gaiusyu / Brain

Related projects ⓘ

Alternatives and complementary repositories for Brain

• gaiusyu / Semlog
  Self-Supervised Log Parsing Using Semantic Contribution Difference
  ☆17Updated last year
• LogIntelligence / LogPPT
  Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)
  ☆58Updated last week
• logpai / loghub-2.0
  A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]
  ☆76Updated 3 months ago
• Siyuexi / Hue
  [ESEC/FSE'23] Hue: A User-Adaptive Parser for Hybrid Logs
  ☆10Updated last year
• ginolzh / Variable_Aware_Log_Abstraction
  ☆8Updated last year
• logpai / hybridlogparser
  A toolkit for hybrid log parsing
  ☆17Updated last year
• logpai / AutoLog
  AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]
  ☆38Updated 9 months ago
• BEbillionaireUSD / Hades
  ☆12Updated last week
• YintongHuo / SemParser
  ☆18Updated last year
• FudanSELab / DeepTraLog
  ☆28Updated 2 years ago
• BoxiYu / LightAD
  A toolkit for Light Log Anomaly Detection [ICSE'24]
  ☆16Updated 10 months ago
• IntelligentDDS / SwissLog
  The implementation of SwissLog in ISSRE'20 and TDSC'22
  ☆50Updated last year
• BlueLionLogram / Logram
  Efficient Log Parsing Using n-Gram Dictionaries
  ☆37Updated 2 years ago
• LeonYang95 / PLELog
  Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.
  ☆70Updated last year
• IntelligentDDS / Nezha
  The implementation of multimodal observability data root cause analysis approach Nezha in FSE 2023
  ☆31Updated 5 months ago
• logpai / logzip
  An optimized log compression tool via iterative clustering [ASE'19]
  ☆54Updated 5 years ago
• nailo2c / deeplog
  PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"
  ☆79Updated 3 months ago
• LogIntelligence / NeuralLog
  Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
  ☆110Updated last year
• ZhongLIFR / Logs2Graph
  ☆15Updated 9 months ago
• FSEwork / SCWarn
  ☆15Updated 3 years ago
• LogIntelligence / LogADEmpirical
  Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)
  ☆167Updated last month
• tigerFF / Log2vec
  Log2vec: A Heterogeneous Graph Embedding Based Approach for Detecting Cyber Threats within Enterprise
  ☆23Updated 3 years ago
• HC-Guo / LogFormer
  [AAAI 2024] LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection
  ☆28Updated 5 months ago
• mooselab / suppmaterial-LogRepForAnomalyDetection
  Supplementary materials for paper "On the Effectiveness of Log Representation for Log-based Anomaly Detection"
  ☆10Updated 11 months ago
• dongtsi / OWAD
  Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).
  ☆62Updated last year
• nulog / nulog
  "Self-supervised Log Parsing" submitted for review at ECML-PKDD 2020
  ☆54Updated last year
• logpai / LILAC
  LILAC: Log Parsing using LLMs with Adaptive Parsing Cache [FSE'24]
  ☆35Updated 9 months ago
• LogIntelligence / PreLog
  Code for "Pre-training with Contrastive Learning for Unified Log Analytics"
  ☆11Updated 10 months ago
• hanxiao0607 / LogTAD
  LogTAD: Unsupervised Cross-system Log Anomaly Detection via Domain Adaptation (CIKM 2021)
  ☆27Updated last year
• IntelligentDDS / LogShrink
  LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data [ICSE'24 early]
  ☆15Updated last year