry point, we investigate the impact of input difference on the performance of the hybrid distinguishers to choose the proper input difference. Eventually, we improve the accuracy of the neural distinguishers of Simon 32/64, Simon 64/128, Simeck 32/64 and Simeck 64/128. We also obtain related-key differential-based neural distinguishers on round-reduced versions of Simon 32/64, Simon 64/128, Simeck 32/64 and Simeck 64/128 for the first time.","PeriodicalId":50641,"journal":{"name":"Computer Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136357416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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