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Network security situation assessment with network attack behavior classification

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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/int.21731openalex-snapshot
Gas Recognition under Sensor Drift by Using Deep Learning
inferredcites →https://doi.org/10.1002/int.22373openalex-snapshot
A Pythagorean fuzzy Petri net based security assessment model for civil aviation airport security inspection information system
inferredcites →https://doi.org/10.1002/int.22412openalex-snapshot
An attention‐based category‐aware GRU model for the next POI recommendation
inferredcites →https://doi.org/10.1002/int.22508openalex-snapshot
An effective framework for semistructured document classification via hierarchical attention model
inferredcites →https://doi.org/10.1007/978-3-030-68851-6_25openalex-snapshot
A Network Security Situational Awareness Framework Based on Situation Fusion
inferredcites →https://doi.org/10.1016/j.asoc.2021.107096openalex-snapshot
A network security situation assessment method based on adversarial deep learning
inferredcites →https://doi.org/10.1016/j.cie.2018.01.006openalex-snapshot
Study on network security situation awareness based on particle swarm optimization algorithm
inferredcites →https://doi.org/10.1016/j.eswa.2020.113863openalex-snapshot
An improved ELM-based and data preprocessing integrated approach for phishing detection considering comprehensive features
inferredcites →https://doi.org/10.1088/1742-6596/1828/1/012115openalex-snapshot
Research on Network Security Risk Assessment Method Based on Improved AHP
inferredcites →https://doi.org/10.1109/access.2019.2913705openalex-snapshot
Phishing Email Detection Using Improved RCNN Model With Multilevel Vectors and Attention Mechanism
inferredcites →https://doi.org/10.1109/access.2019.2939490openalex-snapshot
Network Security Situation Prediction Based on MR-SVM
inferredcites →https://doi.org/10.1109/globecom38437.2019.9013302openalex-snapshot
Time-Related Network Intrusion Detection Model: A Deep Learning Method
inferredcites →https://doi.org/10.1109/jas.2021.1004261openalex-snapshot
Deep Learning Based Attack Detection for Cyber-Physical System Cybersecurity: A Survey
inferredcites →https://doi.org/10.1109/jproc.2020.2993293openalex-snapshot
Software Vulnerability Detection Using Deep Neural Networks: A Survey
inferredcites →https://doi.org/10.1145/332051.332079openalex-snapshot
Intrusion detection systems and multisensor data fusion
inferredcites →https://doi.org/10.1145/3417978openalex-snapshot
A Survey of Android Malware Detection with Deep Neural Models
inferredcites →https://doi.org/10.1145/3465171openalex-snapshot
Machine Learning–based Cyber Attacks Targeting on Controlled Information
inferredcites →https://doi.org/10.1145/3487890openalex-snapshot
Artificial Intelligence Security: Threats and Countermeasures
inferredcites →https://doi.org/10.1155/2020/8886516openalex-snapshot
A Security Situation Assessment Model of Information System for Smart Mobile Devices
inferredcites →https://doi.org/10.3390/sym12040598openalex-snapshot
Software Security Estimation Using the Hybrid Fuzzy ANP-TOPSIS Approach: Design Tactics Perspective

