DETONAR: Detection of routing attacks in RPL-based IoT A Agiollo, M Conti, P Kaliyar, TN Lin, L Pajola IEEE transactions on network and service management 18 (2), 1178-1190, 2021 | 63 | 2021 |
Shallow2Deep: Restraining Neural Networks Opacity Through Neural Architecture Search A Agiollo, G Ciatto, A Omicini International Workshop on Explainable, Transparent Autonomous Agents and …, 2021 | 11 | 2021 |
GNN2GNN: Graph neural networks to generate neural networks A Agiollo, A Omicini Uncertainty in Artificial Intelligence, 32-42, 2022 | 8 | 2022 |
Towards quality-of-service metrics for symbolic knowledge injection A Agiollo, R Andrea, A Omicini CEUR WORKSHOP PROCEEDINGS 3261, 30-47, 2022 | 8 | 2022 |
Load classification: A case study for applying neural networks in hyper-constrained embedded devices A Agiollo, A Omicini Applied Sciences 11 (24), 11957, 2021 | 8 | 2021 |
GNN4IFA: Interest flooding attack detection with graph neural networks A Agiollo, E Bardhi, M Conti, R Lazzeretti, E Losiouk, A Omicini 2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P), 615-630, 2023 | 6 | 2023 |
Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments A Agiollo, A Rafanelli, M Magnini, G Ciatto, A Omicini Autonomous Agents and Multi-Agent Systems 37 (2), 27, 2023 | 5 | 2023 |
Graph neural networks as the copula mundi between logic and machine learning: a roadmap A Agiollo, G Ciatto, A Omicini CEUR WORKSHOP PROCEEDINGS 2963, 98-115, 2021 | 5 | 2021 |
The quarrel of local post-hoc explainers for moral values classification in natural language processing A Agiollo, L Cavalcante Siebert, PK Murukannaiah, A Omicini International Workshop on Explainable, Transparent Autonomous Agents and …, 2023 | 3 | 2023 |
Region Merging Driven by Deep Learning for RGB-D Segmentation and Labeling U Michieli, M Camporese, A Agiollo, G Pagnutti, P Zanuttigh Proceedings of the 13th International Conference on Distributed Smart …, 2019 | 3 | 2019 |
Anonymous federated learning via named-data networking A Agiollo, E Bardhi, M Conti, N Dal Fabbro, R Lazzeretti Future Generation Computer Systems 152, 288-303, 2024 | 1 | 2024 |
EneA-FL: Energy-aware orchestration for serverless federated learning A Agiollo, P Bellavista, M Mendula, A Omicini Future Generation Computer Systems 154, 219-234, 2024 | | 2024 |
Anonymous Federated Learning via Named-Data Networking A Agiollo, E Bardhi, M Conti, N Dal Fabbro, R Lazzeretti | | 2024 |
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review G Ciatto, F Sabbatini, A Agiollo, M Magnini, A Omicini ACM Computing Surveys, 2024 | | 2024 |
DETONAR-Light: An IoT Network Intrusion Detection Using DETONAR without a Sniffer Network V Bull, N Finne, A Agiollo, P Kaliyar, L Pajola, T Voigt, M Conti European Symposium on Research in Computer Security, 198-213, 2023 | | 2023 |
Measuring Trustworthiness in Neuro-Symbolic Integration A Agiollo, A Omicini 2023 18th Conference on Computer Science and Intelligence Systems (FedCSIS …, 2023 | | 2023 |
Peer-Reviewed Federated Learning M Passeri, A Agiollo, A Omicini CEUR WORKSHOP PROCEEDINGS 3579, 49-65, 2023 | | 2023 |
EneA-FL: Energy-aware orchestration for serverless federated learning Andrea Agiollo"", Paolo Bellavista, Matteo Mendula", Andrea Omicini A Agiollo | | |