Atul Sharma
Computer Science · Purdue University West Lafayette
Publications
11
Citations
65
Est. group size
~1
Recurring co-author estimate
Active years
56
Publishing since 1970
Atul Sharma's recent work focuses on the security and privacy of federated learning, a technique where multiple devices or organizations train a shared machine learning model without directly sharing their raw data. His publications examine ways attackers can reconstruct private data or manipulate models (data reconstruction and poisoning attacks) as well as defenses to protect against such attacks. Earlier work also touched on software engineering topics and computer-based learning tools.
Publication output has been low and irregular over the last decade, averaging fewer than one paper per year in the most recent five years, with no clear growth or decline pattern.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- MAUI: Reconstructing Private Client Data in Federated Transfer Learning
arXiv (Cornell University) · 2025
- Loki: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation
2024
- FLAIR: Defense against Model Poisoning Attack in Federated Learning
2023
- How to Learn Collaboratively - Federated Learning to Peer-to-Peer Learning and What’s at Stake
2023
- TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks
arXiv (Cornell University) · 2021
- Empirical Evaluation of Novel Change Recommender System for Dependency Detection in Object Oriented Environment
Solid State Technology · 2020
- Does the First Mover Advantage Exist on GitHub?
arXiv (Cornell University) · 2020
- A Smarter Way to Improvise Learning Outcome based on Computer Application
International Journal of Innovative Research in Computer Science & Technology · 2019
- A Smarter Way to Improvise Learning Outcome based on Computer Application
SSRN Electronic Journal · 2019
- Software and Computer Codes
2017
- arXiv (Cornell University)×3
- International Journal of Innovative Research in Computer Science & Technology×1
- Solid State Technology×1
- SSRN Electronic Journal×1
- Yiwei Zhang
Computer Science · Purdue University West Lafayette
- Joshua C. Zhao
Computer Science · Purdue University West Lafayette
- Chenghong Wang
Computer Science · Indiana University
- Tejas Kulkarni
Computer Science · Purdue University West Lafayette
- Fang-Yu Rao
Computer Science · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
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