Gianluca Capozzi

Ph.D. Student of the National Ph.D. Program in Artificial Intelligence • capozzi@diag.uniroma1.it

I am Ph.D. student at Sapienza University of Rome, with the Department of Computer, Control, and Management Engineering (DIAG) "Antonio Ruberti". I'm currently working under the supervision of Prof. Giuseppe Antonio Di Luna, with the research group led by Prof. Leonardo Querzoni.

My research interests are about Deep Learning and Computer Security, with a focus on NLP techniques applied to Binary Analysis. Currently, I'm working in investigating new methods for increasing the resilience of NLP models for binary analysis against adversarial attacks.

I've obtained my M.Sc. degree (110/110) with a thesis about the robustness of binary similarity systems against adversarial coding attacks.

Teaching

2023

  • Teaching Assistant for Sistemi di Calcolo course (Spring 2023), Sapienza University of Rome.

2022

  • Teaching Assistant for Sistemi di Calcolo course (Spring 2022), Sapienza University of Rome.

Service

2023

  • Web Chair for EuroSys'23 - 18th European Conference on Computer Systems

Experience

Cybersecurity Research Fellow

Sapienza University of Rome

Study, planning, analysis, and evaluation of solutions for the generation of binary code resistant to similarity analysis.

September 2021 - October 2021

Researcher

Consorzio Interuniversitario nazionale per l’informatica "CINI"

Study of packing mechanisms for network device firmware.

March 2021 - August 2021

Education

Sapienza University of Rome

Master Degree in Engineering in Computer Science
Mark: 110/110
December 2018 - January 2021

Sapienza University of Rome

Bachelor Degree in Computer and Control Engineering

Mark: 97/110

September 2015 - December 2018