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A Compact Vulnerability Knowledge Graph for Risk Assessment

https://doi.org/10.1145/3671005
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What this work says

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

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Arrhythmias Classification by Integrating Stacked Bidirectional LSTM and Two-Dimensional CNN
inferredcites →https://doi.org/10.1007/978-3-030-30796-7_13openalex-snapshot
The SEPSES Knowledge Graph: An Integrated Resource for Cybersecurity
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/10.1007/978-3-030-62008-0_18openalex-snapshot
Adaptive Online Learning for Vulnerability Exploitation Time Prediction
inferredcites →https://doi.org/10.1007/978-3-031-19214-2_42openalex-snapshot
A Software Security Entity Relationships Prediction Framework Based on Knowledge Graph Embedding Using Sentence-Bert
inferredcites →https://doi.org/10.1007/978-3-319-91662-0_3openalex-snapshot
Refining Traceability Links Between Vulnerability and Software Component in a Vulnerability Knowledge Graph
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/s11280-017-0487-4openalex-snapshot
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CoPFun: an urban co-occurrence pattern mining scheme based on regional function discovery
inferredcites →https://doi.org/10.1007/s11280-022-01076-5openalex-snapshot
A knowledge graph empowered online learning framework for access control decision-making
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.ins.2020.11.053openalex-snapshot
Neural software vulnerability analysis using rich intermediate graph representations of programs
inferredcites →https://doi.org/10.1016/j.jnca.2019.01.029openalex-snapshot
Academic social networks: Modeling, analysis, mining and applications
inferredcites →https://doi.org/10.1016/j.jss.2019.06.001openalex-snapshot
Summarizing vulnerabilities’ descriptions to support experts during vulnerability assessment activities
inferredcites →https://doi.org/10.1016/j.jss.2022.111283openalex-snapshot
Just-in-time software vulnerability detection: Are we there yet?
inferredcites →https://doi.org/10.1016/j.knosys.2020.106529openalex-snapshot
Apply transfer learning to cybersecurity: Predicting exploitability of vulnerabilities by description
inferredcites →https://doi.org/10.1016/j.neucom.2021.01.144openalex-snapshot
A real-time dynamic concept adaptive learning algorithm for exploitability prediction
inferredcites →https://doi.org/10.1109/compsac51774.2021.00116openalex-snapshot
Predicting Entity Relations across Different Security Databases by Using Graph Attention Network
inferredcites →https://doi.org/10.1109/cybersecurity.2012.12openalex-snapshot
A Contextual Anomaly Detection Approach to Discover Zero-Day Attacks
inferredcites →https://doi.org/10.1109/icsme.2017.52openalex-snapshot
Learning to Predict Severity of Software Vulnerability Using Only Vulnerability Description
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/secdev53368.2022.00028openalex-snapshot
Uncovering Product Vulnerabilities with Threat Knowledge Graphs
inferredcites →https://doi.org/10.1109/tetci.2019.2915813openalex-snapshot
Data-Driven Decision-Making (D3M): Framework, Methodology, and Directions
inferredcites →https://doi.org/10.1109/tii.2022.3192027openalex-snapshot
Knowledge-Driven Cybersecurity Intelligence: Software Vulnerability Coexploitation Behavior Discovery
inferredcites →https://doi.org/10.1145/1835804.1835821openalex-snapshot
Beyond heuristics
inferredcites →https://doi.org/10.1145/3092566openalex-snapshot
Software Vulnerability Analysis and Discovery Using Machine-Learning and Data-Mining Techniques
inferredcites →https://doi.org/10.1145/3292500.3330742openalex-snapshot
Using Twitter to Predict When Vulnerabilities will be Exploited
inferredcites →https://doi.org/10.1145/3326362openalex-snapshot
Dynamic Graph CNN for Learning on Point Clouds
inferredcites →https://doi.org/10.1145/3436242openalex-snapshot
Exploit Prediction Scoring System (EPSS)
inferredcites →https://doi.org/10.1145/3529757openalex-snapshot
A Survey on Data-driven Software Vulnerability Assessment and Prioritization
inferredcites →https://doi.org/10.1609/aaai.v32i1.11428openalex-snapshot
DarkEmbed: Exploit Prediction With Neural Language Models
inferredcites →https://doi.org/10.24963/ijcai.2019/937openalex-snapshot
VEST: A System for Vulnerability Exploit Scoring & Timing
inferredcites →https://doi.org/10.48550/arxiv.2010.12135openalex-snapshot
Graph Geometry Interaction Learning

