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The Current Research Status of AI-Based Network Security Situational Awareness
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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/spy2.181openalex-snapshot
Prediction of network security situation awareness based on an improved model combined with neural network
inferredcites →https://doi.org/10.1007/978-981-10-8681-6_67openalex-snapshot
The Future of Cybersecurity: Major Role of Artificial Intelligence, Machine Learning, and Deep Learning in Cyberspace
inferredcites →https://doi.org/10.1007/s00259-019-04373-wopenalex-snapshot
Artificial intelligence, machine (deep) learning and radio(geno)mics: definitions and nuclear medicine imaging applications
inferredcites →https://doi.org/10.1007/s10111-018-0464-4openalex-snapshot
The influence of task load on situation awareness and control strategy in the ATC tower environment
inferredcites →https://doi.org/10.1007/s10462-020-09838-1openalex-snapshot
A review on the long short-term memory model
inferredcites →https://doi.org/10.1007/s10462-020-09841-6openalex-snapshot
Artificial intelligence, machine learning and process automation: existing knowledge frontier and way forward for mining sector
inferredcites →https://doi.org/10.1016/j.asoc.2019.04.016openalex-snapshot
Optimizing wavelet neural networks using modified cuckoo search for multi-step ahead chaotic time series prediction
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.cose.2014.05.003openalex-snapshot
Information security incident management: Current practice as reported in the literature
inferredcites →https://doi.org/10.1016/j.eswa.2021.116467openalex-snapshot
Prioritizing vulnerability patches in large networks
inferredcites →https://doi.org/10.1016/j.eswa.2022.118992openalex-snapshot
Swin transformer based vehicle detection in undisciplined traffic environment
inferredcites →https://doi.org/10.1016/j.infsof.2021.106771openalex-snapshot
Software security patch management - A systematic literature review of challenges, approaches, tools and practices
inferredcites →https://doi.org/10.1016/j.jnca.2021.102985openalex-snapshot
DISTILLER: Encrypted traffic classification via multimodal multitask deep learning
inferredcites →https://doi.org/10.1016/j.neunet.2013.01.008openalex-snapshot
Wavelet neural networks: A practical guide
inferredcites →https://doi.org/10.1016/s0893-6080(97)00002-6openalex-snapshot
An Efficient Method to Construct a Radial Basis Function Neural Network Classifier
inferredcites →https://doi.org/10.1038/323533a0openalex-snapshot
Learning representations by back-propagating errors
inferredcites →https://doi.org/10.1088/1742-6596/2078/1/012067openalex-snapshot
Analysis and Application of intelligent Power Control System Cyber Security Situation Awareness Based on Wavelet Neural Network
inferredcites →https://doi.org/10.1088/1742-6596/2258/1/012039openalex-snapshot
A network security situation assessment model based on BP neural network optimized by D-S evidence theory
inferredcites →https://doi.org/10.1109/5.554205openalex-snapshot
An introduction to multisensor data fusion
inferredcites →https://doi.org/10.1109/access.2018.2836950openalex-snapshot
Machine Learning and Deep Learning Methods for Cybersecurity
inferredcites →https://doi.org/10.1109/comst.2018.2883147openalex-snapshot
Towards the Deployment of Machine Learning Solutions in Network Traffic Classification: A Systematic Survey
inferredcites →https://doi.org/10.1109/comst.2021.3117338openalex-snapshot
A Comparative Study on Cyber Threat Intelligence: The Security Incident Response Perspective
inferredcites →https://doi.org/10.1109/dsn.2015.16openalex-snapshot
phpSAFE: A Security Analysis Tool for OOP Web Application Plugins
inferredcites →https://doi.org/10.1109/edcc.2017.16openalex-snapshot
On Combining Diverse Static Analysis Tools for Web Security: An Empirical Study
inferredcites →https://doi.org/10.1109/iccmc51019.2021.9418356openalex-snapshot
Retracted: Prediction and Visualisation of Viral Genome Antigen Using Deep Learning & Artificial Intelligence
inferredcites →https://doi.org/10.1109/iccubea.2018.8697857openalex-snapshot
A Review of Machine Learning and Deep Learning Applications
inferredcites →https://doi.org/10.1109/icict50816.2021.9358549openalex-snapshot
