Madhuri Siddula

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 15

Top Topics

Machine Learning

Feature Selection

Online Social Networks

Privacy Preserving

Top Venues

SmartWorld/SCALCOM/UIC/ATC/IOP/SCI

IEEE Internet Things J.

Publications

Dongxiao Yu, Jian Ren, Qing Yang, Sasu Tarkoma, Madhuri Siddula, Falko Dressler
Guest Editorial Special Issue on When Blockchain Meets 5G/6G - Enabling Endogenously Secure IoT. IEEE Internet Things J. 10 (14) (2023)
Rawshan Ara Mowri, Madhuri Siddula, Kaushik Roy
Is iterative feature selection technique efficient enough? A comparative performance analysis of RFECV feature selection technique in ransomware classification using SHAP. Discov. Internet Things 3 (1) (2023)
Karen Schnell, Kaushik Roy, Madhuri Siddula
A Descriptive Study of Webpage Designs for Posting Privacy Policies for Different-Sized US Hospitals to Create an Assessment Framework. Future Internet 15 (3) (2023)
Rawshan Ara Mowri, Madhuri Siddula, Kaushik Roy
A Comparative Performance Analysis of Explainable Machine Learning Models With And Without RFECV Feature Selection Technique Towards Ransomware Classification. CoRR (2022)
Rawshan Ara Mowri, Madhuri Siddula, Kaushik Roy
Interpretable Machine Learning for Detection and Classification of Ransomware Families Based on API Calls. CoRR (2022)
Chuanxiu Chi, Yingjie Wang, Xiangrong Tong, Madhuri Siddula, Zhipeng Cai
Game Theory in Internet of Things: A Survey. IEEE Internet Things J. 9 (14) (2022)
Jishen Yang, Yan Huang, Madhuri Siddula, Zhipeng Cai
Noise Generation GAN Based Identity Privacy Protection for Smart City. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI (2021)
Zhipeng Liu, Niraj Thapa, Addison Shaver, Kaushik Roy, Madhuri Siddula, Xiaohong Yuan, Anna Yu
Using Embedded Feature Selection and CNN for Classification on CCD-INID-V1 - A New IoT Dataset. Sensors 21 (14) (2021)
Venkata Malladi, Yi Joy Li, Madhuri Siddula, Daehee Seoand, Yan Huang
Decentralized Aggregation Design and Study of Federated Learning. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI (2021)
Madhuri Siddula, Yingshu Li, Xiuzhen Cheng, Zhi Tian, Zhipeng Cai
Privacy-Enhancing Preferential LBS Query for Mobile Social Network Users. Wirel. Commun. Mob. Comput. 2020 (2020)
Madhuri Siddula, Yingshu Li, Xiuzhen Cheng, Zhi Tian, Zhipeng Cai
Anonymization in Online Social Networks Based on Enhanced Equi-Cardinal Clustering. IEEE Trans. Comput. Soc. Syst. 6 (4) (2019)
Ji Li, Madhuri Siddula, Xiuzhen Cheng, Wei Cheng, Zhi Tian, Yingshu Li
Sampling Based \delta δ -Approximate Data Aggregation in Sensor Equipped IoT Networks. WASA (2018)
Madhuri Siddula, Zhipeng Cai, Dongjing Miao
Privacy Preserving Online Social Networks using Enhanced Equicardinal Clustering. IPCCC (2018)
Gesu Li, Zhipeng Cai, Guisheng Yin, Zaobo He, Madhuri Siddula
Differentially Private Recommendation System Based on Community Detection in Social Network Applications. Secur. Commun. Networks 2018 (2018)
Madhuri Siddula, Lijie Li, Yingshu Li
An Empirical Study on the Privacy Preservation of Online Social Networks. IEEE Access 6 (2018)
Madhuri Siddula, Somitra Sanadhya, A. Venkata Subramanyam
Cryptanalysis of a Digital Watermarking Scheme Based on Support Vector Regression. SMC (2013)