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.
☆11May 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:
- ☆123Aug 23, 2023Updated 2 years ago
- ☆136May 3, 2023Updated 3 years ago
- 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
- 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.
- Code for labeling malicious powershell events in the fiveeyes Darpa OPTC dataset☆12Jun 22, 2023Updated 3 years ago
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆36Aug 18, 2024Updated last year
- Datasets used in the StreamSpot experiments☆68Feb 18, 2016Updated 10 years ago
- A framework for building provenance-based intrusion detection systems with neural networks (KDD'26, USENIX Sec'25)☆127Jul 30, 2026Updated last week
- ☆19Nov 27, 2023Updated 2 years ago
- Have fun with audit log analysis :)☆156May 5, 2024Updated 2 years ago
- OCR-APT: Reconstructing APT Stories through Subgraph Anomaly Detection and LLMs.☆46Feb 3, 2026Updated 6 months ago
- SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records, Oakland'22☆87Jun 6, 2023Updated 3 years ago
- [S&P 2024] Understanding and Bridging the Gap Between Unsupervised Network Representation Learning and Security Analytics.☆21Apr 25, 2025Updated last year
- 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.
- ☆146Jun 17, 2020Updated 6 years ago
- ATLAS: A Sequence-based Learning Approach for Attack Investigation☆178Sep 3, 2022Updated 3 years ago
- Implementation of the paper: "Anomaly Detection in Continuous-Time Temporal Provenance Graphs". The code follows the CTDG framework https…☆23Nov 22, 2023Updated 2 years ago
- Instructions and tools to use data from engagement 5 of Darpa Transparent Computing Program☆27Aug 13, 2021Updated 4 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☆244Apr 29, 2020Updated 6 years ago
- Usenix Security'23☆15Feb 14, 2023Updated 3 years ago
- ☆21Oct 31, 2020Updated 5 years ago
- eAudit suite for recording provenance-related system calls on Linux☆20May 20, 2026Updated 2 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 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
- MEGR-APT: A Memory-Efficient APT Hunting System Based on Attack Representation Learning☆65Aug 26, 2025Updated 11 months ago
- ☆16Mar 31, 2019Updated 7 years ago
- ☆40Jul 21, 2025Updated last year
- ☆12Jun 11, 2021Updated 5 years ago
- ☆29Dec 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
- ☆64Nov 6, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The repository implement the LMTracker model based on paper: LMTracker: Lateral movement path detection based on heterogeneous graph embe…☆18Jul 12, 2023Updated 3 years ago
- Code for the ISSRE-2024 Research Track paper: Leveraging RAG-Enhanced Large Language Model for Semi-Supervised Log Anomaly Detection☆31Aug 26, 2024Updated last year
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆15Jul 31, 2024Updated 2 years ago
- A Graph Neural Network-based Intrusion Detection System☆38Aug 12, 2024Updated last year
- Codes for paper "An Embedding Approach to Anomaly Detection."☆13Dec 13, 2018Updated 7 years ago
- A PyTorch implementation of of Anomal-E.☆46Dec 16, 2022Updated 3 years ago
- PIKACHU: Temporal Walk Based Dynamic Graph Embedding for Network Anomaly Detection☆18Apr 19, 2023Updated 3 years ago