Chaofan-Z / InsiderThreatDetection
Insider threat detection with heterogeneous graph in CERT dataset.
☆18Updated 3 years ago
Alternatives and similar repositories for InsiderThreatDetection:
Users that are interested in InsiderThreatDetection are comparing it to the libraries listed below
- Insider threat detection via bert☆18Updated 3 years ago
- Cyber security issues are around the globe where data security is the major concern, one or the another company vulnerable to data leakag…☆9Updated 2 years ago
- Feature extraction for CERT insider threat test dataset☆84Updated 3 months ago
- ☆20Updated 8 years ago
- Anomaly detection in network traffic and event logs using deep learning (w/ Pytorch)☆61Updated 5 years ago
- The project “Behavioral Based Insider Threat Detection” leverages Deep learning to identify insider threats through user behavior and acc…☆11Updated last year
- Insider Threat Detection using Isolation Forest☆16Updated 6 years ago
- KRYSTAL: Knowledge Graph-based Framework for Tactical Attack Discovery in Audit Data☆31Updated 9 months ago
- Log2vec: A Heterogeneous Graph Embedding Based Approach for Detecting Cyber Threats within Enterprise☆25Updated 3 years ago
- Public Arena dataset☆12Updated 2 years ago
- Prototype development for Insider Threat Detection and Assessment tools☆8Updated 9 years ago
- A method for grouping, clustering, and merging semi-structured alerts☆22Updated 2 months ago
- Datasets used in the StreamSpot experiments☆55Updated 8 years ago
- The repository implement the LMTracker model based on paper: LMTracker: Lateral movement path detection based on heterogeneous graph embe…☆15Updated last year
- ☆98Updated 4 years ago
- ☆12Updated 3 years ago
- Scripts to generate and analyze the AIT alert data set (AIT-ADS)☆19Updated 3 months ago
- ☆21Updated 3 years ago
- Machine learning on knowledge graphs for context-aware security monitoring (data and model)☆17Updated 2 years ago
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆62Updated 2 years ago
- ☆13Updated 5 years ago
- ☆50Updated last year
- ☆11Updated 2 months ago
- Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).☆63Updated last year
- Original implementation and resources of DeepCASE as in the S&P '22 paper☆91Updated last year
- Extracting Attack Behavior from Threat Reports☆76Updated last year
- ☆54Updated 8 months ago
- ☆74Updated last year
- A framework for synthesizing lateral movement login data.☆22Updated 3 years ago
- Experimental ONLY: This consolidated data of scenario-2 of the US-CERT dataset for insider threats to be used with TF 2.0 and Keras☆20Updated 2 years ago