Gossip Learning: Off the Beaten Path. - Lodovico Giaretta; Sarunas Girdzijauskas (IEEE BigData, 2019)

LiMNet: Early-Stage Detection of IoT Botnets with Lightweight Memory Networks. - Lodovico Giaretta; Ahmed Lekssays; Barbara Carminati; Elena Ferrari 001; Sarunas Girdzijauskas (ESORICS (1), 2021)

PDS2: A user-centered decentralized marketplace for privacy preserving data processing. - Lodovico Giaretta; Ioannis Savvidis; Thomas Marchioro; Sarunas Girdzijauskas; George Pallis 001; Marios D. Dikaiakos; Evangelos P. Markatos (ICDE Workshops, 2021)

Decentralized Word2Vec Using Gossip Learning. - Abdul Aziz Alkathiri; Lodovico Giaretta; Sarunas Girdzijauskas; Magnus Sahlgren (NoDaLiDa, 2021)

Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning. - Daniel Garcia Bernal; Lodovico Giaretta; Sarunas Girdzijauskas; Magnus Sahlgren (CoRR, 2021)

Towards a decentralized infrastructure for data marketplaces: narrowing the gap between academia and industry. - Lodovico Giaretta; Thomas Marchioro; Evangelos P. Markatos; Sarunas Girdzijauskas (DE@CoNEXT, 2022)

Towards a Realistic Decentralized Naive Bayes with Differential Privacy. - Lodovico Giaretta; Thomas Marchioro; Evangelos P. Markatos; Sarunas Girdzijauskas (ICSBT/SECRYPT (Revised Selected Papers), 2022)

Federated Naive Bayes under Differential Privacy. - Thomas Marchioro; Lodovico Giaretta; Evangelos P. Markatos; Sarunas Girdzijauskas (SECRYPT, 2022)

SchemaWalk: Schema Aware Random Walks for Heterogeneous Graph Embedding. - Ahmed E. Samy; Lodovico Giaretta; Zekarias T. Kefato; Sarunas Girdzijauskas (WWW (Companion Volume), 2022)

Semi-decentralized Training of Spatio-Temporal Graph Neural Networks for Traffic Prediction. - Ivan Kralj; Lodovico Giaretta; Gordan Jezic; Ivana Podnar Zarko; Sarunas Girdzijauskas (CoRR, 2024)