Roopak Sinha - Publications, H-index & Citations

Roopak Sinha

Deakin University

18H指数

139论文数

1.3K被引数

收录论文 21

发表时间

IoTMindCare: An Integrative Reference Architecture for Safe and Personalized IoT-Based Depression Management IoTMindCare：一种用于安全且个性化的物联网基抑郁症管理的整合型参考架构

Sensors

IF3.5

2026-03-03

OAAI

Sanaz Zamani; Roopak Sinha; Samaneh Madanian; Minh Nguyen

Cross-Domain Evaluation of CNN-Based and Generative Adversarial Networks Models' Generalisability for (D)DoS Attack Detection in CPS and IoT 跨域评估卷积神经网络和生成对抗网络模型在CPS和物联网中针对(D)DoS攻击检测的泛化能力

NEURAL INFORMATION PROCESSING, ICONIP 2024, PT XVI

IF0

2026-01-01

PREAI

Ngo, Vicky; Yongchareon, Sira; Ruan, Ji; Mohaghegh, Mahsa; Sinha, Roopak

Securing educational LLMs: A generalised taxonomy of attacks on LLMs and DREAD risk assessment 保障教育领域LLMs：针对LLMs和DREAD风险评估的通用攻击分类法

High-Confidence Computing

IF3

2025-11-04

OAAI

Farzana Zahid; Anjalika Sewwandi; Lee Brandon; Vimal Kumar; Roopak Sinha

Wearable Technologies for Enhancing Human–Machine Interaction and Safety in Industry 5.0: A Review 用于增强工业5.0中的人机交互与安全性的可穿戴技术：综述

IEEE Sensors Journal

IF4.5

2025-08-08

PREAI

Jingcheng Xu; Kevin Lee; Imali Dias; Chathurika Ranaweera; Roopak Sinha

Light-weight slow-rate attack detection framework for resource-constrained Industrial Cyber-Physical Systems 轻量级慢速攻击检测框架，用于资源受限的工业信息物理系统

COMPUTERS & SECURITY

IF5.4

2025-06-12

OAAI

Zahid, Farzana; Kuo, Matthew M. Y.; Sinha, Roopak

An accuracy-privacy optimization framework considering user’s privacy requirements for data stream mining 一种考虑用户隐私需求的流数据挖掘准确性与隐私优化框架

Journal of Big Data

IF6.4

2025-06-04

OAAI

Waruni Hewage; R. Sinha; M. Asif Naeem

Dynamic Quantification With Constrained Error Under Unknown General Dataset Shift

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-07-01

PREAI

Denham, Benjamin; Lai, Edmund M-K; Sinha, Roopak; Naeem, M. Asif

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

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-07-01

PREAI

Zahid, Farzana; Kuo, Matthew M. Y.; Sinha, Roopak; Funchal, Gustavo; Pedrosa, Tiago; Leitao, Paulo

Building Maintainable Software Using Abstraction Layering

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

IF5.6

2022-11-01

PREAI

Spray, John; Sinha, Roopak; Sen, Arnab; Cheng, Xingbin

Hairlines removal and low contrast enhancement of melanoma skin images using convolutional neural network with aggregation of contextual information

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2022-07-01

PREAI

Kaur, Ranpreet; GholamHosseini, Hamid; Sinha, Roopak

Melanoma Classification Using a Novel Deep Convolutional Neural Network with Dermoscopic Images 使用具有皮肤镜图像的新型深度卷积神经网络对黑色素瘤进行分类

SENSORS

IF3.5

2022-02-02

OAAI

Kaur, Ranpreet; GholamHosseini, Hamid; Sinha, Roopak; Linden, Maria

Skin lesion segmentation using an improved framework of encoder-decoder based convolutional neural network

INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

IF2.5

2022-01-08

PREAI

Kaur, Ranpreet; GholamHosseini, Hamid; Sinha, Roopak

Practical and comprehensive formalisms for modelling contemporary graph query languages 用于对当代图查询语言进行建模的实用且全面的形式主义

enterprise information systems

IF3.4

2021-12-01

PREAI

Sharma, Chandan; Sinha, Roopak; Johnson, Kenneth

Mitigating severe over-parameterization in deep convolutional neural networks through forced feature abstraction and compression with an entropy-based heuristic

PATTERN RECOGNITION

IF7.6

2021-11-01

OAAI

Gowdra, Nidhi; Sinha, Roopak; MacDonell, Stephen; Yan, Wei Qi

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

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2021-06-01

PREAI

Tanveer, Awais; Sinha, Roopak; Kuo, Matthew M. Y.

A systematic mapping of semi-formal and formal methods in requirements engineering of industrial Cyber-Physical systems 工业网络物理系统需求工程中半形式化和形式化方法的系统映射

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2021-04-01

PREAI

Zahid, Farzana; Tanveer, Awais; Kuo, Matthew M. Y.; Sinha, Roopak

Finding faults: A scoping study of fault diagnostics for Industrial Cyber-Physical Systems

JOURNAL OF SYSTEMS AND SOFTWARE

IF4.1

2020-10-01

OAAI

Dowdeswell, Barry; Sinha, Roopak; MacDonell, Stephen G.

A systematic review of route optimisation and pre-emption methods for emergency vehicles

TRANSPORT REVIEWS

IF9.9

2019-07-30

PREAI

Humagain, Subash; Sinha, Roopak; Lai, Edmund; Ranjitkar, Prakash

A Survey of Static Formal Methods for Building Dependable Industrial Automation Systems

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2019-07-01

OAAI

Sinha, Roopak; Patil, Sandeep; Gomes, Luis; Vyatkin, Valeriy

Unified Functional Safety Assessment of Industrial Automation Systems

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2017-02-01

PREAI

Bhatti, Zeeshan E.; Roop, Partha S.; Sinha, Roopak

研究方向