Damien Robissout
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View article: Modular Sumcheck Proofs with Applications to Machine Learning and Image Processing
Modular Sumcheck Proofs with Applications to Machine Learning and Image Processing Open
Cryptographic proof systems provide integrity, fairness, and privacy in applications that outsource data processing tasks. However, general-purpose proof systems do not scale well to large inputs. At the same time, ad-hoc solutions for con…
View article: Improving Deep Learning Networks for Profiled Side-channel Analysis Using Performance Improvement Techniques
Improving Deep Learning Networks for Profiled Side-channel Analysis Using Performance Improvement Techniques Open
The use of deep learning techniques to perform side-channel analysis attracted the attention of many researchers as they obtained good performances with them. Unfortunately, the understanding of the neural networks used to perform side-cha…