Fabio De Gaspari
Asisstant Professor, Researcher in Cybersecurity
Department of Computer Science, Sapienza University (Italy)
email: degaspari[at]di.uniroma1.it
ORCID: https://orcid.org/0000-0001-9718-1044
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Current Research
Current Research
My research field is Cybersecurity. I am concentrating my research on Neural Network security and Active Defense.
Currently, I am investigating applications of Neural Networks to adversarial settings such as that of cyber defense. My focus is on the design of Neural Network-based systems that are resilient to a range of adversarial attacks, such as evasion, poisoning and adversarial examples. I am also interested in studying the security of current Neural Network architectures under different adversarial settings.
I am also actively working in the area of Active Defense systems. In particular, I am doing research on the design and development of autonomous agents in the context of active defense systems such as DOLOS.
Collaboration Interest
Collaboration Interest
I am currently looking for collaborations on several topics that are of interest to me:
Machine Learning, with specific focus on neural networks resilience and their applications to cybersecurity.
Network security. I published several works on the security Software-Defined Networking and Information-Centric Networking. I am interested in the analysis of the security of SDN and ICN protocols, their vulnerabilities and the advantages these architectures can bring to Internet security.
Intelligent Active Defence systems. I am interested in the design of autonomous intelligent agents, with a focus on automatic deployment/configuration of active defense countermeasures based on attacker's interactions with the system.
Research Profiles:
Research Profiles:
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