5 papers
SoK: Federated Learning for Intrusion Detection in Vehicular Networks
Yahya Shahsavari, Reza Nourmohammadi, Sara Rouhani +1
Modern vehicular networks face an expanding attack surface across internal Electronic Control Units (ECUs) and external Vehicle-to-Everything (V2X) communication. Federated Learnin…
Layer 2 Coordinated Trusted Setup for Continuous CRS Generation
Khalid Hassan, Sara Rouhani
Zero-knowledge proof systems rely on a trusted setup phase to generate a Common Reference String (CRS), yet existing approaches are typically static, one-time ceremonies that are i…
Enhancing Split Learning with Sharded and Blockchain-Enabled SplitFed Approaches
Amirreza Sokhankhosh, Khalid Hassan, Sara Rouhani
Collaborative and distributed learning techniques, such as Federated Learning (FL) and Split Learning (SL), hold significant promise for leveraging sensitive data in privacy-critic…
Understanding the Issue Types in Open Source Blockchain-based Software Projects with the Transformer-based BERTopic
Md Nahidul Islam Opu, Shahidul Islam, Sara Rouhani +1
Blockchain-based software systems are increasingly deployed across diverse domains, yet a systematic understanding of their development challenges remains limited. This paper prese…
Enabling Blockchain Interoperability Through Network Discovery Services
Khalid Hassan, Amirreza Sokhankhosh, Sara Rouhani
Web3 technologies have experienced unprecedented growth in the last decade, achieving widespread adoption. As various blockchain networks continue to evolve, we are on the cusp of…