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Cyber Threat Intelligence Sharing: Challenges and Opportunities

https://doi.org/10.2139/ssrn.5143870
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Outgoing claims: the papers this work cites, builds on, or argues with.

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A threat‐intelligence driven methodology to incorporate uncertainty in cyber risk analysis and enhance decision‐making
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Industrial IoT cross‐layer forensic investigation
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The impact of automation and artificial intelligence on digital forensics
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Leveraging cyber threat intelligence for a dynamic risk framework
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Measuring and visualizing cyber threat intelligence quality
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Leveraging a cloud-native architecture to enable semantic interconnectedness of data for cyber threat intelligence
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Cyber Threat Intelligence Sharing Scheme Based on Federated Learning for Network Intrusion Detection
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Cybersecurity threat intelligence knowledge exchange based on blockchain
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Analysis of adversary activities using cloud-based web services to enhance cyber threat intelligence
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Enhancing cybersecurity by generating user-specific security policy through the formal modeling of user behavior
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BFLS: Blockchain and Federated Learning for sharing threat detection models as Cyber Threat Intelligence
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Correlation of cyber threat intelligence with sightings for intelligence assessment and augmentation
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Are crowd-sourced CTI datasets ready for supporting anti-cybercrime intelligence?
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HBFL: A hierarchical blockchain-based federated learning framework for collaborative IoT intrusion detection
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STIOCS: Active learning-based semi-supervised training framework for IOC extraction
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Cyber threat intelligence sharing: Survey and research directions
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TIMiner: Automatically extracting and analyzing categorized cyber threat intelligence from social data
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A success model for cyber threat intelligence management platforms
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CTI-SOC2M2 – The quest for mature, intelligence-driven security operations and incident response capabilities
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A Feature-driven Method for Automating the Assessment of OSINT Cyber Threat Sources
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DKaaS: DARK-KERNEL as a service for active cyber threat intelligence
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Cyber-threat intelligence for security decision-making: A review and research agenda for practice
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Explainable cyber threat behavior identification based on self-adversarial topic generation
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Multi-level fine-tuning, data augmentation, and few-shot learning for specialized cyber threat intelligence
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Privacy-preserving correlation of cross-organizational cyber threat intelligence with private graph intersections
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CTIMD: Cyber threat intelligence enhanced malware detection using API call sequences with parameters
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APT-MMF: An advanced persistent threat actor attribution method based on multimodal and multilevel feature fusion
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A global cyber-threat intelligence system with artificial intelligence and convolutional neural network
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A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums
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Cyber threat intelligence using PCA-DNN model to detect abnormal network behavior
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Cyber threat attribution using unstructured reports in cyber threat intelligence
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Customer-oriented ranking of cyber threat intelligence service providers
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AndroKit: A toolkit for forensics analysis of web browsers on android platform
inferredcites →https://doi.org/10.1016/j.future.2019.01.001openalex-snapshot
Intelligent conditional collaborative private data sharing
