Performance of Botnet Detection by Neural Networks in Software-Defined Networks. I Letteri, P Caianiello ITASEC, 2018 | 35 | 2018 |
Security in the internet of things: botnet detection in software-defined networks by deep learning techniques I Letteri, GD Penna, GD Gasperis International Journal of High Performance Computing and Networking 15 (3-4 …, 2019 | 33 | 2019 |
Feature selection strategies for http botnet traffic detection I Letteri, G Della Penna, P Caianiello 2019 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW …, 2019 | 29 | 2019 |
Botnet Detection in Software Defined Networks by Deep Learning Techniques I Letteri, G Della Penna, G De Gasperis International Symposium on Cyberspace Safety and Security, 49-62, 2018 | 26 | 2018 |
MTA-KDD’19: A Dataset for Malware Traffic Detection I Letteri, G Della Penna, L Di Vita, MT Grifa ITASEC20 Fourth Italian Conference on Cyber Security 2597 (DOI: 10.13140/RG …, 2020 | 25 | 2020 |
A logic-based multi-agent system for ethical monitoring and evaluation of dialogues A Dyoub, S Costantini, I Letteri, FA Lisi arXiv preprint arXiv:2109.08294, 2021 | 14 | 2021 |
Logic-based Machine Learning for Transparent Ethical Agents A Dyoub, S Costantini, FA Lisi, I Letteri | 14 | 2020 |
Imbalanced Dataset Optimization with New Resampling Techniques I Letteri, A Di Cecco, A Dyoub, G Della Penna Intellisys 2021, 199--215, 2021 | 12 | 2021 |
A Novel Resampling Technique for Imbalanced Dataset Optimization I Letteri, AD Cecco, A Dyoub, GD Penna arxiv.org/abs/2012.15231, 2021 | 9 | 2021 |
DNN-ForwardTesting: A New Trading Strategy Validation using Statistical Timeseries Analysis and Deep Neural Networks I Letteri, G Della Penna, G De Gasperis, A Dyoub https://doi.org/10.48550/arxiv.2210.11532, 24, 2022 | 7 | 2022 |
New Optimization Approaches in Malware Traffic Analysis I Letteri, A Di Cecco, G Della Penna Springer International Publishing (LOD2021 - Machine Learning, Optimization …, 2022 | 7 | 2022 |
Dataset Optimization Strategies for Malware Traffic Detection I Letteri, A Di Cecco, G Della Penna arXiv preprint arXiv:2009.11347, 2020 | 7 | 2020 |
MTA-KDD’19 dataset (2019) I Letteri | 7 | |
Care Robots Learning Rules of Ethical Behavior Under the Supervision of an Ethical Teacher (Short paper). A Dyoub, S Costantini, I Letteri HYDRA/RCRA@ LPNMR, 1-8, 2022 | 6 | 2022 |
A stock trading system for a medium volatile asset using multi layer perceptron I Letteri, G Della Penna, G De Gasperis, A Dyoub arXiv preprint arXiv:2201.12286, 2022 | 6 | 2022 |
An ontology to improve the first aid service quality L De Lauretis, S Costantini, I Letteri 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC …, 2019 | 6 | 2019 |
Ethical Monitoring and Evaluation of Dialogues with a MAS. A Dyoub, S Costantini, FA Lisi, I Letteri CILC, 158-172, 2021 | 4 | 2021 |
Extension of constraint-procedural logic-generated environments for deep Q-learning agent training and benchmarking G De Gasperis, S Costantini, A Rafanelli, P Migliarini, I Letteri, A Dyoub Journal of Logic and Computation 33 (8), 1712-1733, 2023 | 3 | 2023 |
AITA: A new framework for Trading Forward Testing with an Artificial Intelligence Engine I Letteri https://www.ital-ia2023.it/submission/107/paper 3486, 6, 2023 | 3 | 2023 |
Trading Strategy Validation Using Forwardtesting with Deep Neural Networks I Letteri, G Della Penna, G De Gasperis, A Dyoub SciTePress, 15-25, 2023 | 3 | 2023 |