Study adversarial attack vectors targeting vision transformer models. Design and evaluate novel defense mechanisms. Publish findings in top-tier security conferences.
Duration
9 months
Min. GPA
3.50+
Level
MS/PhD
Work Mode
Hybrid
Department
Computer Science & AI
Stipend
$2,600/mo
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Dr. Julian Vane
Computer Science & AI
MIT
Professor of AI and Machine Learning with 15 years experience. Led 12 funded research projects....
Recent Publications
Attention Mechanisms for Spatiotemporal Climate Prediction
Nature Machine Intelligence · 2025
Federated Learning Under Distribution Shift in Healthcare
ICML 2025 · 2025
Privacy-Utility Tradeoffs in Differentially Private FL
IEEE S&P 2024 · 2024
Top-Rated Lab
4 publications in Nature/IEEE 2024-25
Application Closes In
Expired
May 1, 2026