dodo47 / cyberMLLinks
Machine learning on knowledge graphs for context-aware security monitoring (data and model)
☆18Updated 3 years ago
Alternatives and similar repositories for cyberML
Users that are interested in cyberML are comparing it to the libraries listed below
Sorting:
- Extracting Attack Behavior from Threat Reports☆78Updated 2 years ago
- The repository consists of : Construction of the corpus, Named Entity Recognition , Relationship Extraction , Construction of knowledge g…☆34Updated 2 years ago
- AttacKG: Constructing Knowledge-enhanced Attack Graphs from Cyber Threat Intelligence Reports☆168Updated 2 years ago
- ☆33Updated 2 years ago
- ☆83Updated 2 years ago
- Replication package for the paper "Automatic Mapping of Unstructured Cyber Threat Intelligence: An Experimental Study" published at the I…☆53Updated 3 years ago
- [TDSC 2021] IntruSion alert-driven Attack Graph Extractor. https://ieeexplore.ieee.org/document/9557854☆39Updated last year
- pretrained BERT model for cyber security text, learned CyberSecurity Knowledge☆196Updated 2 years ago
- ☆86Updated 2 years ago
- SecureBERT is a domain-specific language model to represent cybersecurity textual data.☆102Updated last year
- TTPDrill focuses on developing automated and context-aware analytics of cyber threat intelligence to accurately learn attack patterns (TT…☆27Updated 5 years ago
- SMET : Semantic Mapping of CVE to ATT&CK and its Application to Cybersecurity☆50Updated last year
- Information Security Knowledge Graph about NVD CAPEC CWE CPE ..☆66Updated 5 years ago
- Log2vec: A Heterogeneous Graph Embedding Based Approach for Detecting Cyber Threats within Enterprise☆30Updated 3 years ago
- Cyber Security concepts extracted from unstructured threat intelligence reports using Named Entity Recognition☆112Updated 2 years ago
- This work shows the viability of automatically generated attack graphs that are used for adversary behavior execution in industrial contr…☆12Updated 4 years ago
- ☆10Updated 6 years ago
- ☆12Updated 4 years ago
- ☆25Updated 4 years ago
- AnnoCTR corpus for detection and linking of entities in cyber threat reports☆24Updated last year
- ☆58Updated last year
- ☆124Updated 5 years ago
- Insider threat detection via bert☆22Updated 3 years ago
- ATLAS: A Sequence-based Learning Approach for Attack Investigation☆169Updated 3 years ago
- A method for grouping, clustering, and merging semi-structured alerts☆24Updated 11 months ago
- Original implementation and resources of DeepCASE as in the S&P '22 paper☆95Updated 2 years ago
- KRYSTAL: Knowledge Graph-based Framework for Tactical Attack Discovery in Audit Data☆37Updated last year
- CVE2ATT&CK: BERT-based mapping of CVEs to MITRE ATT&CK Techniques☆21Updated 3 years ago
- A Novel and Modular Solution for Extracting All STIX Objects in CTI Reports☆26Updated 2 years ago
- Anomaly detection in network traffic and event logs using deep learning (w/ Pytorch)☆71Updated 6 years ago