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Showing 2023 · cs.LGShow all
2 papers · 2 filters
cs.LG2023★ 1 cited
SODA: Protecting Proprietary Information in On-Device Machine Learning Models
Akanksha Atrey, Ritwik Sinha, Saayan Mitra +1
The growth of low-end hardware has led to a proliferation of machine learning-based services in edge applications. These applications gather contextual information about users and…
cs.LG2023★ 4 cited
On the verification of Embeddings using Hybrid Markov Logic
Anup Shakya, Abisha Thapa Magar, Somdeb Sarkhel +1
The standard approach to verify representations learned by Deep Neural Networks is to use them in specific tasks such as classification or regression, and measure their performance…