FDUDSDE / MAGICLinks
Codes and data for USENIX Security 24 paper "MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning"
☆117Updated 10 months ago
Alternatives and similar repositories for MAGIC
Users that are interested in MAGIC are comparing it to the libraries listed below
Sorting:
- ☆91Updated 2 years ago
- ☆119Updated 2 years ago
- Flash-IDS is an open-source system developed by the DART Laboratory for advanced intrusion detection using provenance graph representatio…☆80Updated last year
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆71Updated 3 years ago
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆33Updated last year
- SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records, Oakland'22☆82Updated 2 years ago
- Instructions and tools to use data from engagement 5 of Darpa Transparent Computing Program☆25Updated 4 years ago
- ATLAS: A Sequence-based Learning Approach for Attack Investigation☆167Updated 3 years ago
- ☆73Updated 6 months ago
- ☆20Updated 4 years ago
- ☆18Updated last year
- Datasets used in the StreamSpot experiments☆61Updated 9 years ago
- ☆24Updated 2 months ago
- ☆58Updated last year
- 基于溯源图的入侵/威胁检测相关论文及阅读笔记☆24Updated last year
- ☆15Updated 6 years ago
- ☆26Updated 3 years ago
- Code for labeling malicious powershell events in the fiveeyes Darpa OPTC dataset☆11Updated 2 years ago
- Some personal work on DARPA TC engagement5☆18Updated 2 years ago
- Have fun with audit log analysis :)☆152Updated last year
- The repository implement the LMTracker model based on paper: LMTracker: Lateral movement path detection based on heterogeneous graph embe…☆16Updated 2 years ago
- ☆31Updated 7 months ago
- Usenix Security'23☆16Updated 2 years ago
- Orthrus PIDS (USENIX Sec'25) official code☆21Updated 3 months ago
- ☆12Updated 4 years ago
- ☆24Updated 4 years ago
- [S&P 2024] Understanding and Bridging the Gap Between Unsupervised Network Representation Learning and Security Analytics.☆16Updated 4 months ago
- A naive implementation of HERCULE, an attack story reconstruction system using community discovery on correlated log graph☆15Updated 8 years ago
- Log2vec: A Heterogeneous Graph Embedding Based Approach for Detecting Cyber Threats within Enterprise☆30Updated 3 years ago
- A PyTorch implementation of of E-GraphSAGE.☆90Updated 3 years ago