Enabling Trust in ML Models on Untrusted Edges
Python (keras, numpy), differential privacy, long-short term (LSTM) models, split learning
Worked alongside PhD mentor in Winter 2022-2023. Proposed a long short-term split (LSTM-SPLIT) machine learning model to help obfuscate private data sent between client-server models on untrustworthy edge nodes.
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