Per Year

7 publications with Web of Science ID  /  1927–2023  /  Andrea Agiollo
2023  •  2022  •  2021  •  2019
@inproceedings{gnnforifa-eurosp2023,
   address = {Los Alamitos, CA, USA},
   author = {Agiollo, Andrea and Bardhi, Enkeleda and Conti, Mauro and Lazzeretti, Riccardo and Losiouk, Eleonora and Omicini, Andrea},
   booktitle = {2023 IEEE 8th European Symposium on Security and Privacy (EuroS\&P)},
   dblp = {conf/eurosp/AgiolloBCLLO23},
   doi = {10.1109/EuroSP57164.2023.00043},
   ieee = {10190497},
   iris = {11585/935157},
   isbn = {978-1-6654-6512-0},
   location = {Delft, Netherlands},
   month = jul,
   numpages = 16,
   organization = {IEEE Computer Society},
   pages = {615--630},
   publisher = {IEEE Computer Society},
   scholar = {17982957357366969368},
   scopus = {2-s2.0-85168119525},
   title = {{GNN4IFA}: Interest Flooding Attack Detection With Graph Neural Networks},
   url = {https://www.computer.org/csdl/proceedings-article/eurosp/2023/651200a615},
   urlpdf = {https://csdl-downloads.ieeecomputer.org/proceedings/eurosp/2023/6512/00/651200a615.pdf},
   wos = {WOS:001046858400034},
   year = 2023
}
@article{skiqos-jaamas37,
   articleno = 27,
   author = {Agiollo, Andrea and Rafanelli, Andrea and Magnini, Matteo and Ciatto, Giovanni and Omicini, Andrea},
   dblp = {journals/aamas/AgiolloRMCO23},
   doi = {10.1007/s10458-023-09609-6},
   iris = {11585/932553},
   issn = {1573-7454},
   journal = {Autonomous Agents and Multi-Agent Systems},
   keywords = {symbolic knowledge injection, quality of service, efficiency, robustness, PSyKI},
   month = jun,
   number = 2,
   numpages = 30,
   pages = {27:1-27:30},
   scholar = {6493335879803556297},
   scopus = {2-s2.0-85162972232},
   semanticscholar = {259234850},
   title = {Symbolic Knowledge Injection meets Intelligent Agents: {QoS} metrics and experiments},
   url = {https://link.springer.com/10.1007/s10458-023-09609-6},
   volume = 37,
   wos = {WOS:001013184000001},
   year = 2023
}
2 publications in 2023 with Web of Science ID • topindexbottom
@inproceedings{gnn2gnn-uai2022,
   author = {Agiollo, Andrea and Omicini, Andrea},
   booktitle = {Uncertainty in Artificial Intelligence},
   dblp = {conf/uai/AgiolloO22},
   editor = {Cussens, James and Zhang, Kun},
   iris = {11585/899465},
   issn = {2640-3498},
   keywords = {Graph Neural Networks, Neural Architecture Search, Generative Adversarial Networks},
   month = aug,
   note = {Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, {UAI} 2022, 1-5 August 2022, Eindhoven, The Netherlands},
   numpages = 11,
   pages = {32--42},
   publisher = {ML Research Press},
   scholar = {3643983533846865361},
   scopus = {2-s2.0-85163345190},
   series = {Proceedings of Machine Learning Research},
   title = {{GNN2GNN}: Graph Neural Networks to Generate Neural Networks},
   url = {https://proceedings.mlr.press/v180/agiollo22a.html},
   urlopenaccess = {https://proceedings.mlr.press/v180/agiollo22a/agiollo22a.pdf},
   volume = 180,
   wos = {WOS:001228408900004},
   year = 2022
}
1 publication in 2022 with Web of Science ID • topindexbottom
@incollection{shallow2deep-extraamas2021,
   address = {Cham, Switzerland},
   author = {Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea},
   booktitle = {Explainable and Transparent AI and Multi-Agent Systems. Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3--7, 2021, Revised Selected Papers},
   dblp = {conf/atal/AgiolloCO21},
   doi = {10.1007/978-3-030-82017-6_5},
   editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Fr{\"a}mling, Kary},
   eisbn = {978-3-030-82017-6},
   eissn = {1611-3349},
   iris = {11585/838540},
   isbn = {978-3-030-82016-9},
   issn = {0302-9743},
   keywords = {Neural Architecture Search; Evolutionary Algorithm; Opacity; Interpretability},
   numpages = 20,
   pages = {63--82},
   publisher = {Springer},
   scholar = {8606811357246615623},
   scopus = {2-s2.0-85113325735},
   semanticscholar = {236460263},
   series = {Lecture Notes in Computer Science},
   subseries = {Lecture Notes in Artificial Intelligence},
   title = {{\it Shallow2Deep}: Restraining Neural Networks Opacity through Neural Architecture Search},
   url = {http://link.springer.com/10.1007/978-3-030-82017-6_5},
   volume = 12688,
   wos = {000691781800005},
   year = 2021
}
@article{nnconstrained-applsci11,
   articleno = 11957,
   author = {Agiollo, Andrea and Omicini, Andrea},
   doi = {10.3390/app112411957},
   iris = {11585/842440},
   issn = {2076-3417},
   journal = {Applied Sciences},
   keywords = {Load Classification; Neural Networks; Embedding; Hyper-constrained Devices},
   month = dec,
   note = {Special Issue ``Artificial Intelligence and Data Engineering in Engineering Applications''},
   number = 24,
   publisher = {MDPI},
   scholar = {14515352047550375229},
   scopus = {2-s2.0-85121296114},
   title = {Load Classification: A Case Study for Applying Neural Networks in Hyper-Constrained Embedded Devices},
   url = {https://www.mdpi.com/2076-3417/11/24/11957},
   url-openaccess = {https://www.mdpi.com/2076-3417/11/24/11957/pdf},
   urlopenaccess = {https://www.mdpi.com/2076-3417/11/24/11957/pdf},
   urlpdf = {https://www.mdpi.com/2076-3417/11/24/11957/pdf},
   volume = 11,
   wos = {000735509300001},
   year = 2021
}
@article{detonar-ieetnsm2021,
   author = {Agiollo, Andrea and Conti, Mauro and Kaliyar, Pallavi and Lin, TsungNan and Pajola, Luca},
   doi = {10.1109/TNSM.2021.3075496},
   ieee = {9415869},
   iris = {11585/842654},
   issn = {1932-4537},
   journal = {IEEE Transactions on Network and Service Management},
   keywords = {Internet of Things, Low Power and Lossy Networks, Routing Protocol, Networking attacks, Intrusion Detection System},
   number = 2,
   numpages = 13,
   pages = {1178 - 1190},
   publisher = {IEEE},
   title = {{DETONAR}: Detection of Routing Attacks in {RPL}-based {I}o{T}},
   url = {https://ieeexplore.ieee.org/document/9415869},
   urlpdf = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9415869},
   volume = 18,
   wos = {000660636700006},
   year = 2021
}
3 publications in 2021 with Web of Science ID • topindexbottom
@inproceedings{rgbdsemanticsegmentation-icdsc2019,
   articleno = 9,
   author = {Michieli, Umberto and Camporese, Maria and Agiollo, Andrea and Pagnutti, Giampaolo and Zanuttigh, Pietro},
   booktitle = {13th International Conference on Distributed Smart Cameras (ICDSC2019)},
   dblp = {conf/icdsc/MichieliCAPZ19},
   doi = {10.1145/3349801.3349810},
   editor = {Conci, Nicola and Shan, Caifeng and Marcenaro, Lucio and Han, Jungong},
   iris = {11585/842656},
   isbn = {978-1-4503-7189-6},
   location = {Trento, Italy},
   month = {9--11~} # sep,
   numpages = 6,
   pages = {9:1--9:6},
   publisher = {{ACM}},
   title = {Region Merging Driven by Deep Learning for {RGB-D} Segmentation and Labeling},
   url = {https://doi.org/10.1145/3349801.3349810},
   wos = {000519116500009},
   year = 2019
}
1 publication in 2019 with Web of Science ID • topindexbottom