2 papers
cs.CL2023
LEIA: Linguistic Embeddings for the Identification of Affect
Segun Taofeek Aroyehun, Lukas Malik, Hannah Metzler +3
The wealth of text data generated by social media has enabled new kinds of analysis of emotions with language models. These models are often trained on small and costly datasets of…
cs.CR2022
Advancing Blockchain-based Federated Learning through Verifiable Off-chain Computations
Jonathan Heiss, Elias Grünewald, Nikolas Haimerl +2
Federated learning may be subject to both global aggregation attacks and distributed poisoning attacks. Blockchain technology along with incentive and penalty mechanisms have been…