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A New Time Series Dataset for Cyber-Threat Correlation, Regression and Neural-Network-Based Forecasting

https://doi.org/10.3390/info15040199
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What this work says

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

inferredcites →https://doi.org/10.1002/smr.2489openalex-snapshot
Advanced security testing using a cyber‐attack forecasting model: A case study of financial institutions
inferredcites →https://doi.org/10.1016/0169-2070(89)90068-xopenalex-snapshot
A note on a comparison of exponential smoothing methods for forecasting seasonal series
inferredcites →https://doi.org/10.1016/j.dajour.2023.100364openalex-snapshot
A global cyber-threat intelligence system with artificial intelligence and convolutional neural network
inferredcites →https://doi.org/10.1016/j.scs.2021.103523openalex-snapshot
Accuracy improvement of electrical load forecasting against new cyber-attack architectures
inferredcites →https://doi.org/10.1016/s0925-2312(01)00702-0openalex-snapshot
Time series forecasting using a hybrid ARIMA and neural network model
inferredcites →https://doi.org/10.1057/s41288-022-00266-6openalex-snapshot
Cyber risk and cybersecurity: a systematic review of data availability
inferredcites →https://doi.org/10.1080/08839514.2022.2131056openalex-snapshot
Variational Autoencoder for Classification and Regression for Out-of-Distribution Detection in Learning-Enabled Cyber-Physical Systems
inferredcites →https://doi.org/10.1093/cybsec/tyy007openalex-snapshot
Malware in the future? Forecasting of analyst detection of cyber events
inferredcites →https://doi.org/10.1109/comst.2018.2871866openalex-snapshot
Survey of Attack Projection, Prediction, and Forecasting in Cyber Security
inferredcites →https://doi.org/10.1109/dasc/picom/cbdcom/cy59711.2023.10361388openalex-snapshot
DDoS Attack Forecasting Using Transformers
inferredcites →https://doi.org/10.1109/fas-w.2017.168openalex-snapshot
Identifying the Cyber Attack Origin with Partial Observation: A Linear Regression Based Approach
inferredcites →https://doi.org/10.1109/icsccc58608.2023.10176973openalex-snapshot
Cyber Threat Analysis Using Pearson and Spearman Correlation Via Exploratory Data Analysis
inferredcites →https://doi.org/10.1109/ictc52510.2021.9620951openalex-snapshot
Performance evaluation method of cyber attack behaviour forecasting based on mitigation
inferredcites →https://doi.org/10.1109/mnet.2019.1800358openalex-snapshot
Data-Driven Network Intelligence for Anomaly Detection
inferredcites →https://doi.org/10.1109/platcon.2018.8472775openalex-snapshot
Design of a Cyber Threat Information Collection System for Cyber Attack Correlation
inferredcites →https://doi.org/10.1109/tac.2017.2714646openalex-snapshot
Causality Countermeasures for Anomaly Detection in Cyber-Physical Systems
inferredcites →https://doi.org/10.1109/tsusc.2019.2906657openalex-snapshot
An Integrated Framework for Privacy-Preserving Based Anomaly Detection for Cyber-Physical Systems
inferredcites →https://doi.org/10.1145/3064814.3064831openalex-snapshot
Time series forecasting of cyber attack intensity
inferredcites →https://doi.org/10.1587/comex.2022col0039openalex-snapshot
Data collection method for security digital twin on cyber physical systems
inferredcites →https://doi.org/10.24963/ijcai.2018/524openalex-snapshot
Adversarial Regression for Detecting Attacks in Cyber-Physical Systems
inferredcites →https://doi.org/10.3390/a16020108openalex-snapshot
Algorithms in Low-Code-No-Code for Research Applications: A Practical Review
inferredcites →https://doi.org/10.3390/app13020677openalex-snapshot
Knowing Knowledge: Epistemological Study of Knowledge in Transformers
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/electronics12173610openalex-snapshot
Novel Application of Open-Source Cyber Intelligence
inferredcites →https://doi.org/10.3390/fi15070231openalex-snapshot
A New AI-Based Semantic Cyber Intelligence Agent
inferredcites →https://doi.org/10.3390/info14090500openalex-snapshot
Time-Series Neural Network: A High-Accuracy Time-Series Forecasting Method Based on Kernel Filter and Time Attention
inferredcites →https://doi.org/10.3390/s22041494openalex-snapshot
Cyber-Attack Prediction Based on Network Intrusion Detection Systems for Alert Correlation Techniques: A Survey
inferredcites →https://doi.org/10.37458/ssj.4.1.7openalex-snapshot
Cyber Security and Data Collection
inferredcites →https://doi.org/10.4018/ijisp.311465openalex-snapshot
Real-Time Cyber Analytics Data Collection Framework

What points at this work

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

inferred← uses_datahttps://doi.org/10.5281/zenodo.21906397zenodo-depositor-declared
inferred← citeshttps://doi.org/10.1007/978-3-031-96782-5_5openalex-snapshot
The Future Cyber Threat from Drones Against the United Kingdom’s Key Assets
inferred← citeshttps://doi.org/10.1016/j.ject.2024.09.001openalex-snapshot
Advanced computational methods for news classification: A study in neural networks and CNN integrated with GPT
inferred← citeshttps://doi.org/10.1109/icipcn67432.2026.11438963openalex-snapshot
Machine Learning-Driven Forecasting of Emerging Cyber Threats from Underground Digital Forensic Evidence
inferred← citeshttps://doi.org/10.1109/icocics68032.2025.11383943openalex-snapshot
Bot, Tool, or Human? A Machine Learning Approach to Web Attacker Behavior Analysis
inferred← citeshttps://doi.org/10.24136/eq.3846openalex-snapshot
The triple threat: Understanding the effects of cyber threats, corruption, and money laundering on the business environment
inferred← citeshttps://doi.org/10.28925/2663-4023.2025.27.757openalex-snapshot
CORRELATIONAL ANALYSIS OF CYBER INCIDENT TYPES IN THE CONTEXT OF INFORMATION TECHNOLOGIES FOR INTERNATIONAL COMMUNICATIONS SECURITY
inferred← citeshttps://doi.org/10.3390/ai6050099openalex-snapshot
A GPT-Based Approach for Cyber Threat Assessment
inferred← citeshttps://doi.org/10.3390/data11080199openalex-snapshot
A Data-Centric Network Traffic Dataset for Anomaly Detection: Construction, Reproducible Pipeline, and Technical Validation
inferred← citeshttps://doi.org/10.3390/math13040655openalex-snapshot
Mathematical Modeling and Clustering Framework for Cyber Threat Analysis Across Industries
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