Thijsvanede / DeepCASE
Original implementation and resources of DeepCASE as in the S&P '22 paper
☆91Updated last year
Alternatives and similar repositories for DeepCASE:
Users that are interested in DeepCASE are comparing it to the libraries listed below
- ATLAS: A Sequence-based Learning Approach for Attack Investigation☆149Updated 2 years ago
- Material from the DARPA Transparent Computing Program☆187Updated 4 years ago
- [TDSC 2021] IntruSion alert-driven Attack Graph Extractor. https://ieeexplore.ieee.org/document/9557854☆33Updated 7 months ago
- ☆14Updated 3 years ago
- ☆20Updated 3 years ago
- Datasets used in the StreamSpot experiments☆56Updated 8 years ago
- ☆74Updated last year
- KRYSTAL: Knowledge Graph-based Framework for Tactical Attack Discovery in Audit Data☆31Updated 9 months ago
- ☆23Updated 3 years ago
- A naive implementation of HERCULE, an attack story reconstruction system using community discovery on correlated log graph☆15Updated 7 years ago
- SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records, Oakland'22☆79Updated last year
- Instructions and tools to use data from engagement 5 of Darpa Transparent Computing Program☆21Updated 3 years ago
- Have fun with audit log analysis :)☆148Updated 9 months ago
- Public Arena dataset☆12Updated 2 years ago
- A method for grouping, clustering, and merging semi-structured alerts☆22Updated 3 months ago
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆28Updated 5 months ago
- ☆67Updated last year
- ☆97Updated 4 years ago
- ☆99Updated last year
- ☆54Updated 9 months ago
- GraphChi's C++ version. Big Data - small machine.☆16Updated 4 years ago
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆62Updated 2 years ago
- Extracting Attack Behavior from Threat Reports☆76Updated last year
- ☆23Updated 4 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆71Updated 3 years ago
- ☆13Updated 5 years ago
- AttacKG: Constructing Knowledge-enhanced Attack Graphs from Cyber Threat Intelligence Reports☆147Updated last year
- ☆18Updated 4 years ago
- System traces dataset generation tool.☆12Updated 2 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆134Updated last year