Giorgio Nanfa

According to our database, Giorgio Nanfa authored at least 4 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

SeVuc: A study on the Security Vulnerabilities of Capsule Networks against adversarial attacks.

Alberto Marchisio, Giorgio Nanfa, Faiq Khalid, Muhammad Abdullah Hanif, Maurizio Martina, Muhammad Shafique

Microprocess. Microsystems, February, 2023

2020

Is Spiking Secure? A Comparative Study on the Security Vulnerabilities of Spiking and Deep Neural Networks.

Alberto Marchisio, Giorgio Nanfa, Faiq Khalid, Muhammad Abdullah Hanif, Maurizio Martina, Muhammad Shafique

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

SNN under Attack: are Spiking Deep Belief Networks vulnerable to Adversarial Examples?

Alberto Marchisio, Giorgio Nanfa, Faiq Khalid, Muhammad Abdullah Hanif, Maurizio Martina, Muhammad Shafique

CoRR, 2019

CapsAttacks: Robust and Imperceptible Adversarial Attacks on Capsule Networks.

Alberto Marchisio, Giorgio Nanfa, Faiq Khalid, Muhammad Abdullah Hanif, Maurizio Martina, Muhammad Shafique

CoRR, 2019