Abstract: Out-of-distribution (OOD) detection presents a significant challenge in deploying pattern recognition and machine learning models, as they frequently fail to generalize to data from unseen ...

DCI lets AI agents search raw files with grep and bash instead of embeddings — boosting accuracy 11 points and cutting ...

Abstract: Pattern matching algorithms are widely used in fields such as traffic classification and management, user behavior analysis, and more. The increasingly large and complex network traffic ...