CollinsChepkwony / BEHAVIORAL-BASED-INSIDER-THREAT-DETECTION-USING-DEEP-LEARNINGLinks
The project “Behavioral Based Insider Threat Detection” leverages Deep learning to identify insider threats through user behavior and access analysis, achieving 100% accuracy with CMU CERT r5.2 data. Key terms: Insider threat, Deep Learning, User behavior and Information security.
☆11Updated 2 years ago
Alternatives and similar repositories for BEHAVIORAL-BASED-INSIDER-THREAT-DETECTION-USING-DEEP-LEARNING
Users that are interested in BEHAVIORAL-BASED-INSIDER-THREAT-DETECTION-USING-DEEP-LEARNING are comparing it to the libraries listed below
Sorting:
- Insider threat detection with heterogeneous graph in CERT dataset.☆27Updated 3 years ago
- ☆21Updated 9 years ago
- Cyber security issues are around the globe where data security is the major concern, one or the another company vulnerable to data leakag…☆11Updated 3 years ago
- Anomaly detection in network traffic and event logs using deep learning (w/ Pytorch)☆73Updated 6 years ago
- Insider threat detection via bert☆22Updated 3 years ago
- code for Graph Intelligence Enhanced Bi-Channel Insider Threat Detection paper☆13Updated 3 years ago
- AttacKG: Constructing Knowledge-enhanced Attack Graphs from Cyber Threat Intelligence Reports☆174Updated 2 years ago
- Extracting Attack Behavior from Threat Reports☆79Updated 2 years ago
- SecureBERT is a domain-specific language model to represent cybersecurity textual data.☆106Updated last year
- This work shows the viability of automatically generated attack graphs that are used for adversary behavior execution in industrial contr…☆12Updated 4 years ago
- [ICANN 2023] Anomaly-Based Insider Threat Detection via Hierarchical Information Fusion☆18Updated 2 years ago
- A Novel and Modular Solution for Extracting All STIX Objects in CTI Reports☆26Updated 2 years ago
- Feature extraction for CERT insider threat test dataset☆105Updated last year
- ☆25Updated 4 years ago
- pretrained BERT model for cyber security text, learned CyberSecurity Knowledge☆203Updated 2 years ago
- ☆126Updated 5 years ago
- ☆84Updated 2 years ago
- KRYSTAL: Knowledge Graph-based Framework for Tactical Attack Discovery in Audit Data☆38Updated last year
- User and Entity Behavior Analytics by deep learning☆117Updated 4 years ago
- ☆10Updated 3 years ago
- A Zeek script to generate features based on timing, volume and metadata for traffic classification.☆59Updated 5 years ago
- Machine learning on knowledge graphs for context-aware security monitoring (data and model)☆18Updated 3 years ago
- A labeled dataset used for the knowledge graph construction.☆32Updated 2 years ago
- TTPDrill focuses on developing automated and context-aware analytics of cyber threat intelligence to accurately learn attack patterns (TT…☆28Updated 5 years ago
- SMET : Semantic Mapping of CVE to ATT&CK and its Application to Cybersecurity☆51Updated last year
- "Linking Threat Tactics, Techniques, and Patterns with Defensive Weaknesses, Vulnerabilities and Affected Platform Configurations for Cyb…☆101Updated last month
- STIX 2.1 Visualizer, Attack and Activity Thread Graph for Threat Modeling☆33Updated last year
- ☆34Updated 2 years ago
- Original implementation and resources of DeepCASE as in the S&P '22 paper☆97Updated 2 years ago
- Flash-IDS is an open-source system developed by the DART Laboratory for advanced intrusion detection using provenance graph representatio…☆87Updated last year