Priyanka Verma

Publications

  • Priyanka Verma, Nitesh Bharot, John Breslin, Donna O’Shea, Anand Mishra, Ankit Vidyarthi, Deepak Gupta “Leveraging Transfer Learning Domain Adaptation Model with Federated Learning to Revolutionize Healthcare”, Expert systems, Wiley 2024. [bib | DOI | .pdf]

  • Priyanka Verma, John G. Breslin, and Donna O’Shea. “PerCFed: An Effective Personalized Clustered Federated Learning Mechanism to Handle non-IID Challenges for Industry 4.0”, IEEE 12th International Conference on Cloud Networking (CloudNet), Hoboken, NJ, USA, 2023. [bib | DOI | .pdf]

  • Nitesh Bharot, Priyanka Verma, Mirco Soderi, and John G. Breslin. “DQ-DeepLearn: Data Quality Driven Deep Learning Approach for Enhanced Predictive Maintenance in Smart Manufacturing” Procedia Computer Science 232 (2024). [bib | DOI | .pdf]

  • Nitesh Bharot, Nisha Ghangare, and Priyanka Verma. “Optimizing Transfer Efficiency in Multi-Cloud Storage Systems with Edge and Fog Computing.” In 2023 IEEE 2nd Industrial Electronics Society Annual On-Line Conference (ONCON), IEEE, 2024. [bib | DOI | .pdf]

  • Priyanka Verma, Nitesh Bharot, John G. Breslin, Donna O’Shea, Ankit Vidyarthi, Deepak Gupta, “Zero-Day Guardian: A Dual Model enabled Federated Learning Framework for Handling Zero-day Attacks in 5G Enabled IIoT”, IEEE Transactions on Consumer Electronics, 2023. [bib | DOI | .pdf]

  • Priyanka Verma, John G. Breslin, Donna O’Shea, Nakul Mehta, Nitesh Bharot, and Ankit Vidyarthi, “Leveraging Gametic Heredity in Oversampling Techniques to Handle Class Imbalance for Efficient Cyberthreat Detection in IIoT”, IEEE Transactions on Consumer Electronics, 2023. [bib | DOI | .pdf]

  • Priyanka Verma, A. Rama Krishna Kowsik, R.K. Pateriya, Nitesh Bharot, Ankit Vidyarthi and Deepak Gupta, “A Stacked Ensemble Approach to Generalize the Classifier Prediction for the Detection of DDoS Attack in Cloud Network”, Mobile Networks and Applications, Springer, 2023. [bib | DOI]

  • Jefkine Kafunah, Priyanka Verma, Muhammad Intizar Ali, John G Breslin, “Out-of Distribution Data Generation for Fault Detection and Diagnosis in Industrial Systems”, IEEE Access, 2023. [bib | DOI | .pdf]

  • Priyanka Verma, Miguel Ponce de Leon, John G. Breslin, and Donna O’Shea. “FedTIU: Securing Virtualized PLCs Against DDoS Attacks Using a Federated Learning Enabled Threat”, In 2023 IEEE International Conference on Smart Computing (SMARTCOMP), pp. 233-236. IEEE, 2023. [bib | DOI | .pdf]

  • Nitesh Bharot, Mirco Soderi, Priyanka Verma, and John G. Breslin. “Improving Product Quality Control in Smart Manufacturing through Transfer Learning-Based Fault Detection” In 2023 IEEE International Conference on Smart Computing (SMARTCOMP), IEEE, 2023. [bib | DOI | .pdf]

  • Priyanka Verma, John G. Breslin, Donna O’Shea, “FLDID: Federated Learning Enabled Deep Intrusion Detection in Smart Manufacturing Industries”, Sensors, MDPI, 2022. [bib | DOI | .pdf]

  • Priyanka Verma, Nitesh Bharot, “A Review on Security Trends and Solutions Against Cyber Threats in Industry 4.0.” In 2023 Third International Conference on Secure Cyber Computing and Communication (ICSCCC). IEEE, 2023. [bib | DOI]

  • Rajesh Kumar Pateriya, Priyanka Verma, and Dharam Singh. “MAD-SE: Adaptive Threshold-based Stack Ensemble Approach for the Detection of DDOS Attack in Cloud” Suranaree Journal of Science & Technology 29(5) (2022). [bib | .pdf]

