Challenges of Log Analysis

RAGLog: Log Anomaly Detection using Retrieval Augmented Generation

Authors: Jonathan Pan, Swee Liang Wong, Yidi Yuan | Published: 2023-11-09
Clustering methods
Class Imbalance
Challenges of Log Analysis
2023.11.09 2025.05.28
Literature Database

IsoEx: an explainable unsupervised approach to process event logs cyber investigation

Authors: Pierre Lavieille, Ismail Alaoui Hassani Atlas | Published: 2023-06-07 | Updated: 2023-07-21
Algorithm
Challenges of Log Analysis
Feature Extraction Method
2023.06.07 2025.05.28
Literature Database

ESAFE: Enterprise Security and Forensics at Scale

Authors: Bernard McShea, Kevin Wright, Denley Lam, Steve Schmidt, Anna Choromanska, Devansh Bisla, Shihong Fang, Alireza Sarmadi, Prashanth Krishnamurthy, Farshad Khorrami | Published: 2021-12-08
Data-Driven Clustering
Challenges of Log Analysis
Threat modeling
2021.12.08 2025.05.28
Literature Database