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Andrea Agiollo
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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
602021
Shallow2Deep: Restraining Neural Networks Opacity Through Neural Architecture Search
A Agiollo, G Ciatto, A Omicini
International Workshop on Explainable, Transparent Autonomous Agents and …, 2021
102021
GNN2GNN: Graph neural networks to generate neural networks
A Agiollo, A Omicini
Uncertainty in Artificial Intelligence, 32-42, 2022
72022
Towards quality-of-service metrics for symbolic knowledge injection
A Agiollo, R Andrea, A Omicini
CEUR WORKSHOP PROCEEDINGS 3261, 30-47, 2022
72022
Load classification: A case study for applying neural networks in hyper-constrained embedded devices
A Agiollo, A Omicini
Applied Sciences 11 (24), 11957, 2021
72021
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
52023
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
52023
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
42021
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
32023
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
32019
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
12024
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
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
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
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Articles 1–16