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Lodovico Giaretta
Lodovico Giaretta
RISE Research Institutes of Sweden
在 ri.se 的电子邮件经过验证 - 首页
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引用次数
引用次数
年份
Gossip learning: Off the beaten path
L Giaretta, Š Girdzijauskas
2019 IEEE International Conference on Big Data (Big Data), 1117-1124, 2019
612019
PDS2: A user-centered decentralized marketplace for privacy preserving data processing
L Giaretta, I Savvidis, T Marchioro, Š Girdzijauskas, G Pallis, ...
2021 IEEE 37th International Conference on Data Engineering Workshops (ICDEW …, 2021
132021
LiMNet: Early-Stage Detection of IoT Botnets with Lightweight Memory Networks
L Giaretta, A Lekssays, B Carminati, E Ferrari, Š Girdzijauskas
European Symposium on Research in Computer Security, 605-625, 2021
92021
Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning
D Garcia Bernal, L Giaretta, S Girdzijauskas, M Sahlgren
8*2021
Decentralized word2vec using gossip learning
AA Alkathiri, L Giaretta, Š Girdzijauskas, M Sahlgren
Proceedings of the 23rd Nordic Conference on Computational Linguistics …, 2021
82021
Federated naive bayes under differential privacy
T Marchioro, L Giaretta, E Markatos, S Girdzijauskas
19th International Conference on Security and Cryptography (SECRYPT), JUL 11 …, 2022
72022
Towards a decentralized infrastructure for data marketplaces: narrowing the gap between academia and industry
L Giaretta, T Marchioro, E Markatos, Š Girdzijauskas
Proceedings of the 1st International Workshop on Data Economy, 49-56, 2022
42022
SchemaWalk: Schema Aware Random Walks for Heterogeneous Graph Embedding
AE Samy, L Giaretta, ZT Kefato, Š Girdzijauskas
Companion Proceedings of the Web Conference 2022, 1157-1166, 2022
42022
Pushing the Limits of Gossip-Based Decentralised Machine Learning
L Giaretta
KTH Royal Institute of Technology, 2019
22019
Towards a Realistic Decentralized Naive Bayes with Differential Privacy
L Giaretta, T Marchioro, E Markatos, S Girdzijauskas
International Conference on Smart Business Technologies, 98-121, 2022
12022
Towards Decentralized Graph Learning
L Giaretta
KTH Royal Institute of Technology, 2023
2023
Metasoma: Decentralized and CollaborativeEarly-Stage Detection of IoT Botnets
L Giaretta, A Lekssays, B Carminati, E Ferrari, S Girdzijauskas
2023
Fully-Decentralized Training of GNNs using Layer-wise Self-Supervision
L Giaretta, S Girdzijauskas
2023
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