2022 IEEE Mexican International Conference on Computer Science (ENC)最新文献

{"title":"Security Scheme for an RFID Access Control based on Internet of Things","authors":"Genaro Isidro Alamillo-Montes, Alfonso Martínez-Cruz, C. F. Uribe","doi":"10.1109/ENC56672.2022.9882943","DOIUrl":"https://doi.org/10.1109/ENC56672.2022.9882943","url":null,"abstract":"With new technologies, such as the Internet of Things, the number of connected devices has increased, including RFID access controls, where information security is a highlight. Over the years, RFID access controls have focused on more robust and flexible designs. In addition, with the development of new technologies that led us to connect to the Internet, more complex and diverse designs of RFID access controls are provided. This paper presents the design and implementation of an RFID access control for the IoT, with a security scheme based on Open-source hardware and the ATECC608A cryptographic processor to provide data integrity and confidentiality. According to the results, in contrast with previous implementations, the proposed system reads and stores the RFID card information through a visual interface, increasing its security and performance.","PeriodicalId":145622,"journal":{"name":"2022 IEEE Mexican International Conference on Computer Science (ENC)","volume":"164 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124586395","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}

{"title":"Novel Constructions for Ciphertext-Policy Attribute-Based Searchable Encryption","authors":"Melissa Brigitthe Hinojosa-Cabello, M. Morales-Sandoval, H. Marin-Castro","doi":"10.1109/ENC56672.2022.9882941","DOIUrl":"https://doi.org/10.1109/ENC56672.2022.9882941","url":null,"abstract":"More often, cloud services are being used for out-sourcing data storage. Nonetheless, as storage providers are untrustworthy, two major security concerns for data owners are confidentiality and access control. A naive solution to achieve these security goals is to encrypt before outsourcing the data to the cloud. However, such approach entails a major problem for data consumers: searching over unintelligible data becomes quite difficult. In this context, Searchable Encryption (SE) is a powerful cryptographic technique that lets data owners store encrypted data on untrusted external servers while keeping the ability to perform searching and retrieval tasks from the encrypted format. In this paper, we present two novel constructions for searching over encrypted data on the basis of Attribute-Based Searchable Encryption (ABSE). Our constructions are implemented over asymmetric pairings (Type-III), enabling SE deployments for security levels higher than the common and obsolete 80-bit security found in the literature. The proposed constructions consider the two most common realizations of Attribute-Based Encryption (ABE) for the access structure: tree- and matrix-based. The experimental validation and evaluation over the LISA benchmark revealed the suitability of ABSE in practical applications, its correctness, and efficacy.","PeriodicalId":145622,"journal":{"name":"2022 IEEE Mexican International Conference on Computer Science (ENC)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129831911","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}

{"title":"The Graded Multidisciplinary Model: Fostering instructional design for activity development in STEM/STEAM education","authors":"M. Flores-Nicolás, Magally Martinez-Reyes","doi":"10.1109/ENC56672.2022.9882917","DOIUrl":"https://doi.org/10.1109/ENC56672.2022.9882917","url":null,"abstract":"In this paper we present an instructional design proposal that promises teaching-learning through the design of activities with gradual and multidisciplinary approaches. We rely on different pedagogical methodologies and existing learning strategies such as constructionism, conceptual change, problem-based learning, among others. At the same time, we propose the use of other types of models and standards that help in the evaluation and the role that technology will have based on its interaction with the student. To exemplify these pedagogical and technological resources, basic logic gates are used as the main topic to later describe how they can be applied to other subjects and disciplines. At the end, the instructional design is described in three different representations (real learning trajectory, educational planning and diagram) where it can be better appreciated how the activities intervene in pedagogy and technology.","PeriodicalId":145622,"journal":{"name":"2022 IEEE Mexican International Conference on Computer Science (ENC)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124228726","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}

