Gianluca Capozzi
Cybersecurity and AI Researcher • capozzi@diag.uniroma1.it
I am Cybersecurity and AI researcher with a Ph.D. in Artificial Intelligence from Sapienza University of Rome.
Specializing in adversarial machine learning, binary similarity systems, and secure ML model design.
Strong background in Python, PyTorch, and modern ML frameworks.
I'm currently working 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 Ph.D. with a thesis about the robustness of binary similarity systems against adversarial attacks, under the supervision of Prof. Giuseppe Antonio Di Luna.