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A machine learning-based FinTech cyber threat attribution framework using high-level indicators of compromise
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SCERM—A novel framework for automated management of cyber threat response activities
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Intelligent Dynamic Malware Detection using Machine Learning in IP Reputation for Forensics Data Analytics
inferredcites →https://doi.org/10.1016/j.future.2022.04.028openalex-snapshot
Boosting Cyber-Threat Intelligence via Collaborative Intrusion Detection
inferredcites →https://doi.org/10.1016/j.future.2022.12.006openalex-snapshot
Ontology-based approach to real-time risk management and cyber-situational awareness
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FL-CTIF: A federated learning based CTI framework based on information fusion for secure IIoT
inferredcites →https://doi.org/10.1016/j.iswa.2023.200280openalex-snapshot
Exploring topic models to discern cyber threats on Twitter: A case study on Log4Shell
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Establishing evolutionary game models for CYBer security information EXchange (CYBEX)
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Distilling blockchain requirements for digital investigation platforms
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.2024.111829openalex-snapshot
A Span-based Multivariate Information-aware Embedding Network for joint relational triplet extraction of threat intelligence
inferredcites →https://doi.org/10.1016/j.matpr.2021.06.204openalex-snapshot
Cyber threat intelligence challenges: Leveraging blockchain intelligence with possible solution
inferredcites →https://doi.org/10.1016/s2214-109x(23)00207-3openalex-snapshot
The surge of spreading harmful information through digital technologies: a distressing reality in complex humanitarian emergencies
inferredcites →https://doi.org/10.1049/cje.2021.04.003openalex-snapshot
Non‐profiled Deep‐Learning‐Based Power Analysis of the SM4 and DES Algorithms
inferredcites →https://doi.org/10.1049/iet-ifs.2018.5079openalex-snapshot
Fair and private rewarding in a coalitional game of cybersecurity information sharing
inferredcites →https://doi.org/10.1049/iet-ifs.2018.5390openalex-snapshot
New method for assets sensitivity calculation and technical risks assessment in the information systems
inferredcites →https://doi.org/10.1063/5.0164218openalex-snapshot
DNS query log data enrichment based on cyber threat intelligence
inferredcites →https://doi.org/10.1080/07421222.2020.1790186openalex-snapshot
Semi-Supervised Cyber Threat Identification in Dark Net Markets: A Transductive and Deep Learning Approach
inferredcites →https://doi.org/10.1080/07421222.2023.2301178openalex-snapshot
Improving Threat Mitigation Through a Cybersecurity Risk Management Framework: A Computational Design Science Approach
inferredcites →https://doi.org/10.1080/0960085x.2022.2088414openalex-snapshot
Adopting and integrating cyber-threat intelligence in a commercial organisation
inferredcites →https://doi.org/10.1088/1742-6596/2176/1/012013openalex-snapshot
Using deceptive systems as data sources for a cyber-threat analysis platform
inferredcites →https://doi.org/10.1093/comjnl/bxac172openalex-snapshot
SeqMask: Behavior Extraction Over Cyber Threat Intelligence Via Multi-Instance Learning
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Mitigating cybercrimes in an evolving organizational landscape
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A scheme for the sticky policy representation supporting secure cyber-threat intelligence analysis and sharing
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Actionable threat intelligence for digital forensics readiness
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A target-centric intelligence approach to WannaCry 2.0
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Cyber Threat Predictive Analytics for Improving Cyber Supply Chain Security
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A Threat Hunting Framework for Industrial Control Systems
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Multimodal Classification of Onion Services for Proactive Cyber Threat Intelligence Using Explainable Deep Learning
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HoneyCar: A Framework to Configure Honeypot Vulnerabilities on the Internet of Vehicles
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Offensive Security: Cyber Threat Intelligence Enrichment With Counterintelligence and Counterattack
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Enhancing Cyber Threat Identification in Open-Source Intelligence Feeds Through an Improved Semi-Supervised Generative Adversarial Learning Approach With Contrastive Learning
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A Comparative Study on Cyber Threat Intelligence: The Security Incident Response Perspective
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Cyber Threat Intelligence Mining for Proactive Cybersecurity Defense: A Survey and New Perspectives
