Projects per year
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Collaborations and top research areas from the last five years
Projects
- 6 Finished
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EAGER: Collaborative Research: Understanding Human Behaviors and Mental Health using Federated Machine Learning on Smart Phones
Phan, H. (PI)
9/1/20 → 2/29/24
Project: Research project
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EAGER: Collaborative Research: Understanding Human Behaviors and Mental Health using Federated Machine Learning on Smart Phones
Phan, H. (PI)
9/1/20 → 2/29/24
Project: Research project
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SaTC: CORE: Small: Collaborative: When Adversarial Learning Meets Differential Privacy: Theoretical Foundation and Applications
Phan, H. (PI)
7/1/20 → 6/30/24
Project: Research project
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SaTC: CORE: Small: Collaborative: When Adversarial Learning Meets Differential Privacy: Theoretical Foundation and Applications
Phan, H. (PI)
7/1/20 → 6/30/24
Project: Research project
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CRII: SaTC: PrivateNet - Preserving Differential Privacy in Deep Learning under Model Attacks
Phan, H. (PI)
2/15/19 → 1/31/23
Project: Research project
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Closing the Loop in LLM-Based Hardware Generation: An Autonomous Agentic Workflow for Robust TPU Design
Vungarala, D., Pandit, K., Aragonda, G., Mclynch, J., Adeoye-Davids, A., Galecio, B., Phan, N. H., Khreishah, A., Zand, R., Ghosh, A. & Angizi, S., 2026, 2026 IEEE 44th VLSI Test Symposium, VTS 2026. IEEE Computer Society, (Proceedings of the IEEE VLSI Test Symposium).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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FlipStress: Noise Injection Defenses Against CPU-Cache-Based Web Attacks
Basak, T., Phan, H., Oren, Y. & Curtmola, R., 2026, Security and Privacy in Communication Networks - 21st EAI International Conference, SecureComm 2025, Proceedings. Liang, W., Kung, S.-Y. & Qiu, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 60-86 27 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 689 LNICST).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Watermarking Degrades Alignment in Language Models: Analysis and Mitigation
Verma, A., Phan, N. & Trivedi, S., 2026, In: Transactions on Machine Learning Research. 2026-FebruaryResearch output: Contribution to journal › Article › peer-review
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A Client-level Assessment of Collaborative Backdoor Poisoning in Non-IID Federated Learning
Lai, P., Liu, G., Phan, H., Khalil, I., Khreishah, A. & Wu, X., 2025, Proceedings - 2025 IEEE 45th International Conference on Distributed Computing Systems, ICDCS 2025. Institute of Electrical and Electronics Engineers Inc., p. 1-11 11 p. (Proceedings - International Conference on Distributed Computing Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Novel Adaptive Data Transformation for Contrastive Learning
Shen, Y., Phan, H. & Shih, F. Y., Aug 1 2025, In: International Journal of Pattern Recognition and Artificial Intelligence. 39, 10, 2551012.Research output: Contribution to journal › Article › peer-review
Press/Media
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NJIT's Center for Translational Research Quickens Technology's Pace to Market
Guvendiren, M., Dhawan, A., Lee, E. S., Phan, H., Mitra, S., Chen, H. & Venkatesan, A.
2/10/26
1 item of Media coverage
Press/Media: Press / Media
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AI MINOR AT NJIT CREATES A FOUNDATION FOR ALL STUDENTS
11/11/25
1 item of Media coverage
Press/Media: Press / Media
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Studies from New Jersey Institute of Technology in the Area of Information and Data Transformation Described (A Novel Adaptive Data Transformation for Contrastive Learning)
7/11/25
1 item of Media coverage
Press/Media: Press / Media
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NJIT PHD RESEARCHER DEVELOPS SECURE CODE GENERATION SYSTEM, ACHIEVES EARLY CONFERENCE ACCEPTANCE
9/28/24
1 item of Media coverage
Press/Media: Press / Media
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NJIT PHD RESEARCHER DEVELOPS SECURE CODE GENERATION SYSTEM, ACHIEVES EARLY CONFERENCE ACCEPTANCE
9/28/24
1 item of Media coverage
Press/Media: Press / Media