Gossip learning: Off the beaten path L Giaretta, Š Girdzijauskas 2019 IEEE International Conference on Big Data (Big Data), 1117-1124, 2019 | 61 | 2019 |
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 | 13 | 2021 |
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 | 9 | 2021 |
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 | 8 | 2021 |
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 | 7 | 2022 |
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 | 4 | 2022 |
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 | 4 | 2022 |
Pushing the Limits of Gossip-Based Decentralised Machine Learning L Giaretta KTH Royal Institute of Technology, 2019 | 2 | 2019 |
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 | 1 | 2022 |
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 |