Foto del docente

Mauro Mangia

Associate Professor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: IINF-01/A Electronics

Teaching

Recent dissertations supervised by the teacher.

First cycle degree programmes dissertations

  • Modelli e Metodi per l'Analisi di Reti Generative per il Linguaggio: Robustezza e Meccanismi di Difesa ad Attacchi Avversari

Second cycle degree programmes dissertations

  • Architectural Design and RISC-V Implementation of a Convolutional Autoencoder for Anomaly Detection in Space Domain
  • Battery State of Health Estimation by Means of Latent Space Tracking: Applications to Satellite Subsystems
  • Caratterizzazione e Modellazione di Soft Short-Circuits in Batterie a Ioni di Litio per la progettazione di un Battery Management and Monitoring System
  • Detector of Anomalies Based on Regularized Autoencoder for Orbital Solar Array Telemetry Data
  • Heterogeneous Dataset Inspection and Semi-Supervised Methods for Anomaly Detection
  • Identificazione e Caratterizzazione di Internal Soft Short Circuits in Batterie agli Ioni di Litio
  • Statistical Analysis of Internal Activations: Application to Autoencoder in Space Domain
  • Statistical Characterization of Deep Neural Network Intermediate Activations for Adversarial Attacks Detection

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