Md Palash Uddin - Publications, H-index & Citations

Md Palash Uddin

Deakin University

22H指数

111论文数

2.2K被引数

收录论文 36

发表时间

Are LLM watermarks reliable in practice? A systematic review of evidence, robustness, threat models, and deployment assumptions 大型语言模型水印在实践中可靠吗？对证据、鲁棒性、威胁模型和部署假设的系统综述

Computer Science Review

IF12.7

2026-10-05

OAAI

Md Rashedul Islam; Md Palash Uddin; Yong Xiang

Communication-Efficient Federated Learning via Fractional-Order Gradient Descent With Adaptive Momentum Under Non-IID Data 分数阶梯度下降结合自适应动量下的非独立同分布数据通信高效联邦学习

IEEE Transactions on Emerging Topics in Computational Intelligence

IF6.5

2026-05-25

PREAI

Mahmudul Hasan; Yong Xiang; Md Palash Uddin; Jine Tang; John Yearwood; Longxiang Gao

Mitigating classification discrepancies in cesarean section using robust data balancing and domain-informed explanations 通过稳健的数据平衡和领域知情解释来减轻剖宫产分类中的差异

Biomedical Signal Processing and Control

IF4.9

2026-04-01

PREAI

Md. Rashedul Islam; Mahmudul Hasan; Priyanka Roy; Md. Palash Uddin; Petr Hajek; Mohammad Zoynul Abedin

UltraLightCPS: An Ultra-Lightweight Colon Polyp Segmentation model using an adaptive compressed multi-scale semantic fusion mechanism UltraLightCPS：一种采用自适应压缩多尺度语义融合机制的超级轻量级结肠息肉分割模型

Biomedical Signal Processing and Control

IF4.9

2026-03-21

OAAI

Abduz Zami; Shadman Sobhan; Mohiuddin Ahmed; Md Palash Uddin

A systematic literature review on federated cyber-attack detection for edge intelligence: Challenges, approaches, and future directions 关于联邦网络攻击检测在边缘智能领域的系统文献综述：挑战、方法和未来方向

Computer Science Review

IF12.7

2026-03-20

OAAI

Zeseya Sharmin; Md Palash Uddin; Yong Xiang; Feifei Chen

Policy Gradient-Based Reinforcement Weighted Aggregation for Efficient Federated Learning on Heterogeneous Data 基于策略梯度的强化加权聚合方法，用于高效处理异构数据上的联邦学习

AI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT II

IF0

2026-01-01

PREAI

Hasan, Mahmudul; Uddin, Md Palash; Xiang, Yong; Yearwood, John; Gao, Longxiang

MedPrompt: LLM–CNN Fusion with Weight Routing for Medical Image Segmentation and Classification MedPrompt: 基于权重路由的LLM–CNN融合方法用于医学图像分割和分类

Biomedical Signal Processing and Control

IF4.9

2025-11-20

PREAI

Shadman Sobhan; Kazi Abrar Mahmud; Abduz Zami; Mohiuddin Ahmed; Md Palash Uddin

Vulnerabilities in Machine Learning for cybersecurity: Current trends and future research directions 机器学习在网络安全中的漏洞：当前趋势和未来研究方向

Journal of Information Security and Applications

IF3.7

2025-11-12

OAAI

Shantanu Pal; Geeta Yadav; Zahra Jadidi; Ahsan Habib; Md. Palash Uddin; Chandan Karmakar; Sandeep Shukla

Federated Learning With Adaptive Regularization for Efficient Edge Data Corruption Detection in Edge Intelligence 边缘智能中用于高效边缘数据损坏检测的自适应正则化联邦学习

IEEE Transactions on Cloud Computing

IF5

2025-10-22

PREAI

Md Rashedul Islam; Md Palash Uddin; Yong Xiang; Kuo-Hui Yeh; Lu Liu; Jonathan Kua

