class imbalance 1cybersecurity vulnerability detection 1hierarchical classification 1representation learning 1text classification 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.LG2026
Mitigating The Effect of Class Imbalance in Data with Hierarchical and Dependable Structure
Bipin Chhetri, Deepika Giri, Avishek Kadel +2
The paper introduces a hierarchy‑aware RoBERTa model that uses learnable parent‑class embeddings to improve classification of cybersecurity vulnerabilities in the CWE taxonomy, add…
cs.AI2026
Neuro-Agentic Control: A Deep Learning-based LLM-Powered Agentic AI Framework for Controlling Security Controls
Saroj Gopali, Bipin Chhetri, Deepika Giri +2
Cyberattacks on operational technology are increasingly causing costly downtime and physical damage, exposing the limitations of traditional rule-based monitoring in industrial IoT…
cs.LG2025
In-Context and Few-Shots Learning for Forecasting Time Series Data based on Large Language Models
Saroj Gopali, Bipin Chhetri, Deepika Giri +2
Existing data-driven approaches in modeling and predicting time series data include ARIMA (Autoregressive Integrated Moving Average), Transformer-based models, LSTM (Long Short-Ter…