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检索条件"机构=Dept. of Computer Science and Info. Engineering"

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Security Coding Scheme for Satellite Communications

Security Coding Scheme for Satellite Communications

引用

2024 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2024

作者： Chen, Jong-Shin Sheu, Yung-Hoh Yang, Cheng-Ying Yao, Jenq-Foung J.F. Hwang, Min-Shiang Dept. of Info. and Comm. Eng. Chaoyang Uni. of Tech Taichung Taiwan Department of Computer Science and Information Engineering National Formosa University Yunlin Taiwan Department of Computer Science University of Taipei Taipei Taiwan Dept of Computer Science Georgia College and State University Milledgeville United States Dept. of C.S. & Info. Eng. Fintech and Blockchain Research Center Asia University Taichung Taiwan Dept. of Medical Research University Hospital China Medical University Taichung Taiwan

ISBN: (纸本)9798350389210

The major goal of a secure coding is to enable the authentic receiver could successfully recover the original message from the source. However. the satellite communications provide an open wireless environment. It hardly protects the transmitted info.mation from the eavesdroppers. Usually, the secure system employs the encryption, authorization and authentication schemes to avoid from the attacks. However, the undesired attacks have been continuously developed. In order to reduce the computing resource exhausted in the encryptions. Physical layer security coding based on Shannon's perfect secrecy, error-free cryptogram, might be applied to the satellite communications. Moreover, the coding scheme could reach the required critical security capacity. Also, it could approach the low error probability. However, the info.mation rate and the coding rate will suffer the system performance. To tradeoff the security level, info.mation rate and coding rate could be the important issue in the satellite communications. © 2024 IEEE.

关键词： Coding rate info.mation rate Physical-layer security Coding Secrecy capacity Shannon theorem

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Deep Learning Assisted Cyber Criminal Profiling 6

Deep Learning Assisted Cyber Criminal Profiling

引用

6th International Conference on Big Data and Artificial Intelligence, BDAI 2023

作者： Bokolo, Biodoumoye George Chen, Lei Liu, Qingzhong Sam Houston State University Dept. of Computer Science HuntsvilleTX United States Georgia Southern University Dept. of Info. Tech. Statesboro Georgia

ISBN: (纸本)9798350303667

This paper presents an approach for cybercriminal profiling using pre-trained DistilBert, LSTM, and BERT models. By analyzing criminal behaviors and linking them to offender characteristics, the proposed method utilizes structural and parameter learning techniques. Digital forensics, as a means to locate criminal and cybercriminal activity, is highlighted as increasingly important. The suggested strategy incorporates tools such as technical competency tests, a dynamic criminal knowledge base, and visualization to provide investigators with a comprehensive understanding of the case. The paper also discusses the potential benefits of integrating this approach into a cloud-based infrastructure, offering a faster and more cost-effective solution. © 2023 IEEE.

关键词： Cybersecurity

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Secrecy Rate Analysis for the Cooperative Communications 12

Secrecy Rate Analysis for the Cooperative Communications

引用

12th International Conference on Awareness science and Technology, iCAST 2023

作者： Chen, Jong-Shin Yang, Cheng-Ying Yao, Jenq-Foung J.F. Hwang, Min-Shiang Dept. of Info. and Comm. Eng. Chaoyang Uni. of Tech Taichung Taiwan Department of Computer Science University of Taipei Taipei Taiwan Dept of Computer Science Georgia College and State University Milledgeville United States Dept. of C.S. and Info. Eng. Asia University Taichung Taiwan

ISBN: (纸本)9798350324693

Due to the character of low cost and easily to implemented, the cooperative communication is the future tendency. Three fundamental mode, Amplify-and-Forward (AF) mode, Decode-and-Forward (DF) mode and Compress and Forward (CF) mode are employed to the system. In the cooperative system, relays function to transmit the delivered signal to the destination. Each node in the system could play as the source station, the relay and the destination station. Currently, the issue of privacy and security are seriously requested in the communication. There could be the eavesdroppers pre-tend as the relay to steal the message. Hence, the secrecy protection becomes important. In the higher layer, the encryption scheme is applied to protect the message. However, it is difficult for those devices with low computing resources, the example of IoT (Internet of Things). With Shannon Theory, a secure communication could be supported with a positive secrecy rate. Hence, secure cooperative communication could be possible if there exist a positive secrecy rate between the two ends in the transmissions. Base on the secrecy rate analysis, the maximum secrecy rate is the initial step toward a secure communication. In the cooperative system, the delivered signal could be transmitted via relays. Hence, the path from the source to the destination could be a huge combination. With the exhaustive method to find the optimal secrecy rate could be realized. Hence, in this work, the numerical experiment, the AF and DF mode cooperative mode is adopted. © 2023 IEEE.

