Federated Learning for 6G: Challenges and Opportunities
Thomas Tsouparopoulos (Athens University of Economics and Business); Iordanis Koutsopoulos (Athens University of Economics and Business)
FRESH: A Lock Free Data Series Index
Panagiota Fatourou ( University of Crete); Eleftherios Kosmas (University of Crete); Themis Palpanas (Université Paris Cité); Giorgos Paterakis (University of Crete)
VC-Vault: A User Friendly and Secure EBSI Conformant Wallet for Desktop and Mobile Platforms
Dimitra C Nassar Kyriakidou (Athens University of Economics and Business); George C Polyzos (Athens University of Economics and Business)
Non-conformal malware attack on smartphones
George Stergiopoulos (University of ), Dimitris Gritzalis (Athens University of Economics and Business), Efstratios Vasilellis (Athens University of Economics and Business), Argiro Anagnostopoulou (Athens University of Economics and Business)
A privacy-preserving scheme with VRFs for Revocation of Verifiable Credentials
Athanasia Maria Papathanasiou (Athens University of Economics and Business); George C Polyzos (Athens University of Economics and Business)
Runtime Security Monitoring and Abnormal Behaviour Detection in IoT Systems
Angela-Maria Despotopoulou (Netcompany-Intrasoft); Nikos Kefalakis (Netcompany-Intrasoft); Sofia Tsekeridou (Netcompany-Intrasoft); Angela-Maria Despotopoulou (Netcompany)
Decentralized Data Reliability for Industrial Applications utilizing Data Analytics, Machine Learning and Artificial Intelligence
Angela-Maria Despotopoulou (Netcompany); Angela-Maria Despotopoulou (Netcompany-Intrasoft); Nikos Kefalakis (Netcompany-Intrasoft); Babis Ipektsidis (Netcompany-Intrasoft); John Soldatos (Netcompany-Intrasoft)
Personalized Federated Learning with Exact Distributed Stochastic Gradient Descent Updates
Sotirios Nikoloutsopoulos (Athens University of Economics and Business); Iordanis Koutsopoulos (Athens University of Economics and Business); Michalis Titsias (DeepMind)
Kullback-Leibler Reservoir Sampling for Fairness in Continual Learning
Sotirios Nikoloutsopoulos (Athens University of Economics and Business); Iordanis Koutsopoulos (Athens University of Economics and Business); Michalis Titsias (Athens University of Economics and Business)
Toward Pattern-based Model Selection for Cloud Resource Forecasting
Georgia N Christofidi (IMDEA Software Institute); Konstantinos Papaioannou (IMDEA Software Institute); Thaleia Dimitra Doudali (IMDEA Software Institute)
Fed-DIC: Optimizing Fault Tolerance in Federated Clouds with Diagonally Interleaved Coding
Ioannis Tzouros (Athens University of Bussiness and Economics); Vana Kalogeraki (Athens University of Economics and Business, Greece)
On Resource Provisioning in the Edge-to-Cloud Continuum
Dimitrios Tomaras (Athens University of Economics and Business); Michail Tsenos (Athens University of Economics and Business); Vana Kalogeraki (Athens University of Economics and Business, Greece)
Scheduling Policies For Hybrid Serverless Environments
Aristotelis Peri (Athens University of Economics and Business); Michail Tsenos (Athens University of Economics and Business); Vana Kalogeraki (Athens University of Economics and Business, Greece)
Elastic Stream Processing on Serverless Environments
Michail Tsenos (Athens University of Economics and Business);Aristotelis Peri (Athens University of Economics and Business); Vana Kalogeraki (Athens University of Economics and Business, Greece)
Sim-Piece+: Efficient Time Series Data Compression
Xenophon Kitsios (Athens University of Economics and Business); Panagiotis Liakos (Athens University of Economics and Business); Katia Papakonstantinopoulou (Athens University of Economics and Business); Yannis Kotidis (Athens University of Economics and Business)
Exploring Trade-offs in Partial Snapshot Implementations
Eleni Kanellou (ICS-FORTH); Nikolaos D. Kallimanis (ISI, Athena RC & University of Ioannina); Charidimos Kiosterakis (-); Vasiliki Liagkou (University of Ioannina)
Chimp: Efficient Lossless Compression of Floating Point Time Series Data
Panagiotis Liakos (University of Athens); Katia Papakonstantinopoulou (Athens University of Economics and Business); Yannis Kotidis (Athens University of Economics and Business)
Feasibility in Counterfactual Explanations
Kleopatra Markou (National Kapodistrian University of Athens); Dimitrios Gunopulos (University of Athens)
Weakly-Supervised Semantic Segmentation through Vision Transformers Explainability
Georgios Moschovis (Athens University of Economics and Business); Ioannis Athanasiadis (CVL, Linköpings universitet); Alexander Tuoma (KTH Royal Institute of Technology)
Robust Peer Sampling With SecureCyclon
Alexandros Antonov (Athens University of Economics and Business); Spyros Voulgaris (Athens University of Economics and Business)