purseclab / ATLAS
ATLAS: A Sequence-based Learning Approach for Attack Investigation
☆149Updated 2 years ago
Alternatives and similar repositories for ATLAS:
Users that are interested in ATLAS are comparing it to the libraries listed below
- ☆102Updated last year
- ☆71Updated last year
- ☆58Updated 9 months ago
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆64Updated 2 years ago
- Datasets used in the StreamSpot experiments☆58Updated 9 years ago
- ☆19Updated 4 years ago
- Codes and data for USENIX Security 24 paper "MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning"☆87Updated 4 months 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☆22Updated 3 years ago
- Have fun with audit log analysis :)☆149Updated 9 months ago
- ☆63Updated last week
- ☆97Updated 4 years ago
- Material from the DARPA Transparent Computing Program☆190Updated 4 years ago
- ☆23Updated 3 years ago
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆29Updated 6 months ago
- ☆16Updated last week
- ☆23Updated 4 years ago
- Original implementation and resources of DeepCASE as in the S&P '22 paper☆91Updated last year
- KRYSTAL: Knowledge Graph-based Framework for Tactical Attack Discovery in Audit Data☆32Updated 10 months ago
- 基于溯源图的入侵/威胁检测相关论文及阅读笔记☆18Updated last year
- ☆13Updated 5 years ago
- Usenix Security'23☆14Updated 2 years ago
- ☆75Updated last year
- Some personal work on DARPA TC engagement5☆17Updated last year
- ☆50Updated last year
- ☆21Updated 3 years ago
- [TDSC 2021] IntruSion alert-driven Attack Graph Extractor. https://ieeexplore.ieee.org/document/9557854☆34Updated 8 months ago
- Code for labeling malicious powershell events in the fiveeyes Darpa OPTC dataset☆11Updated last year
- A naive implementation of HERCULE, an attack story reconstruction system using community discovery on correlated log graph☆15Updated 7 years ago
- GraphChi's C++ version. Big Data - small machine.☆16Updated 4 years ago