Madhuri Siddula

25 papers B 2C 2Journal 16Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Dual-Layer Intrusion Detection for EVSE Networks: A TinyML-Driven Security Framework. CCNC Gowtham Raj Rachakonda, Madhuri Siddula, Om Prakash Yadav, Olusola Tolulope Odeyomi, Xiaohong Yuan
2025	—	`conf`	A Context-Aware Mental Health LLM Chatbot with Enhanced Security. WASA (1) Raihana Tasnim, Madhuri Siddula, Akshita Maradapu Vera Venkata Sai
2025	J	`jnl`	Detection of Cyberbullying in GIF using AI. CoRR Pal Dave, Xiaohong Yuan, Madhuri Siddula, Kaushik Roy
2025	J	`jnl`	FedViTBloc: Secure and privacy-enhanced medical image analysis with federated vision transformer and blockchain. High Confid. Comput. Gabriel Chukwunonso Amaizu, Akshita Maradapu Vera Venkata Sai, Sanjay Bhardwaj, Dong-Seong Kim, Madhuri Siddula, Yingshu Li
2024	J	`jnl`	A comprehensive study on IoT privacy and security challenges with focus on spectrum sharing in Next-Generation networks (5G/6G/beyond). High Confid. Comput. Lakshmi Priya Rachakonda, Madhuri Siddula, Vanlin Sathya
2024	B	`conf`	Enhancing Federated Learning for Confidential Sensor Data Aggregation in IoMT Environments. IEEE Big Data Dagmawit Tadesse Aga, Madhuri Siddula
2024	J	`jnl`	Exploring secure and private data aggregation techniques for the internet of things: a comprehensive review. Discov. Internet Things Dagmawit Tadesse Aga, Rakesh Chintanippu, Rawshan Ara Mowri, Madhuri Siddula
2024	C	`conf`	Interpretable Deep Learning Model for Multiclass Brain Tumor Classification. ICMLA Raihana Tasnim, Kaushik Roy, Madhuri Siddula
2023	J	`jnl`	A Descriptive Study of Webpage Designs for Posting Privacy Policies for Different-Sized US Hospitals to Create an Assessment Framework. Future Internet Karen Schnell, Kaushik Roy, Madhuri Siddula
2023	J	`jnl`	Guest Editorial Special Issue on When Blockchain Meets 5G/6G - Enabling Endogenously Secure IoT. IEEE Internet Things J. Dongxiao Yu, Jian Ren, Qing Yang, Sasu Tarkoma, Madhuri Siddula, Falko Dressler
2023	J	`jnl`	Is iterative feature selection technique efficient enough? A comparative performance analysis of RFECV feature selection technique in ransomware classification using SHAP. Discov. Internet Things Rawshan Ara Mowri, Madhuri Siddula, Kaushik Roy
2022	J	`jnl`	A Comparative Performance Analysis of Explainable Machine Learning Models With And Without RFECV Feature Selection Technique Towards Ransomware Classification. CoRR Rawshan Ara Mowri, Madhuri Siddula, Kaushik Roy
2022	J	`jnl`	A survey on blockchain systems: Attacks, defenses, and privacy preservation. High Confid. Comput. Yourong Chen, Hao Chen, Yang Zhang, Meng Han, Madhuri Siddula, Zhipeng Cai
2022	J	`jnl`	Game Theory in Internet of Things: A Survey. IEEE Internet Things J. Chuanxiu Chi, Yingjie Wang, Xiangrong Tong, Madhuri Siddula, Zhipeng Cai
2022	J	`jnl`	Interpretable Machine Learning for Detection and Classification of Ransomware Families Based on API Calls. CoRR Rawshan Ara Mowri, Madhuri Siddula, Kaushik Roy
2021	—	`conf`	Decentralized Aggregation Design and Study of Federated Learning. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI Venkata Malladi, Yi Joy Li, Madhuri Siddula, Dae-Hee Seo, Yan Huang
2021	—	`conf`	Noise Generation GAN Based Identity Privacy Protection for Smart City. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI Jishen Yang, Yan Huang, Madhuri Siddula, Zhipeng Cai
2021	J	`jnl`	Using Embedded Feature Selection and CNN for Classification on CCD-INID-V1 - A New IoT Dataset. Sensors Zhipeng Liu, Niraj Thapa, Addison Shaver, Kaushik Roy, Madhuri Siddula, Xiaohong Yuan, Anna Yu
2020	J	`jnl`	Privacy-Enhancing Preferential LBS Query for Mobile Social Network Users. Wirel. Commun. Mob. Comput. Madhuri Siddula, Yingshu Li, Xiuzhen Cheng, Zhi Tian, Zhipeng Cai
2019	J	`jnl`	Anonymization in Online Social Networks Based on Enhanced Equi-Cardinal Clustering. IEEE Trans. Comput. Soc. Syst. Madhuri Siddula, Yingshu Li, Xiuzhen Cheng, Zhi Tian, Zhipeng Cai
2018	J	`jnl`	An Empirical Study on the Privacy Preservation of Online Social Networks. IEEE Access Madhuri Siddula, Lijie Li, Yingshu Li
2018	J	`jnl`	Differentially Private Recommendation System Based on Community Detection in Social Network Applications. Secur. Commun. Networks Gesu Li, Zhipeng Cai, Guisheng Yin, Zaobo He, Madhuri Siddula
2018	C	`conf`	Privacy Preserving Online Social Networks using Enhanced Equicardinal Clustering. IPCCC Madhuri Siddula, Zhipeng Cai, Dongjing Miao
2018	—	`conf`	Sampling Based \delta δ -Approximate Data Aggregation in Sensor Equipped IoT Networks. WASA Ji Li, Madhuri Siddula, Xiuzhen Cheng, Wei Cheng, Zhi Tian, Yingshu Li
2013	B	`conf`	Cryptanalysis of a Digital Watermarking Scheme Based on Support Vector Regression. SMC Madhuri Siddula, Somitra Sanadhya, A. Venkata Subramanyam