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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VIDA : Enhancing Vulnerability Detection and Impact Analysis via Diffusion‐Guided Heterogeneous Knowledge Aggregation
inferred← citeshttps://doi.org/10.1007/978-981-95-3537-8_13openalex-snapshot
KVT-Payload: Knowledge Graph-Enhanced Hierarchical Vulnerability Traffic Payload Generation
inferred← citeshttps://doi.org/10.1007/978-981-95-6304-3_10openalex-snapshot
Optimal Privacy Budget Allocation Framework for Medical Data Publishing
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Simultaneous Anonymization of Electronic Health Records: A Multi-Privacy-Model Optimization Approach
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Energy-Efficient Asynchronous Federated Learning via Model Compression for Mobile Social Computing
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EBUD: Evolving Disaster Burst Detection over Social Streams
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From Data to Insights: Constructing and Evaluating a Hospitality Dataset for Quadruple Aspect-Based Sentiment Analysis
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Correlation Between Macro Economic Variables and Financial Sector Australian Share Market Index
inferred← citeshttps://doi.org/10.1007/978-981-96-5597-7_7openalex-snapshot
Comparative Study of Machine Learning Algorithms for IoT Cyber Threat Detection in Healthcare Information Systems
inferred← citeshttps://doi.org/10.1007/s10207-026-01342-xopenalex-snapshot
WSymBERT: a weighted neuro-symbolic model for interpretable CVSS prediction
inferred← citeshttps://doi.org/10.1007/s13042-026-03013-8openalex-snapshot
Research on the construction method of industrial internet risk assessment indicator system based On LLMs
inferred← citeshttps://doi.org/10.1016/b978-0-443-13701-3.00550-8openalex-snapshot
Cybersecurity Risk
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Energy resilience and disaster preparedness for sustainable grids
inferred← citeshttps://doi.org/10.1016/j.cose.2024.104192openalex-snapshot
SecKG2vec: A novel security knowledge graph relational reasoning method based on semantic and structural fusion embedding
inferred← citeshttps://doi.org/10.1016/j.cose.2025.104815openalex-snapshot
A comprehensive view of software vulnerability risks through enterprise knowledge graphs
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.131404openalex-snapshot
RCA-Net: A context-aware relational network for sentiment analysis in the metaverse
inferred← citeshttps://doi.org/10.1016/j.jisa.2026.104420openalex-snapshot
Vuln2Action: An LLM-based framework for generating vulnerability reproduction steps and mapping exploits
inferred← citeshttps://doi.org/10.1016/j.knosys.2025.114235openalex-snapshot
ABG-NAS: Adaptive bayesian genetic neural architecture search for graph representation learning
inferred← citeshttps://doi.org/10.1109/access.2026.3651857openalex-snapshot
Predicting Affected Docker Images From Emerging Vulnerabilities With a Tripartite Graph
inferred← citeshttps://doi.org/10.1109/acsacw69556.2025.00011openalex-snapshot
Robust Vulnerability Estimation in Industrial Firmware via Incomplete Knowledge Graph Similarity
inferred← citeshttps://doi.org/10.1109/ainit65432.2025.11035711openalex-snapshot
Knowledge-Driven Prediction of Vulnerability Co-Exploitation
inferred← citeshttps://doi.org/10.1109/cisat71030.2026.11682178openalex-snapshot
Logic-Aware Vulnerability Knowledge Graph Model for Precise Vulnerability Assessment
inferred← citeshttps://doi.org/10.1109/iccst63435.2025.11293920openalex-snapshot
A Novel Vulnerability Prioritization Model for Workstation Endpoints with Context Intelligence
inferred← citeshttps://doi.org/10.1109/icse-companion66252.2025.00048openalex-snapshot
User Perceptions of Ethical Issues in Software
inferred← citeshttps://doi.org/10.1109/jiot.2025.3599568openalex-snapshot
SecureGraphFL: A Privacy-Preserving and Attack-Resilient Federated Learning Framework for Traffic Prediction
inferred← citeshttps://doi.org/10.1109/mita69365.2026.11582788openalex-snapshot
A Theoretically Grounded Differential Privacy Framework for Mitigating Membership Inference Risks in Federated Deep Learning
inferred← citeshttps://doi.org/10.1109/tase.2025.3583720openalex-snapshot
Time-Aware Cybersecurity Knowledge Graph Reasoning Method for Vulnerability Analysis
inferred← citeshttps://doi.org/10.1109/tsc.2025.3607682openalex-snapshot
KG4VA: Constructing Vulnerability Knowledge Graph for Software Vulnerability Assessment
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FastAGEDs+: Fast Approximate Graph Entity Dependency Discovery
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A Novel Vulnerability Exploit Prediction System Using the Relational Vulnerability-Vendor Network
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Towards Predicting Multi-Vulnerability Attack Chains in Software Supply Chains from Software Bill of Materials Graphs
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Security risk assessment of IoT firmware binaries based on a knowledge graph
inferred← citeshttps://doi.org/10.2139/ssrn.5221263openalex-snapshot
Enhancing Cybersecurity Situation Awareness Through Knowledge Graphs: An Integrated Survey Including Threats, Vulnerabilities, and Assets
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DICYME: Dynamic industrial cyber risk modelling based on evidence
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