  • Omkar Shende, R. K. Pateriya, Priyanka Verma, “A N-binary classification and grouping based approach to improve the performance of anomaly detection”, Arabian Journal of Science and Engineering, Springer,  2022. [bib | DOI]

  • Rajeev Kumar Gupta, Pranav Gautam, Rajesh Kumar Pateriya, Priyanka Verma, Yatendra Sahu, “COVID-19 Lesion Segmentation and Classification of Lung CTs Using GMM-Based Hidden Markov Random Field and ResNet 18”, International Journal of Fuzzy System Applications , 2022. [bib | DOI]

  • R.K. Pareriya, Priyanka Verma, Pathan Suhana, “An Ensemble XGBoost Approach for the Detection of Cyberattacks in the Industrial IOT Domain, Big data analytics in Fog-enabled IoT Networks: towards a privacy and Security perspective approach, CRC Press, Taylor & Francis, 2022. [bib | DOI]

  • Priyanka Verma, John G. Breslin, Donna O’Shea, and R. K. Pateriya. “A Stacked Ensemble Method with Adaptive Attribute Selection to Detect DDoS Attack in Cloud-Assisted WBAN.” In Proceedings of 4th International Conference, MIND 2022,Cham: Springer Nature Switzerland. [bib | DOI | .pdf]

  • Priyanka Verma, Shashikala Tapaswi, W. Wilfred Godfrey, “A service governance and isolation based approach to mitigate internal collateral damages in cloud caused by DDoS attack”, Wireless Networks, Springer, 2021. [bib | DOI]

  • Priyanka Verma, Shashikala Tapaswi, W. Wilfred Godfrey, “A request aware module using CS-IDR to reduce VM level collateral damages caused by DDoS attack in cloud environment” Cluster Computing, Springer, 2021. [bib | DOI]

  • Priyanka Verma, Shashikala Tapaswi, W. Wilfred Godfrey, “An impact Analysis and Detection of HTTP Flooding Attack in Cloud using Bio-inspired Clustering Approach” International Journal of Swarm Intelligence Research, IGI-Global, 2021. [bib | DOI]

  • A. Rama Krishna Kowsik, R. K. Pateriya, Priyanka Verma, “A deep learning based hybrid approach for DDoS detection in cloud computing environment”, In 2021 IEEE 4th International Conference on Computing, Power and Communication Technologies (GUCON), IEEE, 2021 [bib | DOI]

  • Priyanka Verma, Shashikala Tapaswi, W. Wilfred Godfrey, “AVDR: A Framework for Migration Policy to Handle DDoS Attacked VM in Cloud” Wireless Personal Communication, Springer, 2020. [bib | DOI]  

  • Priyanka Verma, Shashikala Tapaswi, W. Wilfred Godfrey, “An Adaptive Threshold Based Attribute Selection to Classify Requests Under DDoS Attack in Cloud-Based Systems” Arabian Journal of Science and Engineering, 2020. [bib | DOI]

  • Nitesh Bharot, Priyanka Verma, Sangeeta Sharma, Veenadhari Suraparaju,“Distributed Denial-of-Service Attack Detection and Mitigation Using Feature Selection and Intensive Care Request Processing Unit” Arabian Journal for Science and Engineering, Springer, 2018. [bib | DOI]

  • Nitesh Bharot, Veenadhari Suraparaju, Sanjeev Gupta, Priyanka Verma, “Mitigating distributed denial of service attack in cloud computing environment using threshold based technique”, Indian Journal of Science and Technology, 2016. [bib | DOI | .pdf]

  • Priyanka Verma, Shashikala Tapaswi, W. Wilfred Godfrey, “Agent-Based Wormhole Attack Detection and Prevention Algorithm in the Cloud Network Using MapReduce Technique”, In Progress in Advanced Computing and Intelligent Engineering, Springer, Singapore, 2018. [bib | DOI]

  • Priyanka Verma, Sumit Dhariwal, Harshvardhan Tiwari, “WIDPS: Wormhole Attack Intrusion Detection and Prevention Security Scheme in MANET”, International Journal of Computer Application, 2014. [bib | DOI | .pdf]