Autoencoder-based deep metric learning for network intrusion detection G Andresini, A Appice, D Malerba
Information Sciences 569, 706-727, 2021
146 2021 Multi-channel deep feature learning for intrusion detection G Andresini, A Appice, N Di Mauro, C Loglisci, D Malerba
IEEE Access 8, 53346-53359, 2020
127 2020 GAN augmentation to deal with imbalance in imaging-based intrusion detection G Andresini, A Appice, L De Rose, D Malerba
Future Generation Computer Systems 123, 108-127, 2021
124 2021 Insomnia: Towards concept-drift robustness in network intrusion detection G Andresini, F Pendlebury, F Pierazzi, C Loglisci, A Appice, L Cavallaro
Proceedings of the 14th ACM workshop on artificial intelligence and security …, 2021
116 2021 Nearest cluster-based intrusion detection through convolutional neural networks G Andresini, A Appice, D Malerba
Knowledge-Based Systems 216, 106798, 2021
101 2021 Exploiting the auto-encoder residual error for intrusion detection G Andresini, A Appice, N Di Mauro, C Loglisci, D Malerba
2019 IEEE European symposium on security and privacy workshops (EuroS&PW …, 2019
54 2019 ROULETTE: A neural attention multi-output model for explainable network intrusion detection G Andresini, A Appice, FP Caforio, D Malerba, G Vessio
Expert Systems with Applications 201, 117144, 2022
49 2022 Clustering-aided multi-view classification: a case study on android malware detection A Appice, G Andresini, D Malerba
Journal of intelligent information systems 55 (1), 1-26, 2020
34 2020 Improving cyber-threat detection by moving the boundary around the normal samples G Andresini, A Appice, F Paolo Caforio, D Malerba
Machine intelligence and big data analytics for cybersecurity applications …, 2021
19 2021 Leveraging grad-cam to improve the accuracy of network intrusion detection systems FP Caforio, G Andresini, G Vessio, A Appice, D Malerba
International Conference on Discovery Science, 385-400, 2021
18 2021 A network intrusion detection system for concept drifting network traffic data G Andresini, A Appice, C Loglisci, V Belvedere, D Redavid, D Malerba
Discovery Science: 24th International Conference, DS 2021, Halifax, NS …, 2021
17 2021 An XAI-based adversarial training approach for cyber-threat detection ALE Malik, G Andresini, A Appice, D Malerba
2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2022
16 2022 Dealing with class imbalance in android malware detection by cascading clustering and classification G Andresini, A Appice, D Malerba
Complex Pattern Mining: New Challenges, Methods and Applications, 173-187, 2020
16 2020 EUPHORIA: A neural multi-view approach to combine content and behavioral features in review spam detection G Andresini, A Iovine, R Gasbarro, M Lomolino, M de Gemmis, A Appice
Journal of Computational Mathematics and Data Science 3, 100036, 2022
13 2022 G Andresini, A Appice, D Malerba
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2023
12 2023 Seneca: Change detection in optical imagery using siamese networks with active-transfer learning G Andresini, A Appice, D Ienco, D Malerba
Expert Systems with Applications 214, 119123, 2023
12 2023 XAI to explore robustness of features in adversarial training for cybersecurity M Al-Essa, G Andresini, A Appice, D Malerba
International Symposium on Methodologies for Intelligent Systems, 117-126, 2022
11 2022 Leveraging autoencoders in change vector analysis of optical satellite images G Andresini, A Appice, D Iaia, D Malerba, N Taggio, A Aiello
Journal of Intelligent Information Systems, 1-20, 2022
9 2022 PANACEA: a neural model ensemble for cyber-threat detection M Al-Essa, G Andresini, A Appice, D Malerba
Machine Learning 113 (8), 5379-5422, 2024
8 2024 Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings … M Kamp, I Koprinska, A Bibal, T Bouadi, B Frénay, L Galárraga, J Oramas, ...
Springer Nature, 2022
4 2022 
Annalisa AppiceResearcher of Computer Science, University of Bari Aldo MoroПідтверджена електронна адреса в di.uniba.it