What points at this work

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

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An active defense model based on situational awareness and firewalls
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Understanding digit‐only financial account passwords: ID card, structure, and security
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IoT botnet detection with feature reconstruction and interval optimization
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Enhancing Workflow Security in Multi-cloud Environments Through Monitoring and Adaptation upon Cloud Service and Network Security Violations
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Behavioral Authentication for Security and Safety
inferred← citeshttps://doi.org/10.1007/s11276-026-04106-6openalex-snapshot
Review on network situation awareness to cloud computing security in Industry 4.0
inferred← citeshttps://doi.org/10.1016/j.csi.2023.103822openalex-snapshot
MRAN: Multimodal relationship-aware attention network for fake news detection
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MRFM: A timely detection method for DDoS attacks in IoT with multidimensional reconstruction and function mapping
inferred← citeshttps://doi.org/10.1016/j.jestch.2025.102118openalex-snapshot
A low cost compact network TAP device with Raspberry Pi 4
inferred← citeshttps://doi.org/10.1051/sands/2024003openalex-snapshot
Behavioral authentication for security and safety
inferred← citeshttps://doi.org/10.1080/02533839.2025.2514536openalex-snapshot
Network security situation assessment based on CBAM-EfficientNet for anomaly detection
inferred← citeshttps://doi.org/10.1080/09540091.2022.2139353openalex-snapshot
Malware detection based on visualization of recombined API instruction sequence
inferred← citeshttps://doi.org/10.1080/09540091.2023.2174080openalex-snapshot
Network security situation assessment based on dual attention mechanism and HHO-ResNeXt
inferred← citeshttps://doi.org/10.1109/access.2024.3468993openalex-snapshot
Machine Learning Based Method for Insurance Fraud Detection on Class Imbalance Datasets With Missing Values
inferred← citeshttps://doi.org/10.1109/access.2025.3589620openalex-snapshot
Anomaly Detection Model in Network Security Situational Awareness Based on Machine Learning: Limitation, Techniques, and Future Trends
inferred← citeshttps://doi.org/10.1109/ccdc58219.2023.10327362openalex-snapshot
Adaptive Event-Triggered Mechanism-Based Synchronization Control of Master-Slave Delayed Neural Networks Under Randomly Occurring Deception Attack
inferred← citeshttps://doi.org/10.1109/comst.2026.3660854openalex-snapshot
Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches
inferred← citeshttps://doi.org/10.1109/dcoss-iot69657.2026.00071openalex-snapshot
From Correlation to Causation in Intrusion Detection Systems: A Double Machine Learning Approach for IoT Network Behaviour Analysis
inferred← citeshttps://doi.org/10.1109/icaiccit64383.2024.10912232openalex-snapshot
Enhancing Airport Security: Integrating PSO-TAM with Deep Learning for Real-Time Threat Assessment
inferred← citeshttps://doi.org/10.1109/icct62411.2024.10946472openalex-snapshot
Network Situation Assessment Method for Industrial Internet of Things
inferred← citeshttps://doi.org/10.1109/icdacai59742.2023.00123openalex-snapshot
Application of BP Neural Network Algorithm in Network Security Evaluation System
inferred← citeshttps://doi.org/10.1109/iciics63763.2024.10859865openalex-snapshot
Simulation of Network Security Situation Awareness based on Data Analysis
inferred← citeshttps://doi.org/10.1109/icncis67521.2025.11296085openalex-snapshot
A BiGRU-Based Deep Learning Framework with Adaptive Residual Attention for Cybersecurity Assessment
inferred← citeshttps://doi.org/10.1109/jiot.2026.3654622openalex-snapshot
A Network Security Situation Assessment Scheme With Attack Detection Optimized by TAG-Net
inferred← citeshttps://doi.org/10.1109/jsac.2025.3560042openalex-snapshot
Exploring LLM-Based Multi-Agent Situation Awareness for Zero-Trust Space-Air-Ground Integrated Network
inferred← citeshttps://doi.org/10.1109/nana60121.2023.00098openalex-snapshot
Man-machine Cooperative Monitoring System to Support Detection of DoS/DDoS Attacks Through Continuous SOM Diagram Generation
inferred← citeshttps://doi.org/10.1109/scecs65243.2025.11065854openalex-snapshot
SecureNet: Innovating Wireless Network Security Assessment with CNN-LSTM Fusion, Self-Attention, and Feedforward Network
inferred← citeshttps://doi.org/10.1109/ssitcon62437.2024.10796150openalex-snapshot
Data Protection in Cloud Computing Environment: New Dimension of Network Information Security
inferred← citeshttps://doi.org/10.1109/tnsm.2024.3373663openalex-snapshot
A Network Security Situation Prediction Method Based on SSA-GResNeSt
inferred← citeshttps://doi.org/10.1109/trustcom56396.2022.00068openalex-snapshot
DRICP: Defect Risk Identification Using Sample Category Perception
inferred← citeshttps://doi.org/10.1145/3689236.3696737openalex-snapshot
Research on Prediction and Response Algorithm of Network Security Events Driven by Security Situation
inferred← citeshttps://doi.org/10.1155/jama/6828286openalex-snapshot
Fractional Modeling of AI‐Driven Cyberattack Waves via Atomic Solutions of a Nonseparable Fractional PDE
inferred← citeshttps://doi.org/10.1177/14727978251364479openalex-snapshot
Threat assessment model of Internet Information Infrastructure based on knowledge graph
inferred← citeshttps://doi.org/10.14569/ijacsa.2024.01506131openalex-snapshot
Design of Network Security Assessment and Prediction Model Based on Improved K-means Clustering and Intelligent Optimization Recurrent Neural Network
inferred← citeshttps://doi.org/10.3233/idt-230143openalex-snapshot
Design of network security processing system in 5G/6gNG-DSS of intelligent model computer
inferred← citeshttps://doi.org/10.3233/jifs-241030openalex-snapshot
A self-supervised feature fusion approach to situation assessment
inferred← citeshttps://doi.org/10.32604/cmc.2023.036427openalex-snapshot
A New Model for Network Security Situation Assessment of the Industrial Internet
inferred← citeshttps://doi.org/10.32604/cmc.2025.061525openalex-snapshot
A Hierarchical Security Situation Assessment Approach for Train Control System under Cyber Attacks
inferred← citeshttps://doi.org/10.3389/fphy.2025.1616779openalex-snapshot
An agricultural network security situation awareness method based on fusion model in digital economy
inferred← citeshttps://doi.org/10.3390/biomimetics10030128openalex-snapshot
An Enhanced Misinformation Detection Model Based on an Improved Beluga Whale Optimization Algorithm and Cross-Modal Feature Fusion
inferred← citeshttps://doi.org/10.3390/electronics12163458openalex-snapshot
AHP-Based Network Security Situation Assessment for Industrial Internet of Things
inferred← citeshttps://doi.org/10.3390/math11163617openalex-snapshot
Enhanced Internet of Things Security Situation Assessment Model with Feature Optimization and Improved SSA-LightGBM
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