CyberEntRel: Joint Extraction of Cyber Entities and Relations using Deep Learning

CDTier:A Chinese Dataset of Threat Intelligence Entity Relationships

(2023) Yinghai Zhou et al.   IEEE Transactions on Sustainable Computing

A Comprehensive Survey on Automatic Knowledge Graph Construction

(2023) Lingfeng Zhong et al.   ACM COMPUTING SURVEYS

Cyber-threat intelligence for security decision-making: A review and research agenda for practice

(2023) Scott Ainslie et al.   COMPUTERS & SECURITY

A framework for threat intelligence extraction and fusion

(2023) Yongyan Guo et al.   COMPUTERS & SECURITY

A novel pipelined end-to-end relation extraction framework with entity mentions and contextual semantic representation

(2023) Zhaoran Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

CTI View: APT Threat Intelligence Analysis System

(2022) Yinghai Zhou et al.   Security and Communication Networks

Multi-Relation Extraction via A Global-Local Graph Convolutional Network

(2022) Harry Cheng et al.   IEEE Transactions on Big Data

Vulcan: Automatic Extraction and Analysis of Cyber Threat Intelligence from Unstructured Text

(2022) Hyeonseong Jo et al.   COMPUTERS & SECURITY

A pattern-first pipeline approach for entity and relation extraction

(2022) Zheng Chen et al.   NEUROCOMPUTING

SeqMask: Behavior Extraction Over Cyber Threat Intelligence Via Multi-Instance Learning

(2022) Wenhan Ge et al.   COMPUTER JOURNAL

A novel feature integration and entity boundary detection for named entity recognition in cybersecurity

(2022) Xiaodi Wang et al.   KNOWLEDGE-BASED SYSTEMS

A Novel Threat Intelligence Information Extraction System Combining Multiple Models

(2022) Yongfei Li et al.   Security and Communication Networks

Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph

(2021) Injy Sarhan et al.   KNOWLEDGE-BASED SYSTEMS

Contextualized Filtering for Shared Cyber Threat Information

(2021) Athanasios Dimitriadis et al.   SENSORS

MRE: A Military Relation Extraction Model Based on BiGRU and Multi-Head Attention

(2021) Yiwei Lu et al.   Symmetry-Basel

Iterative Named Entity Recognition with Conditional Random Fields

(2021) Ana Alves-Pinto et al.   Applied Sciences-Basel

Dynamic Entity-Based Named Entity Recognition Under Unconstrained Tagging Schemes

(2020) Feng Zhao et al.   IEEE Transactions on Big Data

BiLSTM-SSVM: Training the BiLSTM with a Structured Hinge Loss for Named-Entity Recognition

(2019) Hanieh Poostchi et al.   IEEE Transactions on Big Data

Joint entity recognition and relation extraction as a multi-head selection problem

(2018) Giannis Bekoulis et al.   EXPERT SYSTEMS WITH APPLICATIONS

Link Prediction in Knowledge Graphs: A Hierarchy-Constrained Approach

(2018) Manling Li et al.   IEEE Transactions on Big Data