3 papers
cs.CR2025
Can Transformer Memory Be Corrupted? Investigating Cache-Side Vulnerabilities in Large Language Models
Elias Hossain, Swayamjit Saha, Somshubhra Roy +1
Even when prompts and parameters are secured, transformer language models remain vulnerable because their key-value (KV) cache during inference constitutes an overlooked attack sur…
cs.CL2025
Knowledge-Aware Self-Correction in Language Models via Structured Memory Graphs
Swayamjit Saha
Large Language Models (LLMs) are powerful yet prone to generating factual errors, commonly referred to as hallucinations. We present a lightweight, interpretable framework for know…
cs.LG2020
Comprehensive forecasting based analysis using stacked stateless and stateful Gated Recurrent Unit models
Swayamjit Saha, Niladri Majumder, Devansh Sangani
Photovoltaic power is a renewable source of energy which is highly used in industries. In economically struggling countries it can be a potential source of electric energy as other…