AINeutralarXiv – CS AI · 18h ago6/10
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LogNEO: A GPT-Neo Reinforcement Learning Framework for Accurate Real-Time Log Anomaly Detection
Researchers introduce LogNEO, a machine learning framework using GPT-Neo fine-tuned with reinforcement learning to detect anomalies in system logs with state-of-the-art accuracy. The model achieves F1-scores exceeding 0.91 on major benchmarks while processing 15,000 events per second with 45ms latency, demonstrating practical viability for production infrastructure monitoring.