tigerFF / Log2vecLinks
Log2vec: A Heterogeneous Graph Embedding Based Approach for Detecting Cyber Threats within Enterprise
☆28Updated 3 years ago
Alternatives and similar repositories for Log2vec
Users that are interested in Log2vec are comparing it to the libraries listed below
Sorting:
- Datasets used in the StreamSpot experiments☆61Updated 9 years ago
- ☆56Updated last year
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆69Updated 3 years ago
- Codes and data for USENIX Security 24 paper "MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning"☆114Updated 9 months ago
- Flash-IDS is an open-source system developed by the DART Laboratory for advanced intrusion detection using provenance graph representatio…☆76Updated last year
- ☆117Updated 2 years ago
- SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records, Oakland'22☆82Updated 2 years ago
- The repository implement the LMTracker model based on paper: LMTracker: Lateral movement path detection based on heterogeneous graph embe…☆16Updated 2 years ago
- ☆24Updated 4 years ago
- ☆19Updated 4 years ago
- ☆89Updated last year
- ATLAS: A Sequence-based Learning Approach for Attack Investigation☆165Updated 2 years ago
- ☆12Updated 4 years ago
- ☆15Updated 6 years ago
- The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.☆69Updated 3 years ago
- Implementation of the paper: "Anomaly Detection in Continuous-Time Temporal Provenance Graphs". The code follows the CTDG framework https…☆18Updated last year
- Code for labeling malicious powershell events in the fiveeyes Darpa OPTC dataset☆11Updated 2 years ago
- Public Arena dataset☆13Updated 3 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆73Updated 3 years ago
- ☆25Updated 3 years ago
- ☆71Updated 5 months ago
- Feature extraction for CERT insider threat test dataset☆97Updated 10 months ago
- A PyTorch implementation of of Anomal-E.☆34Updated 2 years ago
- Have fun with audit log analysis :)☆154Updated last year
- ☆47Updated 3 years ago
- ☆18Updated last year
- A PyTorch implementation of of E-GraphSAGE.☆88Updated 3 years ago
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆33Updated 11 months ago
- KRYSTAL: Knowledge Graph-based Framework for Tactical Attack Discovery in Audit Data☆35Updated last year
- ☆31Updated 6 months ago