2 papers
cs.CR2026
Transient Turn Injection: Exposing Stateless Multi-Turn Vulnerabilities in Large Language Models
Naheed Rayhan, Sohely Jahan
Large language models (LLMs) are increasingly integrated into sensitive workflows, raising the stakes for adversarial robustness and safety. This paper introduces Transient Turn In…
cs.CL2025
LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge
Naheed Rayhan, Md. Ashrafuzzaman
Large Language Models (LLMs), such as ChatGPT, have demonstrated the capability to generate human like, natural responses across a range of tasks, including task oriented dialogue…