Language Models for Novelty Detection in System Call Traces

Quentin Fournier, Daniel Aloise, Leandro R. Costa

Due to the complexity of modern computer systems, novel and unexpected behaviors frequently occur. Such deviations are either normal occurrences, such as software updates and new u…