Giovanni Apruzzese

According to our database1, Giovanni Apruzzese authored at least 10 papers between 2017 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
Deep Reinforcement Adversarial Learning Against Botnet Evasion Attacks.
IEEE Trans. Netw. Serv. Manag., 2020

Hardening Random Forest Cyber Detectors Against Adversarial Attacks.
IEEE Trans. Emerg. Top. Comput. Intell., 2020

Detection and Threat Prioritization of Pivoting Attacks in Large Networks.
IEEE Trans. Emerg. Top. Comput., 2020

AppCon: Mitigating Evasion Attacks to ML Cyber Detectors.
Symmetry, 2020

2019
Evaluating the effectiveness of Adversarial Attacks against Botnet Detectors.
Proceedings of the 18th IEEE International Symposium on Network Computing and Applications, 2019

Addressing Adversarial Attacks Against Security Systems Based on Machine Learning.
Proceedings of the 11th International Conference on Cyber Conflict, 2019

2018
Evading Botnet Detectors Based on Flows and Random Forest with Adversarial Samples.
Proceedings of the 17th IEEE International Symposium on Network Computing and Applications, 2018

On the effectiveness of machine and deep learning for cyber security.
Proceedings of the 10th International Conference on Cyber Conflict, 2018

2017
Identifying malicious hosts involved in periodic communications.
Proceedings of the 16th IEEE International Symposium on Network Computing and Applications, 2017

Scalable architecture for online prioritisation of cyber threats.
Proceedings of the 9th International Conference on Cyber Conflict, 2017


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