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Prateek Mittal — most-cited papers & profile · Computer Vision
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overview
Prateek Mittal
6
papers ·
554
citations ·
44
h-index
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Most-cited papers
Analyzing Federated Learning Through An Adversarial Lens
2018 · 385 citations
Privacy Risks Of Securing Machine Learning Models Against Adversarial Examples
2019 · 169 citations
PatchDEMUX: A Certifiably Robust Framework for Multi-label Classifiers Against Adversarial Patches
2025
Advances and Open Problems in Federated Learning
2019
Lottery Ticket Adaptation: Mitigating Destructive Interference in LLMs
2024
Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy
2024
Topics
Privacy
Adversarial ML
Training Techniques
Federated Learning
Security
Optimization
Fine-Tuning
Efficiency
Evaluation
Safety & Alignment