Wayne-on-the-road / B-CITDLinks
code for Graph Intelligence Enhanced Bi-Channel Insider Threat Detection paper
☆13Updated 3 years ago
Alternatives and similar repositories for B-CITD
Users that are interested in B-CITD are comparing it to the libraries listed below
Sorting:
- Insider threat detection with heterogeneous graph in CERT dataset.☆27Updated 3 years ago
- Insider threat detection via bert☆22Updated 3 years ago
- ☆13Updated 2 years ago
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆73Updated 3 years ago
- Datasets used in the StreamSpot experiments☆61Updated 9 years ago
- SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records, Oakland'22☆82Updated 2 years ago
- Flash-IDS is an open-source system developed by the DART Laboratory for advanced intrusion detection using provenance graph representatio…☆84Updated last year
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆33Updated last year
- ☆120Updated 2 years ago
- Log2vec: A Heterogeneous Graph Embedding Based Approach for Detecting Cyber Threats within Enterprise☆30Updated 3 years ago
- ☆15Updated 6 years ago
- ☆97Updated 2 years ago
- ☆58Updated last year
- ☆74Updated 7 months ago
- AttacKG: Constructing Knowledge-enhanced Attack Graphs from Cyber Threat Intelligence Reports☆167Updated 2 years ago
- ☆12Updated 4 years ago
- Have fun with audit log analysis :)☆152Updated last year
- ☆26Updated 2 months ago
- Codes and data for USENIX Security 24 paper "MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning"☆119Updated 11 months ago
- The project “Behavioral Based Insider Threat Detection” leverages Deep learning to identify insider threats through user behavior and acc…☆11Updated 2 years ago
- Code for labeling malicious powershell events in the fiveeyes Darpa OPTC dataset☆11Updated 2 years ago
- Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).☆72Updated 6 months ago
- ☆15Updated 4 years ago
- ATLAS: A Sequence-based Learning Approach for Attack Investigation☆168Updated 3 years ago
- Anomaly detection in network traffic and event logs using deep learning (w/ Pytorch)☆71Updated 6 years ago
- Usenix Security'23☆16Updated 2 years ago
- [S&P 2024] Understanding and Bridging the Gap Between Unsupervised Network Representation Learning and Security Analytics.☆16Updated 5 months ago
- ☆24Updated 4 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
- ☆83Updated 2 years ago