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Enhancing Cybersecurity Situation Awareness Through Knowledge Graphs: An Integrated Survey Including Threats, Vulnerabilities, and Assets

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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-36718-3_5openalex-snapshot

Embedding and Predicting Software Security Entity Relationships: A Knowledge Graph Based Approach

inferredcites →https://doi.org/10.1007/978-3-030-77385-4_38openalex-snapshot

The SLOGERT Framework for Automated Log Knowledge Graph Construction

inferredcites →https://doi.org/10.1007/978-3-030-92836-0_22openalex-snapshot

Threat Analysis of IoT Security Knowledge Graph Based on Confidence

inferredcites →https://doi.org/10.1007/978-3-030-95484-0_2openalex-snapshot

A Cybersecurity Ontology to Support Risk Information Gathering in Cyber-Physical Systems

inferredcites →https://doi.org/10.1007/978-3-031-17140-6_29openalex-snapshot

AttacKG: Constructing Technique Knowledge Graph from Cyber Threat Intelligence Reports

inferredcites →https://doi.org/10.1007/978-3-031-50075-6_20openalex-snapshot

CAGviz: A Visual Analysis Method to Explore Cyber Asset Graphs of Cybercrime Gangs

inferredcites →https://doi.org/10.1007/978-3-031-56583-0_20openalex-snapshot

ForensiQ: A Knowledge Graph Question Answering System for IoT Forensics

inferredcites →https://doi.org/10.1007/978-3-031-63749-0_6openalex-snapshot

From Fine-Grained to Refined: APT Malware Knowledge Graph Construction and Attribution Analysis Driven by Multi-stage Graph Computation

inferredcites →https://doi.org/10.1007/978-981-15-1922-2_1openalex-snapshot

Automatic Analysis and Reasoning Based on Vulnerability Knowledge Graph

inferredcites →https://doi.org/10.1007/978-981-19-8285-9_13openalex-snapshot

Knowledge Graph Construction Research From Multi-source Vulnerability Intelligence

inferredcites →https://doi.org/10.1007/978-981-19-9697-9_41openalex-snapshot

Generating Network Security Defense Strategy Based on Cyber Threat Intelligence Knowledge Graph

inferredcites →https://doi.org/10.1007/978-981-97-2390-4_34openalex-snapshot

Entity Alignment Based on Multi-view Interaction Model in Vulnerability Knowledge Graphs

inferredcites →https://doi.org/10.1007/978-981-97-5937-8_26openalex-snapshot

Novel Knowledge Graph-Based Modeling for Vulnerability Detection in the Internet of Medical Things

inferredcites →https://doi.org/10.1007/978-981-99-4761-4_49openalex-snapshot

Research on Construction Method of IoT Knowledge System Based on Knowledge Graph

inferredcites →https://doi.org/10.1007/978-981-99-7240-1_31openalex-snapshot

Research on Security Assets Attention Networks for Temporal Knowledge Graph Enhanced Risk Assessment

inferredcites →https://doi.org/10.1007/s10115-023-01860-3openalex-snapshot

Cybersecurity knowledge graphs

inferredcites →https://doi.org/10.1007/s11036-024-02367-zopenalex-snapshot

A Comprehensive Evaluation of Machine Learning Algorithms for Web Application Attack Detection with Knowledge Graph Integration

inferredcites →https://doi.org/10.1007/s12530-018-9234-zopenalex-snapshot

From product recommendation to cyber-attack prediction: generating attack graphs and predicting future attacks

inferredcites →https://doi.org/10.1007/s12652-020-02206-5openalex-snapshot

A network attack path prediction method using attack graph

inferredcites →https://doi.org/10.1016/j.chb.2022.107520openalex-snapshot

An ontology-driven framework for knowledge representation of digital extortion attacks

inferredcites →https://doi.org/10.1016/j.compeleceng.2023.108660openalex-snapshot