{"title":"EstelAR: an Augmented Reality Astronomy learning tool for STEM students","authors":"Alec Guerrero Gallardo, María Lucía Barrón Estrada, Ramón Zataraín-Cabada, Mese Z. Giannina Dalle, Aldo Uriarte Portillo","doi":"10.1109/ENC56672.2022.9882924","DOIUrl":"https://doi.org/10.1109/ENC56672.2022.9882924","url":null,"abstract":"In this paper, we present EstelAR, a markless Augmented Reality learning tool focused on understanding introductory Astronomy topics at an undergraduate level. We make use of markless technology to create an autonomous learning app for STEM students. We describe the development process. To measure EstelAR's achievement, we conducted a pre/post- test experiment with a group of 34 STEM students, divided into two classes (experimental and control). The result indicates that EstelAR had a similar performance compared to the traditional in-person method to learn stellar Astronomy subjects. A lack of retention in the short-term (7 days) was detected for both groups. We comment on the result and describe the limitations in the conclusions.","PeriodicalId":145622,"journal":{"name":"2022 IEEE Mexican International Conference on Computer Science (ENC)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130708394","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}

{"title":"Automatic classification of images with beach linear perspective using convolutional neural networks","authors":"M. Santos-Romero, Javier Arellano-Verdejo, H. Lazcano-Hernandez, Pedro Damián-Reyes","doi":"10.1109/ENC56672.2022.9882952","DOIUrl":"https://doi.org/10.1109/ENC56672.2022.9882952","url":null,"abstract":"Since 2018, Sargassum stranding has increased on the beaches of the Caribbean Sea. Sargassum monitoring through satellite platforms has allowed us to probe its dynamics at a regional scale (mesoscale). However, these methods are not always used for monitoring at the beach level (human scale). Information is required at this level so that the authorities in charge of Sargassum management can design suitable strategies to address stranding. Artificial Intelligence techniques such as Machine Learning (ML) have recently been incorporated for beach-level data analysis. This has required the construction of new data sets. Due to the beach length, various techniques are used for image collection. One of these techniques is Crowdsourcing. To use only images that possess the visual and framing characteristics useful for the calculation of Sargassum coverage on a beach, imagery submitted by the participants must be classified before analysis. The present study proposes a method of automatic image classification with an in-depth linear perspective that allows build adequate datasets for studies on Sargassum accumulated that require highlighting the presence of this macroalgae along the beaches. The detection of Sargassum in the images is outside the scope of this study. For this purpose, was implemented on three neural networks from the literature the Transfer Learning technique. ResNet50, MobileNetv2, and VGG16 were re-trained with a dataset of 5,000 balanced samples of images with and without linear beach perspective. After several experiments, an accuracy of 80%, 90%, and 91%, respectively, was achieved. To complement the information provided by the Accuracy, Precision, and F1 score metrics, a resampling analysis of the F1-Score metric was performed with the Bootstrapping technique, concluding that VGG16 and MobileNetV2 obtained similar results with a confidence interval of 95% between 0.88 and 0.92. Finally, considering the spatial and temporal complexity of both architectures, MobileNetV2 is proposed as the most appropriate for the classification of images with and without linear perspective in depth. The classification of this type of image, in addition to requiring new data sets, takes the application of ML to another level, since in addition to the geometry or color, the model has to discriminate the texture and spatial distribution of the elements in the image, in order to successfully perform the classification.","PeriodicalId":145622,"journal":{"name":"2022 IEEE Mexican International Conference on Computer Science (ENC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133562235","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}

{"title":"Uso de plataforma de videojuegos de conducción para analizar el desempeño visual de los conductores: estudio piloto","authors":"Ernesto M. Vera, Josué S. Armenta, Leslie P. Hernández-Vidal, M. Rodríguez, Hussein López-Nava, Sarid García-Pérez","doi":"10.1109/ENC56672.2022.9882935","DOIUrl":"https://doi.org/10.1109/ENC56672.2022.9882935","url":null,"abstract":"“Fitness to drive” is the ability to drive a vehicle safely. It decreases when cognitive dimensions such as processing speed are affected in older adults. The objective way to measure is through observation to identify crash risks in naturalistic driving, which is costly in time and money. Other objective measures that can be easily monitored need to be investigated. Our project aims to examine the association between the properties of visual attention (i.e., duration and frequency of looking at specific points in the cabin) and drivers' cognitive performance. Previously, we developed the Intelligent Multi-modal Monitoring System to infer Points of Visual Attention (SiMIPAV). It measures the properties of visual attention based on head posture, which we validated with 15 young adults and 15 older adults. This study aims to validate the feasibility of measuring visual behaviors using SiMIPAV with a simulator, which would facilitate data collection in a safe environment. We recruited 12 young adults and 5 adults over the age of 59 who drove in a simulator based on video game platforms. We found that road gaze frequency was negatively correlated with driving speed in both conditions (simulator and naturalistic) and with both age groups. However, road gaze duration and speed are only correlated in the naturalistic condition.","PeriodicalId":145622,"journal":{"name":"2022 IEEE Mexican International Conference on Computer Science (ENC)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114831007","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}

