3 papers
cs.DC2025
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…
cs.DC2025
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…
cs.DC2024
Proof-of-Collaborative-Learning: A Multi-winner Federated Learning Consensus Algorithm
Amirreza Sokhankhosh, Sara Rouhani
Regardless of their variations, blockchains require a consensus mechanism to validate transactions, supervise added blocks, maintain network security, synchronize the network state…