Implementation of Grey Scale Normalization in Machine Learning & Artificial Intelligence for Bioinformatics using Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/ictke.2017.8259629openalex-snapshot
Artificial intelligence, machine learning and deep learning
inferredcites →https://doi.org/10.1109/isie.2011.5984328openalex-snapshot
Comparison between traditional neural networks and radial basis function networks
inferredcites →https://doi.org/10.1109/isssr53171.2021.00024openalex-snapshot
Research on Assessment Algorithm for Network Security Situation based on SSA-BP Neural Network
inferredcites →https://doi.org/10.1109/itnec.2019.8729178openalex-snapshot
APT Attack Situation Assessment Model Based on optimized BP Neural Network
inferredcites →https://doi.org/10.1109/mcom.2019.1800819openalex-snapshot
Deep Learning for Encrypted Traffic Classification: An Overview
inferredcites →https://doi.org/10.1109/milcom.2001.985765openalex-snapshot
Defense-in-depth revisited: qualitative risk analysis methodology for complex network-centric operations
inferredcites →https://doi.org/10.1109/msn53354.2021.00045openalex-snapshot
Flow Transformer: A Novel Anonymity Network Traffic Classifier with Attention Mechanism
inferredcites →https://doi.org/10.1109/msp.2015.30openalex-snapshot
Gaining an Edge in Cyberspace with Advanced Situational Awareness
inferredcites →https://doi.org/10.1109/naecon.1988.195097openalex-snapshot
Situation awareness global assessment technique (SAGAT)
inferredcites →https://doi.org/10.1109/surv.2013.100613.00161openalex-snapshot
A Survey of Payload-Based Traffic Classification Approaches
inferredcites →https://doi.org/10.1109/tdsc.2018.2804394openalex-snapshot
Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web)
inferredcites →https://doi.org/10.1109/tii.2020.2988870openalex-snapshot
Multilevel Identification and Classification Analysis of Tor on Mobile and PC Platforms
inferredcites →https://doi.org/10.1109/tii.2020.3047607openalex-snapshot
Toward the Prediction Level of Situation Awareness for Electric Power Systems Using CNN-LSTM Network
inferredcites →https://doi.org/10.1109/tnet.2022.3215507openalex-snapshot
A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification
inferredcites →https://doi.org/10.1109/tpds.2022.3196840openalex-snapshot
Elastic and Reliable Bandwidth Reservation Based on Distributed Traffic Monitoring and Control
inferredcites →https://doi.org/10.1109/tsc.2021.3106264openalex-snapshot
Delay-Optimized Multicast Tree Packing in Software-Defined Networks
inferredcites →https://doi.org/10.1109/tvt.2021.3119429openalex-snapshot
Toward Concurrent Video Multicast Orchestration for Caching-Assisted Mobile Networks
inferredcites →https://doi.org/10.1111/odi.12547openalex-snapshot
Situational awareness – what it means for clinicians, its recognition and importance in patient safety
inferredcites →https://doi.org/10.1117/12.720090openalex-snapshot
A Markov game theoretic data fusion approach for cyber situational awareness
inferredcites →https://doi.org/10.1142/s0218348x22400904openalex-snapshot
APPLICATION OF FRACTAL NEURAL NETWORK IN NETWORK SECURITY SITUATION AWARENESS
inferredcites →https://doi.org/10.1145/1028788.1028805openalex-snapshot
Class-of-service mapping for QoS
inferredcites →https://doi.org/10.1145/3485447.3512217openalex-snapshot
ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification
inferredcites →https://doi.org/10.1145/3534678.3539314openalex-snapshot
MT-FlowFormer: A Semi-Supervised Flow Transformer for Encrypted Traffic Classification
inferredcites →https://doi.org/10.1145/3585386openalex-snapshot
VulANalyzeR: Explainable Binary Vulnerability Detection with Multi-task Learning and Attentional Graph Convolution
inferredcites →https://doi.org/10.1177/0008125619864925openalex-snapshot
A Brief History of Artificial Intelligence: On the Past, Present, and Future of Artificial Intelligence
inferredcites →https://doi.org/10.1557/mrs.2019.157openalex-snapshot
Artificial intelligence/machine learning in manufacturing and inspection: A GE perspective
inferredcites →https://doi.org/10.21236/ada289438openalex-snapshot
Proceedings of the Human Factors Society Annual Meeting (27th) on the Effect of Delayed Report on Subjective Ratings of Mental Workloads, Held at Norkfolk, VA on 10-14 October 1983.