RETRACTED: Cybersecurity knowledge graph enabled attack chain detection for cyber-physical systems

inferredcites →https://doi.org/10.1016/j.cose.2022.102828openalex-snapshot

KRYSTAL: Knowledge graph-based framework for tactical attack discovery in audit data

inferredcites →https://doi.org/10.1016/j.cose.2022.102938openalex-snapshot

Attack Dynamics: An Automatic Attack Graph Generation Framework Based on System Topology, CAPEC, CWE, and CVE Databases

inferredcites →https://doi.org/10.1016/j.cose.2023.103371openalex-snapshot

A framework for threat intelligence extraction and fusion

inferredcites →https://doi.org/10.1016/j.cose.2023.103524openalex-snapshot

A survey on cybersecurity knowledge graph construction

inferredcites →https://doi.org/10.1016/j.cose.2024.103990openalex-snapshot

OSTIS: A novel Organization-Specific Threat Intelligence System

inferredcites →https://doi.org/10.1016/j.cose.2024.103999openalex-snapshot

LLM-TIKG: Threat intelligence knowledge graph construction utilizing large language model

inferredcites →https://doi.org/10.1016/j.eng.2018.01.004openalex-snapshot

A Practical Approach to Constructing a Knowledge Graph for Cybersecurity

inferredcites →https://doi.org/10.1016/j.icte.2023.08.003openalex-snapshot

Blended threat prediction based on knowledge graph embedding in the IoBE

inferredcites →https://doi.org/10.1016/j.infsof.2023.107274openalex-snapshot

BugRadar: Bug localization by knowledge graph link prediction

inferredcites →https://doi.org/10.1016/j.ins.2023.119770openalex-snapshot

Edge propagation for link prediction in requirement-cyber threat intelligence knowledge graph

inferredcites →https://doi.org/10.1016/j.isatra.2023.04.025openalex-snapshot

Detecting contradictions from IoT protocol specification documents based on neural generated knowledge graph

inferredcites →https://doi.org/10.1016/j.knosys.2021.107524openalex-snapshot

Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph

inferredcites →https://doi.org/10.1016/j.knosys.2022.108293openalex-snapshot

Domain knowledge-based security bug reports prediction

inferredcites →https://doi.org/10.1016/j.knosys.2025.114169openalex-snapshot

Actminer: Applying causality tracking and increment aligning for graph-based threat hunting

inferredcites →https://doi.org/10.1049/cmu2.12736openalex-snapshot

Knowledge graph reasoning for cyber attack detection

inferredcites →https://doi.org/10.1080/00207543.2021.2022803openalex-snapshot

Semantic-aware event link reasoning over industrial knowledge graph embedding time series data

inferredcites →https://doi.org/10.1109/aiot63253.2024.00029openalex-snapshot

Design and Implementation of Vulnerability Platform Based on Knowledge Graph

inferredcites →https://doi.org/10.1109/bigcom61073.2023.00015openalex-snapshot

Network Vulnerability Assessment based on Knowledge Graph

inferredcites →https://doi.org/10.1109/bigdata52589.2021.9671867openalex-snapshot

Combating Fake Cyber Threat Intelligence using Provenance in Cybersecurity Knowledge Graphs

inferredcites →https://doi.org/10.1109/bigdata59044.2023.10386545openalex-snapshot

IoT-Reg: A Comprehensive Knowledge Graph for Real-Time IoT Data Privacy Compliance

inferredcites →https://doi.org/10.1109/bigdata59044.2023.10386611openalex-snapshot

Constructing Knowledge Graph from Cyber Threat Intelligence Using Large Language Model

inferredcites →https://doi.org/10.1109/compsac57700.2023.00095openalex-snapshot

CCDetector: Detect Chaincode Vulnerabilities Based on Knowledge Graph

inferredcites →https://doi.org/10.1109/cybersecurity49315.2020.9138852openalex-snapshot

Automated Vulnerability Testing via Executable Attack Graphs

inferredcites →https://doi.org/10.1109/dsc59305.2023.00040openalex-snapshot

CAKG: A Framework for Cybersecurity Threat Detection of Automotive via Knowledge Graph

inferredcites →https://doi.org/10.1109/eurosp51992.2021.00046openalex-snapshot

Extractor: Extracting Attack Behavior from Threat Reports

inferredcites →https://doi.org/10.1109/eurosp63326.2025.00057openalex-snapshot

CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models

inferredcites →https://doi.org/10.1109/eurospw61312.2024.00018openalex-snapshot

Actionable Cyber Threat Intelligence Using Knowledge Graphs and Large Language Models

inferredcites →https://doi.org/10.1109/iccc49849.2020.9238860openalex-snapshot

Intelligent Prediction for Device Status Based on IoT Temporal Knowledge Graph

inferredcites →https://doi.org/10.1109/icei.2019.00045openalex-snapshot

Electric Device Abnormal Detection Based on IoT and Knowledge Graph

inferredcites →https://doi.org/10.1109/icics52457.2021.9464587openalex-snapshot

SecKG: Leveraging attack detection and prediction using knowledge graphs

inferredcites →https://doi.org/10.1109/icse-companion58688.2023.00025openalex-snapshot

