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.
☆91May 15, 2024Updated last year
Alternatives and similar repositories for Flash-IDS
Users that are interested in Flash-IDS are comparing it to the libraries listed below
Sorting:
- ☆102Aug 23, 2023Updated 2 years ago
- ☆123May 3, 2023Updated 2 years ago
- Codes and data for USENIX Security 24 paper "MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning"☆133Oct 24, 2024Updated last year
- APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning☆78Jul 8, 2022Updated 3 years ago
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆35Aug 18, 2024Updated last year
- ☆86Feb 24, 2025Updated last year
- Code for labeling malicious powershell events in the fiveeyes Darpa OPTC dataset☆12Jun 22, 2023Updated 2 years ago
- ☆19Nov 27, 2023Updated 2 years ago
- SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records, Oakland'22☆83Jun 6, 2023Updated 2 years ago
- ATLAS: A Sequence-based Learning Approach for Attack Investigation☆176Sep 3, 2022Updated 3 years ago
- Instructions and tools to use data from engagement 5 of Darpa Transparent Computing Program☆26Aug 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
- [S&P 2024] Understanding and Bridging the Gap Between Unsupervised Network Representation Learning and Security Analytics.☆17Apr 25, 2025Updated 10 months ago
- ☆132Jun 17, 2020Updated 5 years ago
- Material from the DARPA Transparent Computing Program☆227Apr 29, 2020Updated 5 years ago
- ☆20Oct 31, 2020Updated 5 years ago
- A framework for building provenance-based intrusion detection systems with neural networks☆73Feb 19, 2026Updated last week
- Orthrus PIDS (USENIX Sec'25) official code☆33Feb 11, 2026Updated 2 weeks ago
- Implementation of the paper: "Anomaly Detection in Continuous-Time Temporal Provenance Graphs". The code follows the CTDG framework https…☆21Nov 22, 2023Updated 2 years 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~☆168Oct 26, 2023Updated 2 years ago
- ☆27Dec 10, 2021Updated 4 years ago
- ☆14Mar 31, 2019Updated 6 years ago
- Core streaming heterogeneous graph clustering and anomaly detection code (KDD 2016)☆41Apr 23, 2020Updated 5 years ago
- ☆12Jun 11, 2021Updated 4 years ago
- eAudit suite for recording provenance-related system calls on Linux☆18Jan 16, 2026Updated last month
- Code for IEEE ICDM 23 PREM: A Simple Yet Effective Approach for Node-Level Graph Anomaly Detection☆13May 9, 2024Updated last year
- Code for the ISSRE-2024 Research Track paper: Leveraging RAG-Enhanced Large Language Model for Semi-Supervised Log Anomaly Detection☆28Aug 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 last year
- ☆32Jul 21, 2025Updated 7 months ago
- ☆86Mar 29, 2023Updated 2 years ago
- Some personal work on DARPA TC engagement5☆20Aug 7, 2023Updated 2 years ago
- ☆15Nov 29, 2020Updated 5 years ago
- The repository implement the LMTracker model based on paper: LMTracker: Lateral movement path detection based on heterogeneous graph embe…☆17Jul 12, 2023Updated 2 years ago
- A PyTorch implementation of of Anomal-E.☆41Dec 16, 2022Updated 3 years ago
- ☆13Sep 23, 2024Updated last year
- Official implementation of "FastLogAD: Log Anomaly Detection with Mask-Guided Pseudo Anomaly Generation and Discrimination"☆10Apr 17, 2024Updated last year
- SPADE: Support for Provenance Auditing in Distributed Environments☆191Jan 6, 2026Updated last month
- Extracting Attack Behavior from Threat Reports☆81Apr 28, 2023Updated 2 years ago
- ☆10Jun 23, 2022Updated 3 years ago