Cryptanalysis of a Digital Watermarking Scheme Based on Support Vector Regression. - Madhuri Siddula; Somitra Sanadhya; A. Venkata Subramanyam (SMC, 2013)

Privacy Preserving Online Social Networks using Enhanced Equicardinal Clustering. - Madhuri Siddula; Zhipeng Cai 001; Dongjing Miao (IPCCC, 2018)

Sampling Based delta δ -Approximate Data Aggregation in Sensor Equipped IoT Networks. - Ji Li 007; Madhuri Siddula; Xiuzhen Cheng 001; Wei Cheng 001; Zhi Tian; Yingshu Li (WASA, 2018)

An Empirical Study on the Privacy Preservation of Online Social Networks. - Madhuri Siddula; Lijie Li; Yingshu Li (IEEE Access, 2018)

Differentially Private Recommendation System Based on Community Detection in Social Network Applications. - Gesu Li; Zhipeng Cai 001; Guisheng Yin; Zaobo He; Madhuri Siddula (Secur. Commun. Networks, 2018)

Anonymization in Online Social Networks Based on Enhanced Equi-Cardinal Clustering. - Madhuri Siddula; Yingshu Li; Xiuzhen Cheng 001; Zhi Tian; Zhipeng Cai 001 (IEEE Trans. Comput. Soc. Syst., 2019)

Privacy-Enhancing Preferential LBS Query for Mobile Social Network Users. - Madhuri Siddula; Yingshu Li; Xiuzhen Cheng 001; Zhi Tian; Zhipeng Cai 001 (Wirel. Commun. Mob. Comput., 2020)

Decentralized Aggregation Design and Study of Federated Learning. - Venkata Malladi; Yi Joy Li; Madhuri Siddula; Dae-Hee Seo; Yan Huang 032 (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI, 2021)

Noise Generation GAN Based Identity Privacy Protection for Smart City. - Jishen Yang; Yan Huang 032; Madhuri Siddula; Zhipeng Cai 001 (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI, 2021)

Using Embedded Feature Selection and CNN for Classification on CCD-INID-V1 - A New IoT Dataset. - Zhipeng Liu; Niraj Thapa; Addison Shaver; Kaushik Roy 003; Madhuri Siddula; Xiaohong Yuan; Anna Yu (Sensors, 2021)

Interpretable Machine Learning for Detection and Classification of Ransomware Families Based on API Calls. - Rawshan Ara Mowri; Madhuri Siddula; Kaushik Roy 003 (CoRR, 2022)

A Comparative Performance Analysis of Explainable Machine Learning Models With And Without RFECV Feature Selection Technique Towards Ransomware Classification. - Rawshan Ara Mowri; Madhuri Siddula; Kaushik Roy 003 (CoRR, 2022)

Game Theory in Internet of Things: A Survey. - Chuanxiu Chi; Yingjie Wang 002; Xiangrong Tong; Madhuri Siddula; Zhipeng Cai 001 (IEEE Internet Things J., 2022)

A Descriptive Study of Webpage Designs for Posting Privacy Policies for Different-Sized US Hospitals to Create an Assessment Framework. - Karen Schnell; Kaushik Roy 003; Madhuri Siddula (Future Internet, 2023)

Guest Editorial Special Issue on When Blockchain Meets 5G/6G - Enabling Endogenously Secure IoT. - Dongxiao Yu; Jian Ren; Qing Yang; Sasu Tarkoma; Madhuri Siddula; Falko Dressler (IEEE Internet Things J., 2023)

Is iterative feature selection technique efficient enough? A comparative performance analysis of RFECV feature selection technique in ransomware classification using SHAP. - Rawshan Ara Mowri; Madhuri Siddula; Kaushik Roy 003 (Discov. Internet Things, 2023)

Enhancing Federated Learning for Confidential Sensor Data Aggregation in IoMT Environments. - Dagmawit Tadesse Aga; Madhuri Siddula (IEEE Big Data, 2024)

Interpretable Deep Learning Model for Multiclass Brain Tumor Classification. - Raihana Tasnim; Kaushik Roy; Madhuri Siddula (ICMLA, 2024)

Exploring secure and private data aggregation techniques for the internet of things: a comprehensive review. - Dagmawit Tadesse Aga; Rakesh Chintanippu; Rawshan Ara Mowri; Madhuri Siddula (Discov. Internet Things, 2024)

A Context-Aware Mental Health LLM Chatbot with Enhanced Security. - Raihana Tasnim; Madhuri Siddula; Akshita Maradapu Vera Venkata Sai (WASA (1), 2025)