cgly / ITDBERT
Insider threat detection via bert
☆18Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for ITDBERT
- Insider threat detection with heterogeneous graph in CERT dataset.☆18Updated 2 years ago
- Feature extraction for CERT insider threat test dataset☆77Updated last month
- A method for grouping, clustering, and merging semi-structured alerts☆19Updated last week
- Public Arena dataset☆12Updated 2 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 last year
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆59Updated 2 years ago
- Anomaly detection in network traffic and event logs using deep learning (w/ Pytorch)☆58Updated 5 years ago
- The repository implement the LMTracker model based on paper: LMTracker: Lateral movement path detection based on heterogeneous graph embe…☆15Updated last year
- Log2vec: A Heterogeneous Graph Embedding Based Approach for Detecting Cyber Threats within Enterprise☆23Updated 3 years ago
- ☆12Updated 2 years ago
- Extracting Attack Behavior from Threat Reports☆75Updated last year
- KRYSTAL: Knowledge Graph-based Framework for Tactical Attack Discovery in Audit Data☆30Updated 7 months ago
- The project “Behavioral Based Insider Threat Detection” leverages Deep learning to identify insider threats through user behavior and acc…☆10Updated last year
- Original implementation and resources of DeepCASE as in the S&P '22 paper☆91Updated last year
- ☆20Updated 3 years ago
- A naive implementation of HERCULE, an attack story reconstruction system using community discovery on correlated log graph☆15Updated 7 years ago
- ☆20Updated 8 years ago
- Datasets used in the StreamSpot experiments☆51Updated 8 years ago
- Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).☆62Updated last year
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆26Updated 3 months ago
- Using Wasserstein Generative Adversarial Network to fool intrusion detection systems (IDS) into believing that malicious traffic is norma…☆50Updated last year
- Distributed intelligent malicious traffic detection system based on GAN☆17Updated 4 years ago
- ☆11Updated 3 years ago
- ☆23Updated 2 years ago
- ☆11Updated 5 years ago
- ☆16Updated 3 years ago
- [TDSC 2021] IntruSion alert-driven Attack Graph Extractor. https://ieeexplore.ieee.org/document/9557854☆33Updated 4 months ago
- ☆46Updated 6 months ago
- Scripts to generate and analyze the AIT alert data set (AIT-ADS)☆17Updated last month
- ☆35Updated last year