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Roopak Sinha

Professor of Software Engineering

Deakin University

Australia

Research Interests

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Roopak Sinha is an Associate Professor at Auckland University of Technology, New Zealand. His research interests focus on industrial cyber-physical systems, mental health monitoring using IoT, and explainable AI in healthcare technologies. His recent publications include work on attack detection frameworks, gamified systems for depression management, and wearable technologies for industry safety.

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Collaborators (16)

Dr Samaneh (Sam) Madanian

Associate Professor

University of Auckland

NEW ZEALAND

Roopak Sinha

Research Interests

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Articles (21)

A Multimodal AI–IoT Framework for Monitoring Student Well-Being in Hybrid and Transnational Learning Environments

Securing educational LLMs: A generalised taxonomy of attacks on LLMs and DREAD risk assessment

Wearable Technologies for Enhancing Human-Machine Interaction and Safety in Industry 5.0: A Review

A Gamified AI-Driven System for Depression Monitoring and Management

Enhancing Emotional Well-Being With IoT Data Solutions for Depression: A Systematic Review

Light-weight slow-rate attack detection framework for resource-constrained Industrial Cyber–Physical Systems

Integrating Environmental Data for Mental Health Monitoring: A Data-Driven IoT-Based Approach

Visualizing UNet Decisions: An Explainable AI Perspective for Brain MRI Segmentation

IoTMindCare: An Integrative Reference Architecture for Safe and Personalized IoT-Based Depression Management

Dynamic Quantification With Constrained Error Under Unknown General Dataset Shift

Actively Detecting Multiscale Flooding Attacks & Attack Volumes in Resource-Constrained ICPS

Healthcare in Asymmetrically Smart Future Environments: Applications, Challenges and Open Problems

A Step Toward Building User-Relevant Health Care Technology

Melanoma Classification Using a Novel Deep Convolutional Neural Network with Dermoscopic Images

Deep Multimodal Architecture for Detection of Long Parameter List and Switch Statements using DistilBERT

Building Maintainable Software Using Abstraction Layering

A systematic mapping of semi-formal and formal methods in requirements engineering of industrial Cyber-Physical systems

Practical and comprehensive formalisms for modelling contemporary graph query languages

Architecting an Agent-Based Fault Diagnosis Engine for IEC 61499 Industrial Cyber-Physical Systems

ROP Defense Using Trie Graph for System Security

Secure Links: Secure-by-Design Communications in IEC 61499 Industrial Control Applications

Collaborators (16)

Dr Samaneh (Sam) Madanian

Hakilo Sabit

Hamid GholamHosseini

Kenneth Johnson

Maria Lindén

Matthew M. Y. Kuo

Tiago Pedrosa

Edmund M-K Lai

Kevin Lee

Paulo Leitão

Minh Nguyen

Vimal Kumar

Ali GhaffarianHoseini

Awais Tanveer

Dr.Ranpreet Kaur

Barry Dowdeswell

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