Table 17 Ablation study of CoLog. Seq and Sem denote sequence and semantic, respectively. Also, CT, MHIA, MAL, and BL denote collaborative transformer, multi-head impressed attention, modality adaptation layer, and balancing layer.

From: A unified framework for detecting point and collective anomalies in operating system logs via collaborative transformers