{"title":"Post-Quantum Cryptography for Embedded Systems","authors":"Carlos Andres Lara-Nino, A. Díaz-Pérez, M. Morales-Sandoval","doi":"10.1109/ENC56672.2022.9882904","DOIUrl":"https://doi.org/10.1109/ENC56672.2022.9882904","url":null,"abstract":"Over the years, important breakthroughs have been made in protecting data at rest or in-transit. The emergence of the Internet of Things (IoT) and Cyber Physical Systems (CPS) has pose new challenges for protecting data in systems and devices tightly close to humans. Embedded systems with constrained computing capabilities are a central part in IoT and CPS, susceptible to different security attacks and vulnerabilities. Lightweight cryptography is the term used for grouping the different cryptographic algorithms and techniques tailored to observe the requirements for data security in such constrained applications. Nowadays, the potential emergence of quantum computing threatens these security solutions widely in use. Thus, novel cryptographic algorithms deemed to resist quantum attack models are being standardized by the National Institute of Standards and Technology (NIST) in the Post-Quantum Cryptography (PQC) Standardization process. In this paper, we present a study on how the advent of quantum computing might have a deep impact on the security of constrained applications in the IoT and CPS domains. We focused on the NIST PQC finalists, from the perspective of their use for securing embedded systems.","PeriodicalId":145622,"journal":{"name":"2022 IEEE Mexican International Conference on Computer Science (ENC)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117267914","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}

{"title":"DAITOV: An interactive assistive device for occupational therapy for learning to dress","authors":"Karina Reyes-Lio, Cristina Ramírez-Fernández, Ismael Hernández-Capuchin, V. Meza-Kubo, A. Morán","doi":"10.1109/ENC56672.2022.9882934","DOIUrl":"https://doi.org/10.1109/ENC56672.2022.9882934","url":null,"abstract":"The design, development and pilot evaluation of an assistive device for occupational therapy for learning to dress for children with cognitive disabilities is presented. The proposed device includes design recommendations from 36 specialists from different institutions that care for children with cognitive disabilities. In the participatory design of the device, evidence of a positive perception is provided regarding the aspects of safety, stimulation, ease of use, motivation, creativity and functions that can strengthen children development. In addition, a pilot evaluation with a healthy 3-year-3-month-old girl suggests that the device is easy to use and easy to learn.","PeriodicalId":145622,"journal":{"name":"2022 IEEE Mexican International Conference on Computer Science (ENC)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128165346","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}

{"title":"Conceptualization of Augmented Digital Ecosystem (ADE) in context of Metaverse and The Augmented Dimension","authors":"Naomi R. Duran Torres, Gabriel López-Morteo, René Cruz-Flores","doi":"10.1109/ENC56672.2022.9882956","DOIUrl":"https://doi.org/10.1109/ENC56672.2022.9882956","url":null,"abstract":"There is an increase of interest in Metaverse and Augmented Reality. This paper exposes argumentation to conceptualize an Augmented Digital Ecosystem as part of an Augmented Dimension along with other elements also described such as Cyberspace, Metaverse and Virtual Worlds (VW).","PeriodicalId":145622,"journal":{"name":"2022 IEEE Mexican International Conference on Computer Science (ENC)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131662915","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}

{"title":"Creation of a Game-Based Augmented Learning Experience System (GL-XP AR)","authors":"Karla M. Medina-Mota, Gabriel López-Morteo, René Cruz-Flores","doi":"10.1109/ENC56672.2022.9882939","DOIUrl":"https://doi.org/10.1109/ENC56672.2022.9882939","url":null,"abstract":"This article presents the creation of a game-based learning experiences system with augmented reality, using as a reference the IEEE Std 1589TM-2020 (ARLEM) and xAPI to get learning experiences while using a prototype of a Learning Management System (LMS) and a Learning Record Store (LRS) synchronized to an augmented reality (AR) mobile application as a game-based tool to finish a learning activit, getting as a result learning records (Triggered by each interaction in the application) that can be managed into the LMS and evaluated in future work.","PeriodicalId":145622,"journal":{"name":"2022 IEEE Mexican International Conference on Computer Science (ENC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129705358","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}