On the public citation graph

Federated Learning for Cyber Threat Intelligence: A Comprehensive Survey of Methods, Challenges, and Future Directions

https://doi.org/10.2139/ssrn.7207445

0 signed · 89 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.

Claim with ORCID

Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.

See reference health

What this work says

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

inferredcites →https://doi.org/10.1007/978-3-031-01585-4openalex-snapshot

Federated Learning

inferredcites →https://doi.org/10.1007/978-3-031-73151-8_6openalex-snapshot

A Decentralized Cyber Threat Information (CTI) Sharing Platform

inferredcites →https://doi.org/10.1007/978-3-319-76687-4_12openalex-snapshot

Towards an Anonymity Supported Platform for Shared Cyber Threat Intelligence

inferredcites →https://doi.org/10.1007/s00607-016-0508-7openalex-snapshot

A brief introduction to distributed systems

inferredcites →https://doi.org/10.1007/s10207-020-00490-yopenalex-snapshot

Measuring and visualizing cyber threat intelligence quality

inferredcites →https://doi.org/10.1007/s10207-020-00528-1openalex-snapshot

DEALER: decentralized incentives for threat intelligence reporting and exchange

inferredcites →https://doi.org/10.1007/s10462-023-10454-yopenalex-snapshot

Open-source intelligence: a comprehensive review of the current state, applications and future perspectives in cyber security

inferredcites →https://doi.org/10.1007/s10922-022-09691-3openalex-snapshot

Cyber Threat Intelligence Sharing Scheme Based on Federated Learning for Network Intrusion Detection

inferredcites →https://doi.org/10.1007/s11235-019-00613-4openalex-snapshot

Cybersecurity threat intelligence knowledge exchange based on blockchain

inferredcites →https://doi.org/10.1007/s41666-020-00082-4openalex-snapshot

Federated Learning for Healthcare Informatics

inferredcites →https://doi.org/10.1016/j.compag.2021.106648openalex-snapshot

The role of cross-silo federated learning in facilitating data sharing in the agri-food sector

inferredcites →https://doi.org/10.1016/j.compeleceng.2020.106587openalex-snapshot

An incentive mechanism for data sharing based on blockchain with smart contracts

inferredcites →https://doi.org/10.1016/j.cose.2017.09.001openalex-snapshot

A survey on technical threat intelligence in the age of sophisticated cyber attacks

inferredcites →https://doi.org/10.1016/j.cose.2019.03.016openalex-snapshot

A blockchain based approach for the definition of auditable Access Control systems

inferredcites →https://doi.org/10.1016/j.cose.2023.103352openalex-snapshot

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

inferredcites →https://doi.org/10.1016/j.cosrev.2025.100765openalex-snapshot

NLP-based techniques for Cyber Threat Intelligence

inferredcites →https://doi.org/10.1016/j.future.2019.02.050openalex-snapshot

Edge computing: A survey

inferredcites →https://doi.org/10.1016/j.future.2019.06.026openalex-snapshot

A cloud-edge based data security architecture for sharing and analysing cyber threat information

inferredcites →https://doi.org/10.1016/j.heliyon.2024.e38137openalex-snapshot

Federated learning: Overview, strategies, applications, tools and future directions

inferredcites →https://doi.org/10.1016/j.iot.2024.101351openalex-snapshot

CICIoMT2024: A benchmark dataset for multi-protocol security assessment in IoMT

inferredcites →https://doi.org/10.1016/j.jisa.2024.103786openalex-snapshot

Current approaches and future directions for Cyber Threat Intelligence sharing: A survey

inferredcites →https://doi.org/10.1016/j.neunet.2025.107301openalex-snapshot

Quantum federated learning with pole-angle quantum local training and trainable measurement

inferredcites →https://doi.org/10.1016/j.tre.2025.104153openalex-snapshot

Enhancing data sharing in maritime blockchain platforms: An incentive mechanism based on principal-agent model

inferredcites →https://doi.org/10.1017/9781316888513openalex-snapshot

Darkweb Cyber Threat Intelligence Mining

inferredcites →https://doi.org/10.1038/s41586-022-04940-6openalex-snapshot

Practical quantum advantage in quantum simulation

inferredcites →https://doi.org/10.1038/s41598-024-83682-zopenalex-snapshot

Hybrid quantum enhanced federated learning for cyber attack detection

inferredcites →https://doi.org/10.1109/access.2018.2890507openalex-snapshot

Blockchain for AI: Review and Open Research Challenges

inferredcites →https://doi.org/10.1109/access.2020.3010470openalex-snapshot

Variational Quantum Circuits for Deep Reinforcement Learning

inferredcites →https://doi.org/10.1109/access.2020.3022862openalex-snapshot

TON_IoT Telemetry Dataset: A New Generation Dataset of IoT and IIoT for Data-Driven Intrusion Detection Systems

