Concepedia

Giovanni Apruzzese

GA

20

Publications

1.3K

Citations

18

H-Index

2017

Active since

Affiliations

University of Modena and Reggio Emilia(Current)

University of Liechtenstein

Hilti (Liechtenstein)

Ferrari (Italy)

University of Bologna

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

Top concepts

EngineeringData ScienceComputer ScienceInformation SecurityData SecurityMachine LearningInformation ForensicsAdversarial Machine LearningBotnet DetectionDeep Learning

Publications per year

2017–2023

20

Publications

20

On the effectiveness of machine and deep learning for cyber security

Giovanni Apruzzese, Michele Colajanni, Luca Ferretti et al. · 2018 · 297 citations

Artificial Intelligence, Engineering, Machine Learning +20

The Role of Machine Learning in Cybersecurity

Giovanni Apruzzese, Pavel Laskov, Edgardo Montes de et al. · Digital Threats Research and Practice · 2022 · 213 citations · Full text

Artificial Intelligence, Cybersecurity, Machine Learning +17

Deep Reinforcement Adversarial Learning Against Botnet Evasion Attacks

Giovanni Apruzzese, Mauro Andreolini, Mirco Marchetti et al. · IEEE Transactions on Network and Service Management · 2020 · 109 citations · Full text

Artificial Intelligence, Cybersecurity Detectors, Machine Learning +15

Addressing Adversarial Attacks Against Security Systems Based on Machine Learning

Giovanni Apruzzese, Michele Colajanni, Luca Ferretti et al. · 2019 · 101 citations · Full text

Engineering, Machine Learning, Data Science +14

The Cross-Evaluation of Machine Learning-Based Network Intrusion Detection Systems

Giovanni Apruzzese, Luca Pajola, Mauro Conti · IEEE Transactions on Network and Service Management · 2022 · 99 citations · Full text

Anomaly Detection, Machine Learning, Engineering +19

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