Tohoku University Research

Joined the Department of Computer and Mathematical Sciences - Information Security Lab

I am a research student under the guidance of Prof. Minoru Kuribayashi. Currently persuing research on the topic of Federated Large Language Models (FedLLMs). My current paper focuses on the defense for FedLLMs using a Machine Learning detector utilizing statistical variables from the weight information of an LLM from each individual layer as input features. This approach is much less computationally heavy than conventional approaches and promises to be more scalable for even larger LLMs.