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Explainable Intelligence-Driven Defense Mechanism against Advanced Persistent Threats: A Joint Edge Game and AI Approach
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Explainable Artificial Intelligence for Cyber Threat Intelligence (XAI-CTI)
inferredcites →https://doi.org/10.1109/tdsc.2022.3214423openalex-snapshot
Cyber Threat Intelligence Sharing for Co-Operative Defense in Multi-Domain Entities
inferredcites →https://doi.org/10.1109/tem.2023.3279274openalex-snapshot
Sharing Is Caring: Hurdles and Prospects of Open, Crowd-Sourced Cyber Threat Intelligence
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DLTIF: Deep Learning-Driven Cyber Threat Intelligence Modeling and Identification Framework in IoT-Enabled Maritime Transportation Systems
inferredcites →https://doi.org/10.1109/tkde.2020.2987019openalex-snapshot
HinCTI: A Cyber Threat Intelligence Modeling and Identification System Based on Heterogeneous Information Network
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CSKG4APT: A Cybersecurity Knowledge Graph for Advanced Persistent Threat Organization Attribution
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From TTP to IoC: Advanced Persistent Graphs for Threat Hunting
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Practical Intrusion Detection of Emerging Threats
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EFACTLS: Effective Active TLS Fingerprinting for Large-Scale Server Deployment Characterization
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Identification of Wearable Devices with Bluetooth
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Editorial for the Special Issue on Sustainable Cyber Forensics and Threat Intelligence
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Second-generation systematic literature studies using snowballing
inferredcites →https://doi.org/10.1145/3394504openalex-snapshot
Internet-scale Insecurity of Consumer Internet of Things
inferredcites →https://doi.org/10.1145/3409289openalex-snapshot
Proactively Identifying Emerging Hacker Threats from the Dark Web
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Informing Cyber Threat Intelligence through Dark Web Situational Awareness: The AZSecure Hacker Assets Portal
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Investigating Sharing of Cyber Threat Intelligence and Proposing A New Data Model for Enabling Automation in Knowledge Representation and Exchange
inferredcites →https://doi.org/10.1145/3491262openalex-snapshot
Active and Passive Collection of SSH Key Material for Cyber Threat Intelligence
inferredcites →https://doi.org/10.1145/3530977openalex-snapshot
Generating Quality Threat Intelligence Leveraging OSINT and a Cyber Threat Unified Taxonomy
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APTHunter: Detecting Advanced Persistent Threats in Early Stages
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Threat-Based Simulation of Data Exfiltration Toward Mitigating Multiple Ransomware Extortions
inferredcites →https://doi.org/10.1365/s43439-024-00117-1openalex-snapshot
Cyber threat intelligence: existing benefits and challenges for law firms and businesses
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Integration of Cyber Threat Intelligence into Security Onion and Malcolm for the use case of industrial networks
inferredcites →https://doi.org/10.15439/2023f6880openalex-snapshot
Standards-based Cyber Threat Intelligence sharing using private Blockchains
inferredcites →https://doi.org/10.20525/ijrbs.v12i8.2914openalex-snapshot
Cyber threat intelligence practices in the national sphere of government in South Africa
inferredcites →https://doi.org/10.25046/aj080612openalex-snapshot
Enhancing Cloud Security: A Comprehensive Framework for Real-Time Detection, Analysis and Cyber Threat Intelligence Sharing
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Creating Proactive Cyber Threat Intelligence with Hacker Exploit Labels: A Deep Transfer Learning Approach
inferredcites →https://doi.org/10.3217/jucs-025-11-1478openalex-snapshot
Cyber Threat Intelligence for Improving Cybersecurity and Risk Management in Critical Infrastructure
inferredcites →https://doi.org/10.3389/fdata.2024.1381163openalex-snapshot
Challenges and efforts in managing AI trustworthiness risks: a state of knowledge
inferredcites →https://doi.org/10.3390/app12031205openalex-snapshot
Methodological Framework to Collect, Process, Analyze and Visualize Cyber Threat Intelligence Data
inferredcites →https://doi.org/10.3390/app12105005openalex-snapshot
Incorporating Cyber Threat Intelligence into Complex Cyber-Physical Systems: A STIX Model for Active Buildings
inferredcites →https://doi.org/10.3390/app122211631openalex-snapshot
CAVeCTIR: Matching Cyber Threat Intelligence Reports on Connected and Autonomous Vehicles Using Machine Learning
inferredcites →https://doi.org/10.3390/computers13030060openalex-snapshot
Cyber Threat Intelligence on Blockchain: A Systematic Literature Review
inferredcites →https://doi.org/10.3390/electronics10030239openalex-snapshot
