Search Results for author: Rosario Cammarota

Found 4 papers, 1 papers with code

MaskedNet: The First Hardware Inference Engine Aiming Power Side-Channel Protection

no code implementations29 Oct 2019 Anuj Dubey, Rosario Cammarota, Aydin Aysu

Unfortunately, the research on power side-channels have so far predominantly focused on analyzing implementations of ciphers such as AES, DES, RSA, and recently post-quantum cryptography primitives (e. g., lattices).

BIG-bench Machine Learning Model extraction +1

nGraph-HE2: A High-Throughput Framework for Neural Network Inference on Encrypted Data

2 code implementations12 Aug 2019 Fabian Boemer, Anamaria Costache, Rosario Cammarota, Casimir Wierzynski

The proposed framework leverages the CKKS scheme, whose support for real numbers is friendly to data science, and a client-aided model using a two-party approach to compute activation functions.

Cryptography and Security

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