3 papers
cs.CL2024
Risks, Causes, and Mitigations of Widespread Deployments of Large Language Models (LLMs): A Survey
Md Nazmus Sakib, Md Athikul Islam, Royal Pathak +1
Recent advancements in Large Language Models (LLMs), such as ChatGPT and LLaMA, have significantly transformed Natural Language Processing (NLP) with their outstanding abilities in…
cs.LG2024
Automatic Pull Request Description Generation Using LLMs: A T5 Model Approach
Md Nazmus Sakib, Md Athikul Islam, Md Mashrur Arifin
Developers create pull request (PR) descriptions to provide an overview of their changes and explain the motivations behind them. These descriptions help reviewers and fellow devel…
cs.LG2024
GenFighter: A Generative and Evolutive Textual Attack Removal
Md Athikul Islam, Edoardo Serra, Sushil Jajodia
Adversarial attacks pose significant challenges to deep neural networks (DNNs) such as Transformer models in natural language processing (NLP). This paper introduces a novel defens…