inferredcites →https://doi.org/10.1109/access.2021.3124029openalex-snapshot

Federated Learning for Privacy-Preserving Speaker Recognition

inferredcites →https://doi.org/10.1109/access.2022.3162588openalex-snapshot

Robust Botnet DGA Detection: Blending XAI and OSINT for Cyber Threat Intelligence Sharing

inferredcites →https://doi.org/10.1109/access.2024.3351108openalex-snapshot

A Methodology for Developing & Assessing CTI Quality Metrics

inferredcites →https://doi.org/10.1109/bigdata47090.2019.9005507openalex-snapshot

Federated Wireless Network Intrusion Detection

inferredcites →https://doi.org/10.1109/bigdata47090.2019.9006280openalex-snapshot

Secure and Efficient Federated Transfer Learning

inferredcites →https://doi.org/10.1109/ccwc47524.2020.9031164openalex-snapshot

BloCyNfo-Share: Blockchain based Cybersecurity Information Sharing with Fine Grained Access Control

inferredcites →https://doi.org/10.1109/comst.2015.2402161openalex-snapshot

Intrusion Detection in 802.11 Networks: Empirical Evaluation of Threats and a Public Dataset

inferredcites →https://doi.org/10.1109/comst.2015.2494502openalex-snapshot

A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection

inferredcites →https://doi.org/10.1109/comst.2015.2497690openalex-snapshot

Darknet as a Source of Cyber Intelligence: Survey, Taxonomy, and Characterization

inferredcites →https://doi.org/10.1109/comst.2020.3033665openalex-snapshot

The Security Reference Architecture for Blockchains: Toward a Standardized Model for Studying Vulnerabilities, Threats, and Defenses

inferredcites →https://doi.org/10.1109/comst.2023.3254481openalex-snapshot

A Survey of Important Issues in Quantum Computing and Communications

inferredcites →https://doi.org/10.1109/comst.2023.3273282openalex-snapshot

Cyber Threat Intelligence Mining for Proactive Cybersecurity Defense: A Survey and New Perspectives

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/fit.2018.00030openalex-snapshot

A Supervised Machine Learning Based Approach for Automatically Extracting High-Level Threat Intelligence from Unstructured Sources

inferredcites →https://doi.org/10.1109/icassp43922.2022.9746622openalex-snapshot

Quantum Federated Learning with Quantum Data

inferredcites →https://doi.org/10.1109/icdmw51313.2020.00075openalex-snapshot

A Literature Review on Mining Cyberthreat Intelligence from Unstructured Texts

inferredcites →https://doi.org/10.1109/icnc57223.2023.10074279openalex-snapshot

Adaptive Resource Allocation in Quantum Key Distribution (QKD) for Federated Learning

inferredcites →https://doi.org/10.1109/iotm.0001.1900109openalex-snapshot

AI, Blockchain, and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions

inferredcites →https://doi.org/10.1109/jcn.2020.000015openalex-snapshot

AFRL: Adaptive federated reinforcement learning for intelligent jamming defense in FANET

inferredcites →https://doi.org/10.1109/jiot.2020.3007662openalex-snapshot

Realizing the Heterogeneity: A Self-Organized Federated Learning Framework for IoT

inferredcites →https://doi.org/10.1109/jiot.2020.3032544openalex-snapshot

Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT

inferredcites →https://doi.org/10.1109/jproc.2019.2921977openalex-snapshot

Deep Learning With Edge Computing: A Review

inferredcites →https://doi.org/10.1109/mcom.001.1900461openalex-snapshot

Federated Learning for Wireless Communications: Motivation, Opportunities, and Challenges

inferredcites →https://doi.org/10.1109/mis.2018.111145153openalex-snapshot

Predicting Adversarial Cyber-Intrusion Stages Using Autoregressive Neural Networks

inferredcites →https://doi.org/10.1109/mis.2020.2988525openalex-snapshot

A Secure Federated Transfer Learning Framework

inferredcites →https://doi.org/10.1109/mis.2021.3082561openalex-snapshot

SecureBoost: A Lossless Federated Learning Framework

inferredcites →https://doi.org/10.1109/mnet.011.2000286openalex-snapshot

Internet of Things Intrusion Detection: Centralized, On-Device, or Federated Learning?

inferredcites →https://doi.org/10.1109/mnet.134.2200619openalex-snapshot

Secure Federated Learning in Quantum Autonomous Vehicular Networks

inferredcites →https://doi.org/10.1109/netsoft48620.2020.9165396openalex-snapshot

