Search Results for author: Stefano Zanero

Found 3 papers, 2 papers with code

Quantum algorithms for SVD-based data representation and analysis

1 code implementation19 Apr 2021 Armando Bellante, Alessandro Luongo, Stefano Zanero

This paper narrows the gap between previous literature on quantum linear algebra and practical data analysis on a quantum computer, formalizing quantum procedures that speed-up the solution of eigenproblems for data representations in machine learning.

Dimensionality Reduction General Classification +1

Constrained Concealment Attacks against Reconstruction-based Anomaly Detectors in Industrial Control Systems

1 code implementation17 Jul 2019 Alessandro Erba, Riccardo Taormina, Stefano Galelli, Marcello Pogliani, Michele Carminati, Stefano Zanero, Nils Ole Tippenhauer

In this work, we investigate different approaches to evade prior-work reconstruction-based anomaly detectors by manipulating sensor data so that the attack is concealed.

Anomaly Detection

Cannot find the paper you are looking for? You can Submit a new open access paper.