Fast Convergent Federated Learning via Decaying SGD Updates

IEEE Transactions on Big Data

IF5.7

2025-10-06

PREAI

Md Palash Uddin; Yong Xiang; Mahmudul Hasan; Yao Zhao; Youyang Qu; Longxiang Gao

Enhancing brain tumor classification with a novel attention based explainable deep learning framework 基于新型注意力机制的可解释深度学习框架提升脑肿瘤分类

Biomedical Signal Processing and Control

IF4.9

2025-09-12

OAAI

Md Jahid Hasan; Mahmudul Hasan; Sumya Akter; Abu Bakar Siddique Mahi; Md Palash Uddin

Federated TSRN-Enabled GANs for Effective Cyber Attack Detection in Edge Computing 联邦TSRN赋能的生成对抗网络在边缘计算中实现高效网络攻击检测

IEEE Transactions on Network Science and Engineering

IF7.9

2025-06-03

PREAI

Zeseya Sharmin; Yong Xiang; Md Palash Uddin; Feifei Chen; Yushu Zhang; Jine Tang

Interpretable artificial intelligence (AI) for cervical cancer risk analysis leveraging stacking ensemble and expert knowledge 可解释人工智能(AI)在利用堆叠集成和专家知识进行宫颈癌风险评估中的应用

lancet digital health

IF3.3

2025-03-25

OAAI

Priyanka Roy; Mahmudul Hasan; Md Rashedul Islam; Md Palash Uddin

Inverse Gini indexed averaging: A multi-leveled ensemble approach for skin lesion classification using attention-integrated customized ResNet variants 逆基尼指数加权平均：一种用于皮肤病变分类的多层次集成方法，采用注意力整合的自定义ResNet变体

lancet digital health

IF3.3

2025-01-17

OAAI

Anwar Hossain Efat; SM Mahedy Hasan; Md Palash Uddin; Faysal Hossain Emon

Refining breast cancer classification: Customized attention integration approaches with dense and residual networks for enhanced detection 优化乳腺癌分类：基于密集网络和残差网络的定制化注意力集成方法以增强检测

lancet digital health

IF3.3

2025-01-06

OAAI

Mohammad Sakif Alam; Anwar Hossain Efat; SM Mahedy Hasan; Md Palash Uddin

Segmentation-based truncated-SVD for effective feature extraction in hyperspectral image classification 基于分割的截断SVD高光谱图像分类的有效特征提取

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2024-11-07

PREAI

Rahman, Md Moshiur; Islam, Md Rashedul; Ibn Afjal, Masud; Abu Marjan, Md; Uddin, Md Palash; Islam, Md Mominul

Winning at the Starting Line: Unreliable Data Replica Selection for Edge Data Integrity Verification

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2024-11-01

PREAI

Zhao, Yao; Qu, Youyang; Xiang, Yong; Chen, Feifei; Uddin, Md Palash; Gao, Longxiang

A Comprehensive Survey on Edge Data Integrity Verification: Fundamentals and Future Trends 边缘数据完整性验证的全面调查: 基本原理和未来趋势

ACM COMPUTING SURVEYS

IF28

2024-10-07

OAAI

Zhao, Yao; Qu, Youyang; Xiang, Yong; Uddin, Md palash; Peng, Dezhong; Gao, Longxiang

Power spectral density-based resting-state EEG classification of first-episode psychosis

SCIENTIFIC REPORTS

IF3.9

2024-07-02

OAAI

Redwan, Sadi Md.; Uddin, Md Palash; Ulhaq, Anwaar; Sharif, Muhammad Imran; Krishnamoorthy, Govind

Adaptive Regularization and Resilient Estimation in Federated Learning 联邦学习中的自适应正则化和弹性估计

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2024-07-01

PREAI

Uddin, Md Palash; Xiang, Yong; Zhao, Yao; Ali, Mumtaz; Zhang, Yushu; Gao, Longxiang