Collaborative Cyber Attack Defense in SDN Networks using Blockchain Technology

inferredcites →https://doi.org/10.1109/tce.2024.3377550openalex-snapshot

Federated Quantum-Based Privacy-Preserving Threat Detection Model for Consumer Internet of Things

inferredcites →https://doi.org/10.1109/ths.2012.6459892openalex-snapshot

A collaborative information sharing framework for Community Cyber Security

inferredcites →https://doi.org/10.1109/tii.2020.3023430openalex-snapshot

DeepFed: Federated Deep Learning for Intrusion Detection in Industrial Cyber–Physical Systems

inferredcites →https://doi.org/10.1109/tii.2020.3043458openalex-snapshot

Fed-IIoT: A Robust Federated Malware Detection Architecture in Industrial IoT

inferredcites →https://doi.org/10.1109/tii.2021.3119038openalex-snapshot

Federated Learning for Cybersecurity: Concepts, Challenges, and Future Directions

inferredcites →https://doi.org/10.1109/tits.2020.3027390openalex-snapshot

Collaborative Intrusion Detection for VANETs: A Deep Learning-Based Distributed SDN Approach

inferredcites →https://doi.org/10.1109/tits.2021.3130906openalex-snapshot

OQFL: An Optimized Quantum-Based Federated Learning Framework for Defending Against Adversarial Attacks in Intelligent Transportation Systems

inferredcites →https://doi.org/10.1126/science.aaa8415openalex-snapshot

Machine learning: Trends, perspectives, and prospects

inferredcites →https://doi.org/10.1145/2043621.2043623openalex-snapshot

Group-Centric Secure Information-Sharing Models for Isolated Groups

inferredcites →https://doi.org/10.1145/3571726openalex-snapshot

What Are the Attackers Doing Now? Automating Cyberthreat Intelligence Extraction from Text on Pace with the Changing Threat Landscape: A Survey

inferredcites →https://doi.org/10.11591/ijeecs.v10.i1.pp371-379openalex-snapshot

Cyber Threat Intelligence – Issue and Challenges

inferredcites →https://doi.org/10.1201/9781003107507-8openalex-snapshot

Blockchain Technology in the Energy Sector

inferredcites →https://doi.org/10.1371/journal.pone.0230706openalex-snapshot

LoAdaBoost: Loss-based AdaBoost federated machine learning with reduced computational complexity on IID and non-IID intensive care data

inferredcites →https://doi.org/10.15439/2023f6880openalex-snapshot

Standards-based Cyber Threat Intelligence sharing using private Blockchains

inferredcites →https://doi.org/10.1609/aaai.v34i04.5826openalex-snapshot

Robust Federated Learning via Collaborative Machine Teaching

inferredcites →https://doi.org/10.22331/q-2021-03-29-422openalex-snapshot

Dimensional Expressivity Analysis of Parametric Quantum Circuits

inferredcites →https://doi.org/10.23919/mipro.2019.8756651openalex-snapshot

MIMIC: a Cybersecurity Threat Turns into a Fog Computing Agent for IoT Systems

inferredcites →https://doi.org/10.26438/ijcse/v7i2.421426openalex-snapshot

Cloud Computing Characteristics and Services A Brief Review

inferredcites →https://doi.org/10.3389/fcomp.2020.00036openalex-snapshot

The Challenges of Leveraging Threat Intelligence to Stop Data Breaches

inferredcites →https://doi.org/10.3390/app15126878openalex-snapshot

Federated Learning for Cybersecurity: A Privacy-Preserving Approach

inferredcites →https://doi.org/10.3390/electronics10070818openalex-snapshot

inTIME: A Machine Learning-Based Framework for Gathering and Leveraging Web Data to Cyber-Threat Intelligence

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/fi11040100openalex-snapshot

Edge Computing: A Survey On the Hardware Requirements in the Internet of Things World

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/s20216230openalex-snapshot

Federated Learning in Smart City Sensing: Challenges and Opportunities

inferredcites →https://doi.org/10.3390/s23167273openalex-snapshot

A Systematic Literature Review on Cyber Threat Intelligence for Organizational Cybersecurity Resilience

inferredcites →https://doi.org/10.4018/ijfc.2018010102openalex-snapshot

FogLearn: Leveraging Fog-based Machine Learning for Smart System Big Data Analytics

inferredcites →https://doi.org/10.4236/jis.2017.83014openalex-snapshot

Attribute-Based Secure Data Sharing with Efficient Revocation in Fog Computing

inferredcites →https://doi.org/10.5220/0006639801080116openalex-snapshot

Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization

inferredcites →https://doi.org/10.6028/nist.ir.8202openalex-snapshot

Blockchain technology overview

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.