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A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights
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Outgoing claims: the papers this work cites, builds on, or argues with.
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Machine Learning Methods for High Level Cyber Situation Awareness
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Hybrid Intelligent Intrusion Detection Scheme
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A Strategy of Network Security Situation Autonomic Awareness
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Network Security Situation Prediction: A Review and Discussion
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Scalable Framework for Cyber Threat Situational Awareness Based on Domain Name Systems Data Analysis
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Cyber situational awareness through network anomaly detection: state of the art and new approaches
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Sol: An Agent-Based Framework for Cyber Situation Awareness
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Voice-Based User-Device Physical Unclonable Functions for Mobile Device Authentication
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A situation awareness model for information security risk management
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Cyber situational awareness – A systematic review of the literature
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A problem shared is a problem halved: A survey on the dimensions of collective cyber defense through security information sharing
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A framework for attack patterns' discovery in honeynet data
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IoT security: Review, blockchain solutions, and open challenges
inferredcites →https://doi.org/10.1016/j.ins.2018.04.065openalex-snapshot
Modeling and clustering attacker activities in IoT through machine learning techniques
inferredcites →https://doi.org/10.1016/j.jisa.2013.08.001openalex-snapshot
MASON: Mobile autonomic security for network access controls
inferredcites →https://doi.org/10.1016/j.neucom.2012.11.050openalex-snapshot
Network anomaly detection with the restricted Boltzmann machine
inferredcites →https://doi.org/10.1016/j.proeng.2011.08.621openalex-snapshot
Security Situation Prediction Based on Dynamic BP Neural with Covariance
inferredcites →https://doi.org/10.1049/cje.2018.10.007openalex-snapshot
Research on Key Technologies of Network Security Situational Awareness for Attack Tracking Prediction
inferredcites →https://doi.org/10.1080/13567888.2019.1708069openalex-snapshot
Artificial intelligence and offensive cyber weapons
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A STATISTICAL INTERPRETATION OF TERM SPECIFICITY AND ITS APPLICATION IN RETRIEVAL
inferredcites →https://doi.org/10.1109/access.2019.2939490openalex-snapshot
Network Security Situation Prediction Based on MR-SVM
inferredcites →https://doi.org/10.1109/aiccsa.2018.8612856openalex-snapshot
A User Authentication Scheme of IoT Devices using Blockchain-Enabled Fog Nodes
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Towards an Open Format for Scalable System Telemetry
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A detailed analysis of the KDD CUP 99 data set
inferredcites →https://doi.org/10.1109/cns.2013.6682753openalex-snapshot
NICE: Network Introspection by Collaborating Endpoints
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Simple event correlator - Best practices for creating scalable configurations
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A network security situation assessment method based on attack intention perception
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Darknet as a Source of Cyber Intelligence: Survey, Taxonomy, and Characterization
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Survey of Attack Projection, Prediction, and Forecasting in Cyber Security
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Scalable Agentless Cloud Network Monitoring
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The Limitations of Deep Learning in Adversarial Settings
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Game Theory with Learning for Cyber Security Monitoring
inferredcites →https://doi.org/10.1109/hpec.2019.8916559openalex-snapshot
Combining Tensor Decompositions and Graph Analytics to Provide Cyber Situational Awareness at HPC Scale
inferredcites →https://doi.org/10.1109/iadcc.2014.6779330openalex-snapshot
Design an anomaly based fuzzy intrusion detection system for packet dropping attack in mobile ad hoc networks
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Honeypots deployment for the analysis and visualization of malware activity and malicious connections
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Dynamic & hybrid honeypot model for scalable network monitoring
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PSO-BPNN-Based Prediction of Network Security Situation
inferredcites →https://doi.org/10.1109/icicse.2008.55openalex-snapshot
Stochastic Game Theoretic Method of Quantification for Network Situational Awareness
inferredcites →https://doi.org/10.1109/icmlc.2007.4370711openalex-snapshot
Quantification of Network Security Situational Awareness Based on Evolutionary Neural Network
inferredcites →https://doi.org/10.1109/icnc.2013.6818041openalex-snapshot
Situation element extraction of network security based on Logistic Regression and Improved Particle Swarm Optimization
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Proceedings of 2018 IEEE 9th International Conference on Software Engineering and Service Science
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Intrusion detection using neural networks and support vector machines
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Cyber Security Situational Awareness
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A new optimizer using particle swarm theory
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Deep learning for prioritizing and responding to intrusion detection alerts
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Proposal and Evaluation of Cyber Defense System Using Blacklist Refined Based on Authentication Results
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An unsupervised framework for detecting anomalous messages from syslog log files
inferredcites →https://doi.org/10.1109/pccc.2010.5682295openalex-snapshot
Belief-free equilibrium of packet forwarding game in ad hoc networks under imperfect monitoring
inferredcites →https://doi.org/10.1109/platcon.2016.7456805openalex-snapshot
Long Short Term Memory Recurrent Neural Network Classifier for Intrusion Detection
inferredcites →https://doi.org/10.1109/qrs-c.2016.14openalex-snapshot
A Study on the State of Practice in Security Situational Awareness
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Improving the performance of self-organizing maps for intrusion detection
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Active learning intrusion detection using k-means clustering selection
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Network security risk assessment method based on HMM and attack graph model
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Password Cracking Using Probabilistic Context-Free Grammars
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Distillation as a Defense to Adversarial Perturbations Against Deep Neural Networks