A Multi-faceted Vulnerability Searching Website Powered by Aspect-level Vulnerability Knowledge Graph

inferredcites →https://doi.org/10.1109/ictech58362.2023.00077openalex-snapshot

Knowledge Graph Construction Method for Mobile IOT Management Platform Device Anomaly

inferredcites →https://doi.org/10.1109/iecon48115.2021.9589233openalex-snapshot

Automatic Generation of Attack Strategy for Multiple Vulnerabilities Based on Domain Knowledge Graph

inferredcites →https://doi.org/10.1109/itnec52019.2021.9587134openalex-snapshot

Research on Security Threat Assessment for Power IOT Terminal Based on Knowledge Graph

inferredcites →https://doi.org/10.1109/iwmn.2015.7322984openalex-snapshot

Towards a reference ontology for security in the Internet of Things

inferredcites →https://doi.org/10.1109/jiot.2020.3019707openalex-snapshot

Multilayer Internet-of-Things Middleware Based on Knowledge Graph

inferredcites →https://doi.org/10.1109/jiot.2024.3373799openalex-snapshot

ITIRel: Joint Entity and Relation Extraction for Internet of Things Threat Intelligence

inferredcites →https://doi.org/10.1109/msn50589.2020.00126openalex-snapshot

A Method to Construct Vulnerability Knowledge Graph based on Heterogeneous Data

inferredcites →https://doi.org/10.1109/ricai60863.2023.10488964openalex-snapshot

Insider Threats Risk Warning and Traceability Based on User Behavior Entity Analysis and Knowledge Graph

inferredcites →https://doi.org/10.1109/secdev53368.2022.00028openalex-snapshot

Uncovering Product Vulnerabilities with Threat Knowledge Graphs

inferredcites →https://doi.org/10.1109/tbdata.2024.3403371openalex-snapshot

An Open Dataset of Cyber Asset Graphs for Cybercrime Research

inferredcites →https://doi.org/10.1109/tdsc.2020.3041999openalex-snapshot

Extending Attack Graphs to Represent Cyber-Attacks in Communication Protocols and Modern IT Networks

inferredcites →https://doi.org/10.1109/tdsc.2021.3117348openalex-snapshot

Alert-driven Attack Graph Generation using S-PDFA

inferredcites →https://doi.org/10.1109/tdsc.2022.3143551openalex-snapshot

DeepAG: Attack Graph Construction and Threats Prediction With Bi-Directional Deep Learning

inferredcites →https://doi.org/10.1109/tdsc.2022.3198843openalex-snapshot

FASHION: Functional and Attack Graph Secured HybrId Optimization of Virtualized Networks

inferredcites →https://doi.org/10.1109/tdsc.2022.3213577openalex-snapshot

A Hybrid Threat Model for Smart Systems

inferredcites →https://doi.org/10.1109/tdsc.2022.3233703openalex-snapshot

Attack Hypotheses Generation Based on Threat Intelligence Knowledge Graph

inferredcites →https://doi.org/10.1109/tdsc.2023.3253121openalex-snapshot

Quantitative Evaluation of Extensive Vulnerability Set Using Cost Benefit Analysis

inferredcites →https://doi.org/10.1109/tii.2023.3292540openalex-snapshot

Knowledge-Graph-Based IoTs Entity Discovery Middleware for Nonsmart Sensor

inferredcites →https://doi.org/10.1109/tkde.2022.3175719openalex-snapshot

CSKG4APT: A Cybersecurity Knowledge Graph for Advanced Persistent Threat Organization Attribution

inferredcites →https://doi.org/10.1109/tkde.2024.3352100openalex-snapshot

Unifying Large Language Models and Knowledge Graphs: A Roadmap

inferredcites →https://doi.org/10.1109/tmc.2026.3692451openalex-snapshot

KGV: Integrating Large Language Models With Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment

