ait-aecid / kyoushi-environment
Scripts to deploy virtual testbed for log data analysis and anomaly detection.
☆21Updated last year
Alternatives and similar repositories for kyoushi-environment:
Users that are interested in kyoushi-environment are comparing it to the libraries listed below
- A method for grouping, clustering, and merging semi-structured alerts☆22Updated 2 months ago
- Scripts to generate and analyze the AIT alert data set (AIT-ADS)☆19Updated 3 months ago
- Machine learning on knowledge graphs for context-aware security monitoring (data and model)☆17Updated 2 years ago
- [TDSC 2021] IntruSion alert-driven Attack Graph Extractor. https://ieeexplore.ieee.org/document/9557854☆32Updated 6 months ago
- A framework for the Analysis of Intrusion Detection Alerts☆17Updated 3 years ago
- Coburg Intrusion Detection Data Sets☆48Updated 7 years ago
- Original implementation and resources of DeepCASE as in the S&P '22 paper☆90Updated last year
- This program allow you to extract some features from pcap files.☆38Updated last year
- Extracting Attack Behavior from Threat Reports☆76Updated last year
- SSH traffic analysis☆23Updated 5 years ago
- ☆49Updated last year
- ☆43Updated 3 years ago
- Datasets used in the StreamSpot experiments☆54Updated 8 years ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆17Updated 4 years ago
- Replication files for arXiv:1803.10769 Network Traffic Anomaly Detection Using Recurrent Neural Networks☆21Updated 6 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆71Updated 3 years ago
- Anomaly Detection on Time-Evolving Streams in Real-time. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.☆116Updated last year
- AttacKG: Constructing Knowledge-enhanced Attack Graphs from Cyber Threat Intelligence Reports☆145Updated last year
- The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.☆68Updated 3 years ago
- A naive implementation of HERCULE, an attack story reconstruction system using community discovery on correlated log graph☆15Updated 7 years ago
- Simple implementation of scientific paper 'GAC: Graph-Based Alert Correlation for the Detection of Distributed Multi-Step Attacks'☆19Updated 5 years ago
- Core streaming heterogeneous graph clustering and anomaly detection code (KDD 2016)☆39Updated 4 years ago
- Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation (NDSS'23).☆63Updated last year
- I have tried some of the machine learning and deep learning algorithm for IDS 2017 dataset. The link for the dataset is here: http://www.…☆38Updated 6 years ago
- Network traffic classifier based on machine learning algorithms☆42Updated 2 years ago
- ☆20Updated 3 years ago
- Material from the DARPA Transparent Computing Program☆185Updated 4 years ago
- Intrusion Detection Systems (IDSs) and Intrusion Prevention Systems (IPSs) are the most important defense tools against the sophisticated…☆21Updated 4 years ago
- Adversarial machine learning and explainable machine learning for cyber security☆11Updated 2 years ago
- ATLAS: A Sequence-based Learning Approach for Attack Investigation☆146Updated 2 years ago