Alternatives and similar repositories for LightAD

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

• logpai / loghub-2.0
  A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]
  ☆110Updated 9 months ago
• BEbillionaireUSD / Hades
  ☆15Updated 6 months ago
• LeonYang95 / PLELog
  Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.
  ☆75Updated 2 years ago
• LogIntelligence / LogPPT
  Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)
  ☆61Updated last week
• HC-Guo / LogFormer
  [AAAI 2024] LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection
  ☆42Updated last year
• logpai / AutoLog
  AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]
  ☆39Updated last year
• WanhaoZhang / LogRAG
  Code for the ISSRE-2024 Research Track paper: Leveraging RAG-Enhanced Large Language Model for Semi-Supervised Log Anomaly Detection
  ☆13Updated 9 months ago
• mooselab / suppmaterial-LogRepForAnomalyDetection
  Supplementary materials for paper "On the Effectiveness of Log Representation for Log-based Anomaly Detection"
  ☆10Updated last year
• ginolzh / Variable_Aware_Log_Abstraction
  ☆9Updated last year
• gaiusyu / Brain
  Brain: Log Parsing with Bidirectional Parallel Tree
  ☆33Updated last week
• ZhongLIFR / Logs2Graph
  ☆20Updated last year
• tigerFF / Log2vec
  Log2vec: A Heterogeneous Graph Embedding Based Approach for Detecting Cyber Threats within Enterprise
  ☆27Updated 3 years ago
• LogIntelligence / NeuralLog
  Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
  ☆131Updated last year
• Siyuexi / Hue
  [ESEC/FSE'23] Hue: A User-Adaptive Parser for Hybrid Logs
  ☆10Updated last year
• PerfectZyx / LogAnomaly
  Log-based anomaly detection
  ☆12Updated 3 years ago
• ait-aecid / anomaly-detection-log-datasets
  Analysis scripts for log data sets used in anomaly detection.
  ☆70Updated 10 months ago
• LogIntelligence / LogADEmpirical
  Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)
  ☆195Updated 8 months ago
• qyjcode / deepsyslog
  ☆14Updated 2 years ago
• nailo2c / deeplog
  PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"
  ☆90Updated 2 months ago
• YintongHuo / SemParser
  ☆18Updated last year
• logpai / hybridlogparser
  A toolkit for hybrid log parsing
  ☆18Updated last year
• nokia / LogGPT
  ☆41Updated last year
• hanxiao0607 / LogTAD
  LogTAD: Unsupervised Cross-system Log Anomaly Detection via Domain Adaptation (CIKM 2021)
  ☆28Updated 2 months ago
• dhl123 / Airtag-2023
  ☆27Updated 4 months ago
• dongtsi / OWAD
  Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).
  ☆68Updated 2 months ago
• IntelligentDDS / SwissLog
  The implementation of SwissLog in ISSRE'20 and TDSC'22
  ☆55Updated 2 years ago
• gaiusyu / Semlog
  Self-Supervised Log Parsing Using Semantic Contribution Difference
  ☆19Updated last year
• FudanSELab / DeepTraLog
  ☆33Updated 3 years ago
• IntelligentDDS / Nezha
  The implementation of multimodal observability data root cause analysis approach Nezha in FSE 2023
  ☆52Updated 2 weeks ago
• ubc-provenance / kairos
  ☆82Updated last year