关键词： Cryptography

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Designing Framework for Evaluating Community of Practice for Software engineering Project Management

Designing Framework for Evaluating Community of Practice for...

引用

2023 RIVF International Conference on Computing and Communication Technologies, RIVF 2023

作者： Shim, Charlie Y. Kim, Yeongkwun Kim, Injoo Kutztown University of Pennsylvania Dept. of Comp. Sci. & Info. Tech. KutztownPA United States School of Computer Science Western Illinois University MacombIL United States East-West University Dept. of Comp. & Info. Science ChicagoIL United States

In this paper, we identify major components assessed in the evaluation of the community of practice (CoP) formed for project management in software engineering classroom environment. Given the components, we also desi... 详细信息

ISBN: (纸本)9798350315844

关键词： Software engineering

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A Study of Learning Perception towards VR Technology

A Study of Learning Perception towards VR Technology

引用

2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023

作者： Lai, Ah-Fur Yang, Cheng-Ying Lai, Ying-An Chen, Jong-Shin University of Taipei Department of Computer Science Taipei Taiwan Chaoyang Uni. of Tech Dept. of Info. and Comm. Eng. Taichung Taiwan

ISBN: (纸本)9798350324174

VR can be used for creating situated learning environment, so most of research focused on applying VR on teaching and learning. Nevertheless, learning new info.mation technology, including VR, is the educational target in senior high school. To engage the learners in learning info.mation technology is an important educational task. Therefore, this study developed a systematic learning modular for VR technology based on learning by doing strategy, conducted a one-semester learning experiment in a senior high school, and investigated the learners' perception towards VR technology learning. The results revealed that the learners showed high motivation and perception towards VR technology learning. However, some of learning dilemmas should be reduced in the future. © 2023 IEEE.

关键词： computer aided instruction

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Exploration and Assessment of Critical Covariates of Breast Cancer Outcomes via Between-Group Test of Survival Rates at Sir Run Run Shaw Hospital 13

Exploration and Assessment of Critical Covariates of Breast ...

引用

13th International Conference on info.mation Technology in Medicine and Education, ITME 2023

作者： Zhao, Youbing Zhang, Lingli Wu, Jiajun Hu, Wenxian Dong, Feng Qin, Aihong Zeng, Hao Xie, Hao Ma, Tongqing Liu, Enjie Lin, Shengyou Jin, Zhefan School of Media Engineering Communication University of Zhejiang Hangzhou China School of Info. Science and Engineering Yanshan University Qinhuangdao China Sir Run Run Shaw Hospital Zhejiang University Division of Surgical Oncology Hangzhou China University of Strathclyde Dept. of Computer & Info. Sciences Glasgow United Kingdom School of Computer Science University of Bedfordshire Luton United Kingdom

ISBN: (纸本)9798350319156

Breast cancer, being the most pervasive malignancy globally, poses a substantial threat to the well-being of the female population. Given the pronounced heterogeneity in survival times among affected individuals, a comprehensive examination of the factors governing treatment outcomes becomes imperative. Leveraging a sizable dataset comprising 2,757 breast cancer patients from Sir Run Run Shaw Hospital, the current study endeavors to assess the foremost covariates influencing the survival outcomes in breast cancer through survival analysis. The analytical framework commences with the application of Kendall analysis to effectuate dimensionality reduction on the dataset. Subsequently, an overarching survival analysis encompassing the pertinent factors is carried out, followed by a series of individual factor-specific survival assessments. Lastly, the results are visualised and discussed. The primary objective of this study is to evaluate the crucial covariates by employing a between-group test of survival rates. © 2023 IEEE.

关键词： Hospitals

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College Exam Grader using LLM AI models

College Exam Grader using LLM AI models

引用

ACIS International Conference on Software engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD)

作者： Jung X. Lee Yeong-Tae Song Dept. of Computer & Info. Science Towson University Towson MD USA

ISBN: (数字)9798350391954

ISBN: (纸本)9798350391961

By far, the most effective knowledge assessment in college education is to give students exam and grade their answers then assess their level of understanding. However, exam grading can be time-consuming, tedious, cumbersome, and sometimes the grading results are not consistent with the rubric. Here, we propose an AI based exam grader that can not only ease educators’ burden but also produce accurate, consistent, and precise grading results. We have used GPT-3.5, GPT-4.0, and Gemini-pro, respectively, as our grading engine. To verify the correctness, precision, and accuracy of our proposed grader, the results were compared with the instructor’s grading result and also with human grader such as teaching assistants. In our experiment, GPT-4.0 showed the most reliable and consistent results.

