Alternatives and similar repositories for ADR

Users that are interested in ADR are comparing it to the libraries listed below

• LogIntelligence / LogADEmpirical
  Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)
  ☆210Updated 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 / NeuralLog
  Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
  ☆138Updated 2 years ago
• nailo2c / deeplog
  PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"
  ☆98Updated 5 months ago
• hanxiao0607 / LogTAD
  LogTAD: Unsupervised Cross-system Log Anomaly Detection via Domain Adaptation (CIKM 2021)
  ☆28Updated 3 months ago
• tigerFF / Log2vec
  Log2vec: A Heterogeneous Graph Embedding Based Approach for Detecting Cyber Threats within Enterprise
  ☆30Updated 4 years ago
• BEbillionaireUSD / Hades
  ☆20Updated last year
• PerfectZyx / LogAnomaly
  Log-based anomaly detection
  ☆12Updated 5 months 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
• yul091 / GraphLogAD
  Codebase for the ICKG 2023 paper: "GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection".
  ☆22Updated last year
• HC-Guo / LogFormer
  [AAAI 2024] LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection
  ☆49Updated last year
• LogIntelligence / LogPPT
  Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)
  ☆68Updated 3 months ago
• ZhongLIFR / Logs2Graph
  Short paper published in ICSE'24
  ☆27Updated last month
• IntelligentDDS / SwissLog
  The implementation of SwissLog in ISSRE'20 and TDSC'22
  ☆57Updated 2 years ago
• Mason0629 / RobustLog
  Robust Log-Based Anomaly Detection on Unstable Log Data
  ☆20Updated 5 years ago
• Thijsvanede / DeepLog
  PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning
  ☆262Updated last year
• njustbdag / MLog
  Log anomaly detection based on MogrifierLSTM + CNN
  ☆13Updated 3 years ago
• guanwei49 / LogLLM
  LogLLM: Log-based Anomaly Detection Using Large Language Models (system log anomaly detection)
  ☆151Updated last week
• WanhaoZhang / LogRAG
  Code for the ISSRE-2024 Research Track paper: Leveraging RAG-Enhanced Large Language Model for Semi-Supervised Log Anomaly Detection
  ☆25Updated last year
• HelenGuohx / logbert
  log anomaly detection via BERT
  ☆327Updated last year
• BoxiYu / LightAD
  A toolkit for Light Log Anomaly Detection [ICSE'24]
  ☆21Updated 9 months ago
• dongtsi / DeepAID
  Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)
  ☆73Updated 4 years ago
• nulog / nulog
  "Self-supervised Log Parsing" submitted for review at ECML-PKDD 2020
  ☆59Updated 2 years ago
• wzwtrevor / Multi-Scale-One-Class-Recurrent-Neural-Networks
  Code for KDD 2021 paper "Multi-Scale One-Class Recurrent Neural Networks \\for Discrete Event Sequence Anomaly Detection"
  ☆18Updated 4 years ago
• dongtsi / OWAD
  Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).
  ☆73Updated 8 months ago
• George730 / E-ResGAT
  The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.
  ☆75Updated 4 years ago
• logpai / deep-loglizer
  A deep learning toolkit for log-based anomaly detection
  ☆256Updated 2 years ago
• ait-aecid / anomaly-detection-log-datasets
  Analysis scripts for log data sets used in anomaly detection.
  ☆80Updated last month
• LeaperOvO / KnowLog
  ☆45Updated 2 years ago
• WangXuhongCN / OCGNN
  my implement of my paper
  ☆66Updated 4 years ago