Cyber Threat Intelligence Framework for Incident Response in an Energy Cloud Platform
inferredcites →https://doi.org/10.3390/electronics10232913openalex-snapshot
A Shared Cyber Threat Intelligence Solution for SMEs
inferredcites →https://doi.org/10.3390/electronics11030416openalex-snapshot
Key Requirements for the Detection and Sharing of Behavioral Indicators of Compromise
inferredcites →https://doi.org/10.3390/electronics11071123openalex-snapshot
Can I Sleep Safely in My Smarthome? A Novel Framework on Automating Dynamic Risk Assessment in IoT Environments
inferredcites →https://doi.org/10.3390/electronics11091401openalex-snapshot
A Reference Model for Cyber Threat Intelligence (CTI) Systems
inferredcites →https://doi.org/10.3390/electronics11152287openalex-snapshot
Recent Progress of Using Knowledge Graph for Cybersecurity
inferredcites →https://doi.org/10.3390/electronics12020342openalex-snapshot
Swarm Optimization and Machine Learning Applied to PE Malware Detection towards Cyber Threat Intelligence
inferredcites →https://doi.org/10.3390/electronics12112454openalex-snapshot
A Blockchain-Based Incentive Mechanism for Sharing Cyber Threat Intelligence
inferredcites →https://doi.org/10.3390/electronics12112474openalex-snapshot
A Study of the Ordinal Scale Classification Algorithm for Cyber Threat Intelligence Based on Deception Technology
inferredcites →https://doi.org/10.3390/electronics12143185openalex-snapshot
Vulnerability Identification and Assessment for Critical Infrastructures in the Energy Sector
inferredcites →https://doi.org/10.3390/electronics12173610openalex-snapshot
Novel Application of Open-Source Cyber Intelligence
inferredcites →https://doi.org/10.3390/electronics13112021openalex-snapshot
Towards an AI-Enhanced Cyber Threat Intelligence Processing Pipeline
inferredcites →https://doi.org/10.3390/electronics13132526openalex-snapshot
Enhancing Cyber-Threat Intelligence in the Arab World: Leveraging IoC and MISP Integration
inferredcites →https://doi.org/10.3390/electronics9030521openalex-snapshot
BLOCIS: Blockchain-Based Cyber Threat Intelligence Sharing Framework for Sybil-Resistance
inferredcites →https://doi.org/10.3390/electronics9050824openalex-snapshot
A Comparative Analysis of Cyber-Threat Intelligence Sources, Formats and Languages
inferredcites →https://doi.org/10.3390/fi12060108openalex-snapshot
A Methodology to Evaluate Standards and Platforms within Cyber Threat Intelligence
inferredcites →https://doi.org/10.3390/fi13020040openalex-snapshot
An Automatic Generation Approach of the Cyber Threat Intelligence Records Based on Multi-Source Information Fusion
inferredcites →https://doi.org/10.3390/forensicsci4010002openalex-snapshot
Instrumenting OpenCTI with a Capability for Attack Attribution Support
inferredcites →https://doi.org/10.3390/info14060349openalex-snapshot
Towards Safe Cyber Practices: Developing a Proactive Cyber-Threat Intelligence System for Dark Web Forum Content by Identifying Cybercrimes
inferredcites →https://doi.org/10.3390/info9080189openalex-snapshot
First Steps towards Data-Driven Adversarial Deduplication
inferredcites →https://doi.org/10.3390/iot2010001openalex-snapshot
Decentralized Actionable Cyber Threat Intelligence for Networks and the Internet of Things
inferredcites →https://doi.org/10.3390/jcp1010008openalex-snapshot
Sharing Machine Learning Models as Indicators of Compromise for Cyber Threat Intelligence
inferredcites →https://doi.org/10.3390/jcp4020018openalex-snapshot
An Integrated Approach to Cyber Risk Management with Cyber Threat Intelligence Framework to Secure Critical Infrastructure
inferredcites →https://doi.org/10.3390/math12091364openalex-snapshot
IPAttributor: Cyber Attacker Attribution with Threat Intelligence-Enriched Intrusion Data
inferredcites →https://doi.org/10.3390/pr10122673openalex-snapshot
Cyber Threat Intelligence for IoT Using Machine Learning
inferredcites →https://doi.org/10.3390/s22093373openalex-snapshot
Cyber Threat Intelligence-Based Malicious URL Detection Model Using Ensemble Learning
inferredcites →https://doi.org/10.3390/s23146302openalex-snapshot
Unmasking Cybercrime with Artificial-Intelligence-Driven Cybersecurity Analytics
inferredcites →https://doi.org/10.3390/s23167273openalex-snapshot
A Systematic Literature Review on Cyber Threat Intelligence for Organizational Cybersecurity Resilience
inferredcites →https://doi.org/10.3390/su12166401openalex-snapshot
Blockchain-Based Cyber Threat Intelligence System Architecture for Sustainable Computing
inferredcites →https://doi.org/10.4018/ijcac.300770openalex-snapshot
Taxonomical Challenges for Cyber Incident Response Threat Intelligence
inferredcites →https://doi.org/10.48550/arxiv.2204.04254openalex-snapshot
HBFL: A Hierarchical Blockchain-based Federated Learning Framework for a Collaborative IoT Intrusion Detection
inferredcites →https://doi.org/10.48550/arxiv.2207.11076openalex-snapshot
Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence
inferredcites →https://doi.org/10.58729/1941-6687.1436openalex-snapshot
Cyber Threat Intelligence Discovery using Machine Learning from the Dark Web
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