关键词： Accuracy Education Reliability engineering Software reliability Artificial intelligence Engines Software engineering

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A Study on Situation Awareness Estimation for Network Security

A Study on Situation Awareness Estimation for Network Securi...

引用

2023 Congress in computer science, computer engineering, and Applied Computing, CSCE 2023

作者： Chen, Jong-Shin Yang, Cheng-Ying Yao, Jenq-Foung J.F. Hwang, Min-Shiang Chaoyang Uni. of Tech Dept. of Info. and Comm. Eng. Taichung Taiwan University of Taipei Dept. of Computer Science Taipei Taiwan Georgia College and State University Dept. of Computer Science Milledgeville United States Asia University Dept. of Cs and Ie Taichung Taiwan

ISBN: (纸本)9798350327595

In the networks, Situation Awareness (SA) is a new concerned issue for the security. Usually, SA implementation includes three stages. They are the knowledge of SA, the situation estimation of SA and the situation prediction of SA. Among these stages, the situation prediction is the most difficult and treasured. Prior predicting, the situation estimation has to be established first. The major concerns in this work are to propose the methods to establish the model to estimate SA, to apply Dempster-Shafer theory to estimate SA. Finally, based on the knowledge and databases from the experts and experiences, the performance evaluation is proposed. © 2023 IEEE.

关键词： Credibility Dempster-Shafer theory Situation Awareness situation estimation

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Secure Communication with Physical Layer Coding Scheme

Secure Communication with Physical Layer Coding Scheme

引用

2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023

作者： Chen, Jong-Shin Yang, Cheng-Ying Yao, Jenq-Foung J.F. Yen, Chin-En Hwang, Min-Shiang Chaoyang Uni. of Tech Dept. of Info. and Comm. Eng. Taichung Taiwan University of Taipei Department of Computer Science Taipei Taiwan Georgia College and State University Dept of Computer Science Milledgeville United States Chaoyang Uni. of Tech. Dept. of Early Childhood Development and Education Taiwan Asia University Dept. of C.S. and Info. Eng. Taichung Taiwan

ISBN: (纸本)9798350324174

For a secure communication, it enables the destination could successfully release the authentic info.mation from the sender. At the meantime, a secure system protects the transmitted info.mation from the eavesdroppers. Traditionally, the encryption, authorization and authentication schemes could be employed for protecting the eavesdroppers. However, the unexpected attacks have been continuously developed. It could not be avoided for the undesired attacks. According to Shannon's perfect communication, there exists an error-free cryptogram that could protect for the attacker. Hence, based on the secrecy rate, it is expected that the secure communication could be practical with physical-layer coding scheme. Besides, the coding scheme is not only to obtain a critical level of security, but also to achieve a lower decoding error. For a security concern, increasing the secrecy rate leads a higher level of security ability. However, it might suffer the system performance without bandwidth efficiency. Hence, the tradeoff between the security level and coding rate is important to lead a secure communication. © 2023 IEEE.

关键词： Secure communication

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A Bayesian Reinfo.cement Learning Method for Periodic Robotic Control Under Significant Uncertainty

A Bayesian Reinforcement Learning Method for Periodic Roboti...

引用

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

作者： Yuanyuan Jia Pedro Miguel Uriguen Eljuri Tadahiro Taniguchi Dept. of Info. Science and Engineering Ritsumeikan University Japan

This paper addresses the lack of research on periodic reinfo.cement learning for physical robot control by presenting a 3-phase periodic Bayesian reinfo.cement learning method for uncertain environments. Drawing on cognition theory, the proposed approach achieves effective convergence with fewer training episodes. The coach-based demonstration phase narrows the search space and establishes a foundation for a coarse-to-fine control strategy. The reconnaissance phase enhances adaptability by discovering a valuable global repre-sentation, and the operation phase produces accurate robotic control by applying the learned representation and periodically updating local info.mation. Comparative analysis with state-of-the-art methods validates the efficacy of our approach on exemplar control tasks in simulation and a biomedical project involving a simulated cranial window task.

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