2 papers
cs.CR2026
DP-FlogTinyLLM: Differentially private federated log anomaly detection using Tiny LLMs
Isaiah Thompson, Tanmay Sen, Ritwik Bhattacharya
Modern distributed systems generate massive volumes of log data that are critical for detecting anomalies and cyber threats. However, in real world settings, these logs are often d…
cs.LG2025
LogTinyLLM: Tiny Large Language Models Based Contextual Log Anomaly Detection
Isaiah Thompson Ocansey, Ritwik Bhattacharya, Tanmay Sen
Log anomaly detection using traditional rule based or deep learning based methods is often challenging due to the large volume and highly complex nature of log sequence. So effecti…