inferredcites →https://doi.org/10.21236/ada421664openalex-snapshot
State of the Practice of Computer Security Incident Response Teams (CSIRTs)
inferredcites →https://doi.org/10.2991/iccse-17.2017.24openalex-snapshot
Survey of Network Security Situation Awareness
inferredcites →https://doi.org/10.3233/jcs-1999-7103openalex-snapshot
NetSTAT: A network-based intrusion detection system
inferredcites →https://doi.org/10.3390/electronics12030483openalex-snapshot
Network Situation Assessment Method Based on Improved BP Neural Network
inferredcites →https://doi.org/10.3390/s21144788openalex-snapshot
Research on Network Security Situation Awareness Based on the LSTM-DT Model
inferredcites →https://doi.org/10.3390/s21144939openalex-snapshot
Towards a Machine Learning Based Situational Awareness Framework for Cybersecurity: An SDN Implementation
inferredcites →https://doi.org/10.3390/su12020492openalex-snapshot
Artificial Intelligence and Machine Learning Applications in Smart Production: Progress, Trends, and Directions
inferredcites →https://doi.org/10.47852/bonviewjcce149145205514openalex-snapshot
Research on Internet Security Situation Awareness Prediction Technology Based on Improved RBF Neural Network Algorithm
inferredcites →https://doi.org/10.52866/ijcsm.2022.01.01.013openalex-snapshot
Has the Future Started? The Current Growth of Artificial Intelligence, Machine Learning, and Deep Learning
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/itl2.70006openalex-snapshot
Deep Learning‐Driven Network Security Situation Awareness Method in 6G Environment
inferred← citeshttps://doi.org/10.1007/978-3-031-56848-0_11openalex-snapshot
AI-Driven Innovations for Comprehensive Campus-Wide Monitoring Support Services
inferred← citeshttps://doi.org/10.1007/978-981-95-4415-8_24openalex-snapshot
Key Performance Indicators for 6G Technology
inferred← citeshttps://doi.org/10.1007/978-981-95-6252-7_2openalex-snapshot
Research on the Architecture of the Generative Artificial Intelligence Model in the Power Network Security Scenario
inferred← citeshttps://doi.org/10.1007/s12559-026-10611-9openalex-snapshot
A Systematic Review of Machine Learning for Situation Awareness
inferred← citeshttps://doi.org/10.1007/s41870-025-02888-0openalex-snapshot
A hybrid LSTM-auto encoder and random forest-based cybersecurity framework with blockchain and Kafka integration
inferred← citeshttps://doi.org/10.1016/j.entcom.2026.101201openalex-snapshot
Research on the optimization of emotional and adaptive entertainment situational awareness in sports education with the integration of 6G network and federated learning
inferred← citeshttps://doi.org/10.1016/j.jksuci.2023.101840openalex-snapshot
Network virus propagation and security situation awareness based on Hidden Markov Model
inferred← citeshttps://doi.org/10.1016/j.procs.2026.03.372openalex-snapshot
Network Security Protection System Based on Artificial Intelligence Algorithms
inferred← citeshttps://doi.org/10.1109/access.2025.3528114openalex-snapshot
A Comprehensive Review of AI’s Current Impact and Future Prospects in Cybersecurity
inferred← citeshttps://doi.org/10.1109/nmitcon62075.2024.10698931openalex-snapshot
Computer Network Security Situation Awareness using One Dimensional Convolutional Neural Network
inferred← citeshttps://doi.org/10.1145/3814961openalex-snapshot
A Situation-Based Adaptive Defense Framework For IIoT Using Hierarchical Multi-Agent Reinforcement Learning
inferred← citeshttps://doi.org/10.21869/2223-1560-2025-29-4-125-139openalex-snapshot
Application of artificial intelligence for detecting information-technical impacts
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/w17030325openalex-snapshot
Application of the JDL Model for Care and Management of Greenhouse Banana Cultivation
inferred← citeshttps://doi.org/10.5121/ijcsit.2023.15404openalex-snapshot
Wi-Fi Data Analysis based on Machine Learning
inferred← citeshttps://doi.org/10.7862/re.2024.5openalex-snapshot
Impact of Artificial Intelligence on Computer Networks
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