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631 results on '"Gupta, Brij B."'

1. Analysis of Stress, Attention, Interest, and Engagement in Onsite and Online Higher Education: A Neurotechnological Study

Author

Juárez-Varón, David, Bellido-García, Isabel, and Gupta, Brij-B

Abstract

The aim of this work is to register and analyse, using neurotechnology, in onsite onsite and online university educational context, the effect on relevant variables in the learning process. This represents an innovation in the current academic literature in this field. In this study, neuroscience technology has been used to measure the cognitive processing of stimuli designed for an academic experience in a university master's degree class. The neurotechnologies employed were galvanic skin response (GSR), electroencephalography (EEG) and eye tracking. After the analysis of the brain recordings, based on attention, interest, stress and engagement in an onsite educational context and their comparative analysis with the online monitoring, the results indicated that the levels of emotional intensity of the students who followed the class in person were higher than those who attended online. At the same time, the values of positive brain activity (attention, interest and engagement) were higher in the onsite group, and the negative variable stress was also higher, which could be explained by the fact that the online students did not activate the camera. The brain recordings of students who were distance learning show less interest and attention, as well as less emotional intensity, demonstrating that distance (online) learning is less effective than classroom learning, in terms of brain signals, for a theoretical university master's degree class.

Published
2023

8. FuzzyBack—A Hybrid Neuro-Fuzzy Ensemble for Concept Drift Adaptation in Stream Mining Using Neural Network

Author

Sarin, Saket, Singh, Sunil K., Kumar, Sudhakar, Chauhan, Utkarsh, Goyal, Shivam, Singh, Tushar, Priyanshu, Gupta, Brij B., Colace, Francesco, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Pant, Millie, editor, Deep, Kusum, editor, and Nagar, Atulya, editor

Published
2024
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9. OPTUNA—Driven Soft Computing Approach for Early Diagnosis of Diabetes Mellitus Using ANN

Author

Vats, Tarun, Singh, Sunil K., Kumar, Sudhakar, Preet, Mehak, Sharma, Aishita, Goyal, Shivam, Priyanshu, Gupta, Brij B., Chaurasia, Priyanka, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Pant, Millie, editor, Deep, Kusum, editor, and Nagar, Atulya, editor

Published
2024
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10. Deep Learning Based Model for Stress Measurement in Online Social Networks

Author

Gaurav, Akshat, Gupta, Brij B., Chui, Kwok Tai, Arya, Varsha, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Hà, Minh Hoàng, editor, Zhu, Xingquan, editor, and Thai, My T., editor

Published
2024
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11. Optimized Edge-cCCN Based Model for the Detection of DDoS Attack in IoT Environment

Author

Gupta, Brij B., Gaurav, Akshat, Chui, Kwok Tai, Arya, Varsha, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Feng, Jun, editor, Jiang, Frank, editor, Luo, Min, editor, and Zhang, Liang-Jie, editor

Published
2024
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20. Securing Digital Ecosystems

Author

Casillo, Mario, primary, Colace, Francesco, additional, Gupta, Brij B., additional, Marongiu, Francesco, additional, and Santaniello, Domenico, additional

Published
2023
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29. PWG-IDS: An Intrusion Detection Model for Solving Class Imbalance in IIoT Networks Using Generative Adversarial Networks

Author

Zhang, Lei, Jiang, Shuaimin, Shen, Xiajiong, Gupta, Brij B., and Tian, Zhihong

Subjects
Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence
Abstract

With the continuous development of industrial IoT (IIoT) technology, network security is becoming more and more important. And intrusion detection is an important part of its security. However, since the amount of attack traffic is very small compared to normal traffic, this imbalance makes intrusion detection in it very difficult. To address this imbalance, an intrusion detection system called pretraining Wasserstein generative adversarial network intrusion detection system (PWG-IDS) is proposed in this paper. This system is divided into two main modules: 1) In this module, we introduce the pretraining mechanism in the Wasserstein generative adversarial network with gradient penalty (WGAN-GP) for the first time, firstly using the normal network traffic to train the WGAN-GP, and then inputting the imbalance data into the pre-trained WGAN-GP to retrain and generate the final required data. 2) Intrusion detection module: We use LightGBM as the classification algorithm to detect attack traffic in IIoT networks. The experimental results show that our proposed PWG-IDS outperforms other models, with F1-scores of 99% and 89% on the 2 datasets, respectively. And the pretraining mechanism we proposed can also be widely used in other GANs, providing a new way of thinking for the training of GANs.

Published
2021

37. Detection of Malicious Node in VANETs Using Digital Twin

Author

Arya, Varsha, Gaurav, Akshat, Gupta, Brij B., Hsu, Ching-Hsien, Baghban, Hojjat, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Hsu, Ching-Hsien, editor, Xu, Mengwei, editor, Cao, Hung, editor, Baghban, Hojjat, editor, and Shawkat Ali, A. B. M., editor

Published
2023
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38. A Novel Approach of Securing Medical Cyber Physical Systems (MCPS) from DDoS Attacks

Author

Gupta, Brij. B., Chui, Kwok Tai, Arya, Varsha, Gaurav, Akshat, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Hsu, Ching-Hsien, editor, Xu, Mengwei, editor, Cao, Hung, editor, Baghban, Hojjat, editor, and Shawkat Ali, A. B. M., editor

Published
2023
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39. Analysis of N-Way K-Shot Malware Detection Using Few-Shot Learning

Author

Chui, Kwok Tai, Gupta, Brij B., Lee, Lap-Kei, Torres-Ruiz, Miguel, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Nedjah, Nadia, editor, Martínez Pérez, Gregorio, editor, and Gupta, B. B., editor

Published
2023
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40. Convolutional Neural Network and Deep One-Class Support Vector Machine with Imbalanced Dataset for Anomaly Network Traffic Detection

Author

Chui, Kwok Tai, Gupta, Brij B., Chi, Hao Ran, Zhao, Mingbo, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Nedjah, Nadia, editor, Martínez Pérez, Gregorio, editor, and Gupta, B. B., editor

Published
2023
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41. IoT Data Validation Using Blockchain and Dedicated Cloud Platforms

Author

Carratù, Marco, Colace, Francesco, Gupta, Brij B., Marongiu, Francesco, Pietrosanto, Antonio, Santaniello, Domenico, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Nedjah, Nadia, editor, Martínez Pérez, Gregorio, editor, and Gupta, B. B., editor

Published
2023
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42. Multi-dimensional Hybrid Bayesian Belief Network Based Approach for APT Malware Detection in Various Systems

Author

Sharma, Amit, Gupta, Brij B., Singh, Awadhesh Kumar, Saraswat, V. K., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Nedjah, Nadia, editor, Martínez Pérez, Gregorio, editor, and Gupta, B. B., editor

Published
2023
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