tigerFF / Log2vec
Log2vec: A Heterogeneous Graph Embedding Based Approach for Detecting Cyber Threats within Enterprise
☆25Updated 3 years ago
Alternatives and similar repositories for Log2vec:
Users that are interested in Log2vec are comparing it to the libraries listed below
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆66Updated 2 years ago
- Datasets used in the StreamSpot experiments☆61Updated 9 years ago
- ☆52Updated last year
- The repository implement the LMTracker model based on paper: LMTracker: Lateral movement path detection based on heterogeneous graph embe…☆16Updated last year
- ☆22Updated 3 years ago
- Flash-IDS is an open-source system developed by the DART Laboratory for advanced intrusion detection using provenance graph representatio…☆62Updated 11 months ago
- Code for labeling malicious powershell events in the fiveeyes Darpa OPTC dataset☆10Updated last year
- ☆12Updated 3 years ago
- ☆18Updated 4 years ago
- Codes and data for USENIX Security 24 paper "MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning"☆98Updated 5 months ago
- SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records, Oakland'22☆80Updated last year
- ☆14Updated 6 years ago
- Public Arena dataset☆12Updated 2 years ago
- ☆79Updated last year
- Codebase for the ICKG 2023 paper: "GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection".☆19Updated last year
- ☆107Updated last year
- ☆26Updated 2 months ago
- Instructions and tools to use data from engagement 5 of Darpa Transparent Computing Program☆23Updated 3 years ago
- Feature extraction for CERT insider threat test dataset☆90Updated 6 months ago
- A toolkit for Light Log Anomaly Detection [ICSE'24]☆18Updated last month
- ☆23Updated 3 years ago
- 基于溯源图的入侵/威胁检测相关论文及阅读笔记☆19Updated last year
- ☆14Updated 5 months ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆71Updated 3 years ago
- ☆17Updated last year
- ☆65Updated last month
- Code for the ISSRE-2024 Research Track paper: Leveraging RAG-Enhanced Large Language Model for Semi-Supervised Log Anomaly Detection☆10Updated 7 months ago
- ☆17Updated last month
- A PyTorch implementation of of Anomal-E.☆33Updated 2 years ago
- ☆18Updated last year