Research output per year
Research output per year
DR
Dr. Ifeoluwapo Aribilola is a Data2Sustain Postdoctoral Researcher at the Insight Research Center, Data Science Institute and the School of Computer Science, University of Galway, Ireland. This is an EDIH award, supported by Enterprise Ireland and funded by the European Union.She received her Ph.D. degree in Engineering from the Technological University of the Shannon: Midlands Midwest, Athlone campus, Ireland, under the Presidential Doctoral Scheme (PDS) of the Technological University of the Shannon: Midlands Athlone, Ireland. The primary goal of her doctoral research titled Threat Modelling for Privacy-Protected Surveillance Videos using Machine Learning was to develop advanced technical solutions to prevent numerous attacks on ROI-encrypted surveillance videos, including mitigation of video replay attack, detection and classification of pixel tampering on these ROI-encrypted video frame before decryption. This interdisciplinary work encompasses computer vision, Deep Learning, the Internet of Multimedia Things (IoMT), threat-modelling, cryptanalysis and cryptography.She has over seven years of working experience as a software engineer in the industry with different IT companies where she has used different programming languages like Python, Java, .NET, JavaScript etc to develop different applications such as banking applications, automated console app for engaging platforms, loan recovery and monitoring system etc. Her research interests include and are not limited to deep learning, computer vision, visual privacy, threat modelling, cryptology, and cybersecurity.She has published several articles in ISI-indexed journals and Irish conference proceeding.
Artificial Intelligence:Natural Language Processing, Neural Networks,Computer Vision:Visual Data Processing, Object Detection, Motion Detection, Instance Segmentation, Video Quality Analytics, Feature extraction.Cybersecurity:Visual and Data Privacy, Cryptology, Cryptanalysis, Threat Modeling, Forensic detection and Analysis, Blockchain, Tokenization,General Data Protection Regulation (GDPR), and Quantum Computing (Post-Quantum Cryptography).Data Science:Entity Matching, Large Language Models (LLM) and Knowledge Graphs.Devices: Internet of Things (IoT), Arduino, Raspberry Pi, Intel NUC.
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Ph.D., M.Sc., B.Tech.
Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
Asghar, M. (Creator) & Aribilola, I. (Creator), Github, 2023
https://github.com/Ifeoluwapoo/video-datasets
Dataset