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Madhuri Siddula

Privacy-Preserving Machine Learning Large Language Models (LLMs) Internet Of Things (IoT) Privacy Smart Health Technologies Machine Learning For Aerospace Interiors
North Carolina Agricultural and Technical State University Department of Computer Science

About

Madhuri Siddula is an Assistant Professor in the Department of Computer Science at North Carolina A&T State University. Dr. Siddula obtained her doctorate from the Department of Computer Science at Georgia State University in 2020. Her Ph.D. thesis focuses on privacy-preserving user data publication in online social networks. Her research focuses on privacy-preserving machine learning algorithms for Large Language Models (LLMs) and the Internet of Things (IoT). She is a recipient of the NSF EiR award for her work on Smart health technologies. She is currently collaborating with Collins Aerospace to develop machine-learning models for interiors. She is part of the NSF Expand AI team focusing on Interdisciplinary Research, Education, and Workforce Development. She is the coordinator for the undergraduate Cybersecurity certificate at NCAT.

Research Performance Summary

42
Total Papers
684
Total Citations
12
H-Index
2013-2026
Active Research Span

First Recorded Paper

Cryptanalysis of a Digital Watermarking Scheme Based on Support Vector Regression

Year: 2013

Citations: 0

Venue: 2013 IEEE International Conference on Systems, Man, and Cybernetics

Latest Recorded Paper

Dual-Layer Intrusion Detection for EVSE Networks: A TinyML-Driven Security Framework

Year: 2026

Citations: 0

Venue: 2026 IEEE 23rd Consumer Communications & Networking Conference (CCNC)

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
2
2025
7
2024
8
2023
4
2022
5
2021
5
2020
1
2019
2
2018
4
2016
2
2014
1

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 14
Journal 3
Book 1

Top Coauthors

Siddula Roy Cai

Research Impact by Period

2025-2026

Period Stats
Papers 9
Citations 11
Avg. Citations / Paper 1.2
H-Index 1

2020-2024

Period Stats
Papers 23
Citations 437
Avg. Citations / Paper 19
H-Index 8

2015-2019

Period Stats
Papers 8
Citations 234
Avg. Citations / Paper 29.2
H-Index 7

2010-2014

Period Stats
Papers 2
Citations 2
Avg. Citations / Paper 1
H-Index 1

Contact and Professional Links

Contact Information

msiddula@ncat.edu

Detected Research Keywords

Online Social Networks Feature Selection Technique Survey Blockchain Systems Blockchain Systems Attacks Systems Attacks Defenses Attacks Defenses Privacy Defenses Privacy Preservation Social Networks Enhanced Approximate Data Aggregation Data Aggregation Sensor