Ramub226 / Behavioar-Based-Insider-Threat-Detection-Using-Deep-Learning
Cyber security issues are around the globe where data security is the major concern, one or the another company vulnerable to data leakage issues by the insiders , So to overcome this insider threats issues we developed a model which detects the insider attack prior. In this we have used LSTM-CNN and BI-LSTM-CNN to deploy a model.
☆11Updated 2 years ago
Alternatives and similar repositories for Behavioar-Based-Insider-Threat-Detection-Using-Deep-Learning
Users that are interested in Behavioar-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.☆23Updated 3 years ago
- Insider threat detection via bert☆19Updated 3 years ago
- The project “Behavioral Based Insider Threat Detection” leverages Deep learning to identify insider threats through user behavior and acc…☆11Updated last year
- code for Graph Intelligence Enhanced Bi-Channel Insider Threat Detection paper☆14Updated 2 years ago
- Anomaly detection in network traffic and event logs using deep learning (w/ Pytorch)☆68Updated 6 years ago
- Feature extraction for CERT insider threat test dataset☆94Updated 7 months ago
- Prototype development for Insider Threat Detection and Assessment tools☆8Updated 9 years ago
- ☆20Updated 8 years ago
- ☆13Updated 3 years ago
- Insider Threat Detection using Isolation Forest☆16Updated 6 years ago
- ☆10Updated 2 years ago
- ☆108Updated 4 years ago
- Experimental ONLY: This consolidated data of scenario-2 of the US-CERT dataset for insider threats to be used with TF 2.0 and Keras☆20Updated 3 years ago
- Extracting Attack Behavior from Threat Reports☆76Updated 2 years ago
- AttacKG: Constructing Knowledge-enhanced Attack Graphs from Cyber Threat Intelligence Reports☆150Updated 2 years ago
- Cyber Attack Detection thanks to Machine Learning Algorithms☆104Updated 5 years ago
- [ICANN 2023] Anomaly-Based Insider Threat Detection via Hierarchical Information Fusion☆17Updated last year
- User and Entity Behavior Analytics by deep learning☆110Updated 4 years ago
- A Novel and Modular Solution for Extracting All STIX Objects in CTI Reports☆24Updated last year
- A method for grouping, clustering, and merging semi-structured alerts☆23Updated 6 months ago
- ☆29Updated last year
- ☆22Updated 3 years ago
- SecureBERT is a domain-specific language model to represent cybersecurity textual data.☆89Updated 9 months ago
- This is the Network Flow Generator for ICSSIM☆13Updated last month
- Scripts to generate and analyze the AIT alert data set (AIT-ADS)☆22Updated 7 months ago
- SMET : Semantic Mapping of CVE to ATT&CK and its Application to Cybersecurity☆46Updated 8 months ago
- ☆76Updated 2 years ago
- This repository contains OpenIOC rules to aid in hunting for indicators of compromise and TTPs focused on Advanced Persistent Threat grou…☆24Updated last year
- Machine learning on knowledge graphs for context-aware security monitoring (data and model)☆18Updated 3 years ago
- Replication package for the paper "Automatic Mapping of Unstructured Cyber Threat Intelligence: An Experimental Study" published at the I…☆47Updated 2 years ago