2 papers
cs.CR2024
Towards the generation of hierarchical attack models from cybersecurity vulnerabilities using language models
Kacper Sowka, Vasile Palade, Xiaorui Jiang +1
This paper investigates the use of a pre-trained language model and siamese network to discern sibling relationships between text-based cybersecurity vulnerability data. The ultima…
cs.SD2024
A Few-Shot Learning Approach for Sound Source Distance Estimation Using Relation Networks
Amirreza Sobhdel, Roozbeh Razavi-Far, Vasile Palade
In this paper, we study the performance of few-shot learning, specifically meta learning empowered few-shot relation networks, over supervised deep learning and conventional machin…