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Carlo Sansone

University of Naples Federico II

VIA L. RODINO' 22

NAPOLI, 80132

Italy

  • University of Naples Federico II

SCHOLARLY PAPERS

3

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178

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Dama: Distribution-Aware Masking-Autoencoder for Missing Data Imputation in Scarce Data Scenarios

Number of pages: 26 Posted: 24 Oct 2024
Antonio Elia Pascarella, Stefano Marrone, Lidia Marassi, Antonio Coppola, Roberto Chirone, Piero Salatino and Carlo Sansone
University of Naples Federico II, University of Naples Federico II, University of Naples Federico II, University of Naples Federico II, affiliation not provided to SSRN, University of Naples Federico II and University of Naples Federico II
Downloads 80 (809,932)

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Physics-informed neural networks, variational autoencoders, Missing Data Imputation, scarce data

2.

From Knowing to Doing: A Principled Architecture for Procedurally Competent Agents

Number of pages: 37 Posted: 23 Oct 2025
Narendra Patwardhan, Lidia Marassi, M. Nasim, Giuseppe Fiameni, Stefano Marrone, Tarry Singh and Carlo Sansone
University of Naples Federico II, University of Naples Federico II, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Naples Federico II, affiliation not provided to SSRN and University of Naples Federico II
Downloads 74 (916,100)

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Foundation Models, Autonomous Agents, Epistemic Honesty, WebAssembly, AI Safety

3.

Towards Practical Forensic Analysis of Backdoored AI Models: A Dual-Architecture Taxonomy for Convolutional Netural Networks and Vision Transformers

Number of pages: 25 Posted: 17 May 2026
Emanuele Cuono Amoruso, Lidia Marassi, Stefano Marrone and Carlo Sansone
University of Naples Federico II, University of Naples Federico II, University of Naples Federico II and University of Naples Federico II
Downloads 24 (1,548,648)

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Backdoor Attacks, Data Poisoning, Multimedia Forensics, Forensics Auditing, Benchmarking, Vision Transformers