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Gautam Srivastava

Gautam Srivastava

D-Index & Metrics

Computer Science

D-Index
68
Citations
20423
World Ranking
2067
National Ranking
78

Overview

Gautam Srivastava is affiliated with Brandon University in Canada and has made significant contributions primarily in the field of computer science. Their work spans over 1,000 publications, with a strong focus on artificial intelligence, computer networks and communications, information systems, computer vision and pattern recognition, as well as electrical and electronic engineering.

Their research addresses a variety of topics including blockchain technology applications and security, IoT and edge/fog computing, privacy-preserving technologies in data, network security and intrusion detection, anomaly detection techniques and applications, advanced malware detection techniques, and cryptography and data security.

Frequent coauthors collaborating with Srivastava include Jerry Chun-Wei Lin, Thippa Reddy Gadekallu, Usman Ahmed, Youcef Djenouri, and Asma Belhadi.

Srivastava's recent research publications illustrate a strong interest in federated learning, dimensionality reduction, and security in internet-connected devices, with selected papers as follows:

  • "A survey on security and privacy of federated learning," 2020, Future Generation Computer Systems
  • "Analysis of Dimensionality Reduction Techniques on Big Data," 2020, IEEE Access
  • "Federated-Learning-Based Anomaly Detection for IoT Security Attacks," 2021, IEEE Internet of Things Journal
  • "Applications of Wireless Sensor Networks and Internet of Things Frameworks in the Industry Revolution 4.0: A Systematic Literature Review," 2022, Sensors
  • "GPT (Generative Pre-Trained Transformer)- A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directions," 2024, IEEE Access

Their publications often appear in prominent journals, with the most frequent publication venues including:

  • IEEE Internet of Things Journal
  • Mobile Networks and Applications
  • IEEE Transactions on Computational Social Systems
  • IEEE Transactions on Intelligent Transportation Systems
  • IEEE Transactions on Consumer Electronics

Srivastava's multidisciplinary approach combines core computer science expertise with emerging technologies and application domains critical to modern computing ecosystems.

Best Publications

  • Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques

    Senthilkumar Mohan;Chandrasegar Thirumalai;Gautam Srivastava

  • A survey on security and privacy of federated learning

    Viraaji Mothukuri;Reza M. Parizi;Seyedamin Pouriyeh;Yan Huang

  • A Decentralized Privacy-Preserving Healthcare Blockchain for IoT

    Ashutosh Dhar Dwivedi;Ashutosh Dhar Dwivedi;Gautam Srivastava;Gautam Srivastava;Shalini Dhar;Rajani Singh;Rajani Singh

  • Analysis of Dimensionality Reduction Techniques on Big Data

    G. Thippa Reddy;M. Praveen Kumar Reddy;Kuruva Lakshmanna;Rajesh Kaluri

  • Federated Learning-based Anomaly Detection for IoT Security Attacks

    Viraaji Mothukuri;Prachi Khare;Reza M. Parizi;Seyedamin Pouriyeh

  • Hybrid genetic algorithm and a fuzzy logic classifier for heart disease diagnosis

    G. Thippa Reddy;M. Praveen Kumar Reddy;Kuruva Lakshmanna;Dharmendra Singh Rajput

  • PPSF: A Privacy-Preserving and Secure Framework Using Blockchain-Based Machine-Learning for IoT-Driven Smart Cities

    Prabhat Kumar;Randhir Kumar;Gautam Srivastava;Govind P. Gupta

  • Overview and methods of correlation filter algorithms in object tracking

    Shuai Liu;Dongye Liu;Gautam Srivastava;Gautam Srivastava;Dawid Połap

  • Deep neural networks to predict diabetic retinopathy

    Thippa Reddy Gadekallu;Neelu Khare;Sweta Bhattacharya;Saurabh Singh

  • A systematic literature review on machine learning applications for consumer sentiment analysis using online reviews

    Praphula Kumar Jain;Rajendra Pamula;Gautam Srivastava;Gautam Srivastava

  • Decentralized Authentication of Distributed Patients in Hospital Networks Using Blockchain

    Abbas Yazdinejad;Gautam Srivastava;Reza M. Parizi;Ali Dehghantanha

  • Blockchain and PUF-based Lightweight Authentication Protocol for Wireless Medical Sensor Networks

    Weizheng Wang;Chen Qiu;Zhimeng Yin;Gautam Srivastava

  • Security aspects of Internet of Things aided smart grids: A bibliometric survey

    Jacob Sakhnini;Hadis Karimipour;Ali Dehghantanha;Reza M. Parizi

  • Optimization of Big Data Scheduling in Social Networks

    Weina Fu;Shuai Liu;Gautam Srivastava

  • Service Offloading With Deep Q-Network for Digital Twinning-Empowered Internet of Vehicles in Edge Computing

    Xiaolong Xu;Bowen Shen;Sheng Ding;Gautam Srivastava

  • Enabling Drones in the Internet of Things With Decentralized Blockchain-Based Security

    Abbas Yazdinejad;Reza M. Parizi;Ali Dehghantanha;Hadis Karimipour

  • Robust Collaborative Filtering Recommendation With User-Item-Trust Records

    Fan Wang;Haibin Zhu;Gautam Srivastava;Shancang Li

  • B-Ride: Ride Sharing With Privacy-Preservation, Trust and Fair Payment Atop Public Blockchain

    Mohamed Baza;Noureddine Lasla;Mohamed M. E. A. Mahmoud;Gautam Srivastava

  • Internet of Things Based Blockchain for Temperature Monitoring and Counterfeit Pharmaceutical Prevention

    Rajani Singh;Rajani Singh;Ashutosh Dhar Dwivedi;Gautam Srivastava;Gautam Srivastava

  • SP2F: A secured privacy-preserving framework for smart agricultural Unmanned Aerial Vehicles

    Randhir Kumar;Prabhat Kumar;Rakesh Tripathi;Govind P. Gupta

  • Privacy-Preserving Multiobjective Sanitization Model in 6G IoT Environments

    Jerry Chun-Wei Lin;Gautam Srivastava;Yuyu Zhang;Youcef Djenouri

Frequent Co-Authors

Reza M. Parizi
Reza M. Parizi Kennesaw State University
Youcef Djenouri
Youcef Djenouri University of South-Eastern Norway
Ali Dehghantanha
Ali Dehghantanha University of Guelph
Alireza Jolfaei
Alireza Jolfaei Flinders University
Unil Yun
Unil Yun Sejong University
Fred Naider
Fred Naider City University of New York
Xuyun Zhang
Xuyun Zhang Macquarie University
Lianyong Qi
Lianyong Qi Qufu Normal University
Priyan Malarvizhi Kumar
Priyan Malarvizhi Kumar University of North Texas
Praveen Kumar Reddy Maddikunta
Praveen Kumar Reddy Maddikunta Vellore Institute of Technology University

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