4 papers
Efficient Extractive Text Summarization for Online News Articles Using Machine Learning
Sajib Biswas, Milon Biswas, Arunima Mandal +2
In the age of information overload, content management for online news articles relies on efficient summarization to enhance accessibility and user engagement. This article address…
Universal and Transferable Adversarial Attack on Large Language Models Using Exponentiated Gradient Descent
Sajib Biswas, Mao Nishino, Samuel Jacob Chacko +1
As large language models (LLMs) are increasingly deployed in critical applications, ensuring their robustness and safety alignment remains a major challenge. Despite the overall su…
Adversarial Attack on Large Language Models using Exponentiated Gradient Descent
Sajib Biswas, Mao Nishino, Samuel Jacob Chacko +1
As Large Language Models (LLMs) are widely used, understanding them systematically is key to improving their safety and realizing their full potential. Although many models are ali…
Adversarial Attacks on Large Language Models Using Regularized Relaxation
Samuel Jacob Chacko, Sajib Biswas, Chashi Mahiul Islam +2
As powerful Large Language Models (LLMs) are now widely used for numerous practical applications, their safety is of critical importance. While alignment techniques have significan…