Flash-IDS is an open-source system developed by the DART Laboratory for advanced intrusion detection using provenance graph representation learning. It implements the techniques presented in our IEEE S&P 2024 paper, "FLASH: A Comprehensive Approach to Intrusion Detection via Provenance Graph Representation Learning.
☆14May 15, 2024Updated 2 years ago
Alternatives and similar repositories for Flash-IDS
Users that are interested in Flash-IDS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆126Aug 23, 2023Updated 3 years ago
- ☆135Updated this week
- Codes and data for USENIX Security 24 paper "MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning"☆154Oct 24, 2024Updated last year
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆78Jul 8, 2022Updated 4 years ago
- ☆88Feb 24, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code for labeling malicious powershell events in the fiveeyes Darpa OPTC dataset☆12Jun 22, 2023Updated 3 years ago
- Orthrus PIDS (USENIX Sec'25) official code☆49May 11, 2026Updated 4 months ago
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆36Aug 18, 2024Updated 2 years ago
- Datasets used in the StreamSpot experiments☆69Feb 18, 2016Updated 10 years ago
- A framework for building provenance-based intrusion detection systems with neural networks (KDD'26, USENIX Sec'25)☆138Oct 2, 2026Updated last week
- ☆19Nov 27, 2023Updated 2 years ago
- Have fun with audit log analysis :)☆155May 5, 2024Updated 2 years ago
- OCR-APT: Reconstructing APT Stories through Subgraph Anomaly Detection and LLMs.☆48Sep 10, 2026Updated 3 weeks ago
- SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records, Oakland'22☆85Jun 6, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [S&P 2024] Understanding and Bridging the Gap Between Unsupervised Network Representation Learning and Security Analytics.☆21Apr 25, 2025Updated last year
- ATLAS: A Sequence-based Learning Approach for Attack Investigation☆178Sep 3, 2022Updated 4 years ago
- Instructions and tools to use data from engagement 5 of Darpa Transparent Computing Program☆27Aug 13, 2021Updated 5 years ago
- 基于溯源图的入侵/威胁检测相关论文及阅读笔记☆30Nov 30, 2023Updated 2 years ago
- Material from the DARPA Transparent Computing Program☆246Apr 29, 2020Updated 6 years ago
- Usenix Security'23☆16Feb 14, 2023Updated 3 years ago
- ☆22Oct 31, 2020Updated 5 years ago
- eAudit suite for recording provenance-related system calls on Linux☆20May 20, 2026Updated 4 months ago
- 该资源是各种溯源图相关的论文和资源总结(含PPT),涉及APT攻击检测、入侵检测、流量日志检测、系统安全等领域,希望对大家有所帮助~☆170Oct 26, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- MEGR-APT: A Memory-Efficient APT Hunting System Based on Attack Representation Learning☆65Aug 26, 2025Updated last year
- ☆16Mar 31, 2019Updated 7 years ago
- ☆40Jul 21, 2025Updated last year
- ☆12Jun 11, 2021Updated 5 years ago
- ☆28Dec 10, 2021Updated 4 years ago
- Core streaming heterogeneous graph clustering and anomaly detection code (KDD 2016)☆42Apr 23, 2020Updated 6 years ago
- ☆15Nov 29, 2020Updated 5 years ago
- ☆62Nov 6, 2023Updated 2 years ago
- ☆16Sep 10, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The repository implement the LMTracker model based on paper: LMTracker: Lateral movement path detection based on heterogeneous graph embe…☆17Jul 12, 2023Updated 3 years ago
- ☆85Mar 29, 2023Updated 3 years ago
- Code for IEEE ICDM 23 PREM: A Simple Yet Effective Approach for Node-Level Graph Anomaly Detection☆13May 9, 2024Updated 2 years ago
- Code for the ISSRE-2024 Research Track paper: Leveraging RAG-Enhanced Large Language Model for Semi-Supervised Log Anomaly Detection☆33Aug 26, 2024Updated 2 years ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆16Jul 31, 2024Updated 2 years ago
- ☆20Apr 24, 2025Updated last year
- A Graph Neural Network-based Intrusion Detection System☆38Aug 12, 2024Updated 2 years ago