Alternatives and similar repositories for Log-Analysis-for-Anomaly-Detection

Users that are interested in Log-Analysis-for-Anomaly-Detection are comparing it to the libraries listed below

• Mason0629 / RobustLog
  Robust Log-Based Anomaly Detection on Unstable Log Data
  ☆20Updated 5 years ago
• nailo2c / deeplog
  PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"
  ☆98Updated 5 months ago
• LogIntelligence / NeuralLog
  Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
  ☆138Updated 2 years ago
• WraySmith / log-anomaly
  Log anomaly detection model using a CNN with TF-IDF and sliding window feature extraction.
  ☆52Updated 4 years ago
• Thijsvanede / DeepLog
  PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning
  ☆262Updated last year
• LeonYang95 / PLELog
  Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.
  ☆80Updated 2 years ago
• LogIntelligence / LogADEmpirical
  Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)
  ☆210Updated last year
• Thijsvanede / DeepCASE
  Original implementation and resources of DeepCASE as in the S&P '22 paper
  ☆98Updated 2 years ago
• d0ng1ee / logdeep
  log anomaly detection toolkit including DeepLog
  ☆451Updated 5 years ago
• wuyifan18 / DeepLog
  Pytorch Implementation of DeepLog.
  ☆410Updated last year
• njustbdag / MLog
  Log anomaly detection based on MogrifierLSTM + CNN
  ☆13Updated 3 years ago
• autumn0409 / Log-based-Anomaly-Detection-System
  The final project of deep learning and practice (summer 2020) in NCTU.
  ☆27Updated 3 years ago
• arunbaruah / Anomaly_Detection_Transformer
  Anomaly detection from OS logs using Transformers implemented with Pytorch.
  ☆20Updated 4 years ago
• logtransfergit / LogTransfer
  ☆18Updated 6 years ago
• rubiruchi / Insider-Threat-and-Anomaly-Detection-from-User-Activities
  Anomaly detection in network traffic and event logs using deep learning (w/ Pytorch)
  ☆73Updated 6 years ago
• LeonYang95 / SemPCA
  Artifact of TOSEM accepted paper: "Try with Simpler - An Evaluation of Improved PCA in Log-based Anomaly Detection."
  ☆13Updated 2 years ago
• YifeiLin0226 / FastLogAD
  Official implementation of "FastLogAD: Log Anomaly Detection with Mask-Guided Pseudo Anomaly Generation and Discrimination"
  ☆10Updated last year
• ait-aecid / aecid-alert-aggregation
  A method for grouping, clustering, and merging semi-structured alerts
  ☆24Updated last year
• ait-aecid / anomaly-detection-log-datasets
  Analysis scripts for log data sets used in anomaly detection.
  ☆80Updated last month
• logpai / deep-loglizer
  A deep learning toolkit for log-based anomaly detection
  ☆254Updated 2 years ago
• mooselab / suppmaterial-LogRepForAnomalyDetection
  Supplementary materials for paper "On the Effectiveness of Log Representation for Log-based Anomaly Detection"
  ☆12Updated 2 years ago
• HelenGuohx / logbert
  log anomaly detection via BERT
  ☆324Updated last year
• qinjr / HERCULE
  A naive implementation of HERCULE, an attack story reconstruction system using community discovery on correlated log graph
  ☆15Updated 8 years ago
• PerfectZyx / LogAnomaly
  Log-based anomaly detection
  ☆12Updated 5 months ago
• saucer-man / Dlog
  Host log detection based on deep learning 基于LSTM神经网络模型的日志异常检测
  ☆92Updated 3 years ago
• ACANETS / NetML-Competition2020
  ☆25Updated 2 years ago
• ymirsky / KitNET-py
  KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.
  ☆248Updated last year
• slrbl / Intrusion-and-anomaly-detection-with-machine-learning
  Machine learning algorithms applied on log analysis to detect intrusions and suspicious activities.
  ☆164Updated last month
• abdelmageed95 / Synthesis-of-Adversarial-DDos-Attacks-Using-Tabular-Generative-Adversarial-Networks
  Synthesis of Adversarial DDos Attacks Using Tabular Generative Adversarial Networks
  ☆10Updated 2 years ago
• crimson-unicorn / parsers
  ☆24Updated 4 years ago