inferredcites →https://doi.org/10.1109/tr.2023.3233999openalex-snapshot

Detect Defects of Solidity Smart Contract Based on the Knowledge Graph

inferredcites →https://doi.org/10.1109/trustcom56396.2022.00225openalex-snapshot

TINKER: A framework for Open source Cyberthreat Intelligence

inferredcites →https://doi.org/10.1109/trustcom60117.2023.00028openalex-snapshot

Neighborhood Matching Entity Alignment Model for Vulnerability Knowledge Graphs

inferredcites →https://doi.org/10.1109/tsc.2023.3293890openalex-snapshot

LogKG: Log Failure Diagnosis Through Knowledge Graph

inferredcites →https://doi.org/10.1145/3442520.3442535openalex-snapshot

The analysis method of security vulnerability based on the knowledge graph

inferredcites →https://doi.org/10.1145/3540250.3558920openalex-snapshot

KVS: a tool for knowledge-driven vulnerability searching

inferredcites →https://doi.org/10.1145/3615668openalex-snapshot

Enhancements to Threat, Vulnerability, and Mitigation Knowledge for Cyber Analytics, Hunting, and Simulations

inferredcites →https://doi.org/10.1145/3641819openalex-snapshot

Uncovering CWE-CVE-CPE Relations with Threat Knowledge Graphs

inferredcites →https://doi.org/10.1145/3651671.3651707openalex-snapshot

A heterogeneous graph-based approach for cyber threat attribution using threat intelligence

inferredcites →https://doi.org/10.1145/3660043.3660119openalex-snapshot

Blockchain Threat Intelligence Knowledge Graph Alignment via Graph Convolutional Networks

inferredcites →https://doi.org/10.1145/3671005openalex-snapshot

A Compact Vulnerability Knowledge Graph for Risk Assessment

inferredcites →https://doi.org/10.1186/s42400-025-00361-wopenalex-snapshot

When LLMs meet cybersecurity: a systematic literature review

inferredcites →https://doi.org/10.13016/m2862bg1vopenalex-snapshot

UCO: A Unified Cybersecurity Ontology

inferredcites →https://doi.org/10.3233/faia230788openalex-snapshot

Intelligent Association of CVE Vulnerabilities Based on Chain Reasoning

inferredcites →https://doi.org/10.32604/cmc.2023.040964openalex-snapshot

Threat Modeling and Application Research Based on Multi-Source Attack and Defense Knowledge

inferredcites →https://doi.org/10.32604/cmc.2023.044526openalex-snapshot

Application Research on Two-Layer Threat Prediction Model Based on Event Graph

inferredcites →https://doi.org/10.32629/jai.v6i3.882openalex-snapshot

Cybersecurity threat perception technology based on knowledge graph

inferredcites →https://doi.org/10.3389/friot.2024.1306465openalex-snapshot

Threat modelling in Internet of Things (IoT) environments using dynamic attack graphs

inferredcites →https://doi.org/10.3390/electronics12081837openalex-snapshot

A Cybersecurity Knowledge Graph Completion Method for Penetration Testing

inferredcites →https://doi.org/10.3390/electronics12234749openalex-snapshot

IoV Vulnerability Classification Algorithm Based on Knowledge Graph

inferredcites →https://doi.org/10.3390/s23052608openalex-snapshot

Survey of Technology in Network Security Situation Awareness

inferredcites →https://doi.org/10.3390/sym15020337openalex-snapshot

K-CTIAA: Automatic Analysis of Cyber Threat Intelligence Based on a Knowledge Graph

inferredcites →https://doi.org/10.48550/arxiv.2305.00382openalex-snapshot

Constructing a Knowledge Graph from Textual Descriptions of Software Vulnerabilities in the National Vulnerability Database

inferredcites →https://doi.org/10.48550/arxiv.2405.03644openalex-snapshot

When LLMs Meet Cybersecurity: A Systematic Literature Review

inferredcites →https://doi.org/10.48550/arxiv.2405.04753openalex-snapshot

AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models

inferredcites →https://doi.org/10.48550/arxiv.2408.05855openalex-snapshot

Using Retriever Augmented Large Language Models for Attack Graph Generation

inferredcites →https://doi.org/10.48550/arxiv.2411.08359openalex-snapshot

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques

inferredcites →https://doi.org/10.48550/arxiv.2501.16393openalex-snapshot

Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning

inferredcites →https://doi.org/10.48550/arxiv.2502.06521openalex-snapshot

Sentient: Detecting APTs Via Capturing Indirect Dependencies and Behavioral Logic

inferredcites →https://doi.org/10.53771/ijstra.2024.6.2.0047openalex-snapshot

Advance persistent threat prediction using knowledge graph

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inferred← citeshttps://doi.org/10.14483/22487638.24853openalex-snapshot

Ciberseguridad cuántica en sistemas ciberfísicos e infraestructuras críticas: un estado del arte

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