tigerFF / Log2vecLinks
Log2vec: A Heterogeneous Graph Embedding Based Approach for Detecting Cyber Threats within Enterprise
☆29Updated 4 years ago
Alternatives and similar repositories for Log2vec
Users that are interested in Log2vec are comparing it to the libraries listed below
Sorting:
- ☆58Updated 2 years ago
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆78Updated 3 years ago
- ☆12Updated 4 years ago
- Datasets used in the StreamSpot experiments☆66Updated 9 years ago
- Codes and data for USENIX Security 24 paper "MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning"☆131Updated last year
- ☆102Updated 2 years ago
- SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records, Oakland'22☆83Updated 2 years ago
- Code for labeling malicious powershell events in the fiveeyes Darpa OPTC dataset☆12Updated 2 years ago
- ☆14Updated 6 years ago
- Flash-IDS is an open-source system developed by the DART Laboratory for advanced intrusion detection using provenance graph representatio…☆91Updated last year
- ☆25Updated 4 years ago
- ☆123Updated 2 years ago
- The repository implement the LMTracker model based on paper: LMTracker: Lateral movement path detection based on heterogeneous graph embe…☆17Updated 2 years ago
- ☆20Updated 5 years ago
- Feature extraction for CERT insider threat test dataset☆106Updated last year
- ATLAS: A Sequence-based Learning Approach for Attack Investigation☆176Updated 3 years ago
- Public Arena dataset☆14Updated 3 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 4 years ago
- The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.☆77Updated 4 years ago
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆35Updated last year
- Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).☆73Updated 10 months ago
- Have fun with audit log analysis :)☆153Updated last year
- ☆20Updated 2 years ago
- ☆85Updated 11 months ago
- ☆31Updated last year
- Code for the ISSRE-2024 Research Track paper: Leveraging RAG-Enhanced Large Language Model for Semi-Supervised Log Anomaly Detection☆26Updated last year
- ☆53Updated 4 years ago
- Original implementation and resources of DeepCASE as in the S&P '22 paper☆98Updated 2 years ago
- ☆27Updated 4 years ago
- A PyTorch implementation of of Anomal-E.☆40Updated 3 years ago