This work presents the design and evaluation of Deep Learning, Contrastive Learning, as well Large Language Models towards the application of categorizing malicious software in files such as Windows ...

Large Language Models (LLMs) have transformed natural language processing, yet two fundamental challenges persist: the computational expense of training and the difficulty of precisely controlling ...