Giovanni Apruzzese - Concepedia

Author

Giovanni Apruzzese

University of Modena and Reggio Emilia ORCID

Also Known As

Apruzzese G., Apruzzese, Giovanni, Giovanni Apruzzese

Publications

1.4K

Citations

H-Index

Concepts

All Affiliations

University of Modena and Reggio Emilia University of Liechtenstein Hilti (Liechtenstein)Ferrari (Italy)University of Bologna

About

Giovanni Apruzzese is an author at University of Modena and Reggio Emilia specializing in engineering, information security, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	14	1.1K
2	Computer Science	13	14	1.1K
3	Data Science	13	14	1.1K
4	Artificial Intelligence	6	6	733
5	Communication	1	1	20

Giovanni Apruzzese

Publications

1.3K

Citations

H-Index

Page 1

	Year	Citations
On the effectiveness of machine and deep learning for cyber security Giovanni Apruzzese, Michele Colajanni, Luca Ferretti, Artificial IntelligenceEngineeringMachine LearningEvasion TechniqueInformation Security	2018	297
The Role of Machine Learning in Cybersecurity Giovanni Apruzzese, Pavel Laskov, Edgardo Montes de, Digital Threats Research and Practice Artificial IntelligenceCybersecurityMachine LearningCyber AttacksRoot Cause	2022	213
Deep Reinforcement Adversarial Learning Against Botnet Evasion Attacks Giovanni Apruzzese, Mauro Andreolini, Mirco Marchetti, IEEE Transactions on Network and Service Management Artificial IntelligenceCybersecurity DetectorsMachine LearningData ScienceEngineering	2020	109
Addressing Adversarial Attacks Against Security Systems Based on Machine Learning Giovanni Apruzzese, Michele Colajanni, Luca Ferretti, EngineeringMachine LearningData ScienceEvasion TechniqueInformation Security	2019	101
The Cross-Evaluation of Machine Learning-Based Network Intrusion Detection Systems Giovanni Apruzzese, Luca Pajola, Mauro Conti IEEE Transactions on Network and Service Management Anomaly DetectionMachine LearningEngineeringInformation SecurityReliable Cross-evaluations	2022	99
Hardening Random Forest Cyber Detectors Against Adversarial Attacks Giovanni Apruzzese, Mauro Andreolini, Michele Colajanni, Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) EngineeringMachine LearningEvasion TechniqueInformation SecurityMachine Learning Algorithms	2020	68
“Real Attackers Don't Compute Gradients”: Bridging the Gap Between Adversarial ML Research and Practice Giovanni Apruzzese, Hyrum S. Anderson, Savino Dambra, Artificial IntelligenceEngineeringMachine LearningData ScienceEvasion Technique	2023	62
Evading Botnet Detectors Based on Flows and Random Forest with Adversarial Samples Giovanni Apruzzese, Michele Colajanni Evasion TechniqueEngineeringMachine LearningData ScienceIntrusion Detection System	2018	46
Evaluating the effectiveness of Adversarial Attacks against Botnet Detectors Giovanni Apruzzese, Michele Colajanni, Mirco Marchetti Artificial IntelligenceEngineeringMachine LearningData ScienceCybersecurity Field	2019	41
SoK: Pragmatic Assessment of Machine Learning for Network Intrusion Detection Giovanni Apruzzese, Pavel Laskov, Johannes Schneider	2023	35

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