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Beyond Credential Stuffing: Password Similarity Models Using Neural Networks
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Big Data Analysis-Based Security Situational Awareness for Smart Grid
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Private machine learning classification based on fully homomorphic encryption
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Evaluating the Security and Economic Effects of Moving Target Defense Techniques on the Cloud
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An immunity-based technique to characterize intrusions in computer networks
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A Filter Approach to Multiple Feature Construction for Symbolic Learning Classifiers Using Genetic Programming
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A Survey on Evolutionary Computation Approaches to Feature Selection
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UDhashing: Physical Unclonable Function-Based User-Device Hash for Endpoint Authentication
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GENPass: A Multi-Source Deep Learning Model for Password Guessing
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CNSSA: A Comprehensive Network Security Situation Awareness System
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Situ: Identifying and Explaining Suspicious Behavior in Networks
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situ: Situational understanding and discovery for cyber attacks
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PERCIVAL: proactive and reactive attack and response assessment for cyber incidents using visual analytics
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Unlocking user-centered design methods for building cyber security visualizations
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Deep learning approach for Network Intrusion Detection in Software Defined Networking
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A Markov game theoretic data fusion approach for cyber situational awareness
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Proceedings of the 24th international conference on Machine learning
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Classification using discriminative restricted Boltzmann machines
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Real-time visualization of network behaviors for situational awareness
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Game theoretic attack analysis in online social network (OSN) services
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Malicious Behavior Detection using Windows Audit Logs
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Deep Learning with Differential Privacy
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Situational awareness of network system roles (SANSR)
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Automated Crowdturfing Attacks and Defenses in Online Review Systems
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Guidelines for cybersecurity visualization design
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Proceedings of the 16th International Conference on Availability, Reliability and Security
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Quantitative Method for Network Security Situation Based on Attack Prediction
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Design and Evaluation for Situation Awareness Enhancement
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A novel approach to protect against phishing attacks at client side using auto-updated white-list
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Analysis framework of network security situational awareness and comparison of implementation methods
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A survey of transfer learning
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Network Information Security Situation Assessment Based on Bayesian Network
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Measurement of Situation Awareness in Dynamic Systems
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Deep Learning: Methods and Applications
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Survey of Network Security Situation Awareness
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Deep Q-Learning Based Reinforcement Learning Approach for Network Intrusion Detection
inferredcites →https://doi.org/10.3390/electronics10050589openalex-snapshot
Scalable, High-Performance, and Generalized Subtree Data Anonymization Approach for Apache Spark
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A Big Network Traffic Data Fusion Approach Based on Fisher and Deep Auto-Encoder
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Network Security Situation Awareness Approach Based on Markov Game Model
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Network Security Situation Awareness Framework based on Threat Intelligence
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A Deep Learning Approach for Network Intrusion Detection System
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Multiple Correspondence Analysis
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What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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A BiGRU-Based Deep Learning Framework with Adaptive Residual Attention for Cybersecurity Assessment
inferred← citeshttps://doi.org/10.1109/jiot.2024.3481316openalex-snapshot
Safeguarding Individuals and Organizations From Privacy Breaches: A Comprehensive Review of Problem Domains, Solution Strategies, and Prospective Research Directions
inferred← citeshttps://doi.org/10.1109/netsoft70012.2026.11603464openalex-snapshot
Intelligence Augmentation in a Platform for Cyber Situational Awareness
inferred← citeshttps://doi.org/10.1109/tifs.2025.3618380openalex-snapshot
Attention-Driven Deep Neural Networks With Cross-Channel Temporal Modeling for Robust Cybersecurity Situational Awareness
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/tnsm.2025.3580471openalex-snapshot
SegCoT: Dependable Intrusion Detection System Based on Segment-Wise CoTransformer for Ship Communication Networks
inferred← citeshttps://doi.org/10.1109/wocc69802.2026.11556168openalex-snapshot
Timestamp-Free based Cooperative Clock Synchronization for Time-Sensitive Human-Machine Systems
inferred← citeshttps://doi.org/10.1145/3565570openalex-snapshot
Smart Grid Cyber-Physical Situational Awareness of Complex Operational Technology Attacks: A Review
inferred← citeshttps://doi.org/10.1145/3625469.3625495openalex-snapshot
Research on Construction of Cybersecurity Crisis Management System and Decision-making Ability in Universities
inferred← citeshttps://doi.org/10.21203/rs.3.rs-4963553/v1openalex-snapshot
Systematic Review of Fuzzing in IoT: Evaluating Techniques, Vulnerabilities, and Research Gaps
inferred← citeshttps://doi.org/10.2478/raft-2025-0043openalex-snapshot
Considerations on Cyber Situational Awareness – Theoretical Fundamentals and Implementation Models
inferred← citeshttps://doi.org/10.28925/2663-4023.2026.34.1272openalex-snapshot
METHOD FOR DECISION SUPPORT AND DEPENDABILITY ASSURANCE OF INFORMATION SYSTEMS OF SITUATIONAL CENTERS
inferred← citeshttps://doi.org/10.3233/idt-230238openalex-snapshot
Application of machine learning algorithm and data evaluation in computer network security situation awareness technology
inferred← citeshttps://doi.org/10.3233/jifs-241030openalex-snapshot
A self-supervised feature fusion approach to situation assessment
inferred← citeshttps://doi.org/10.3389/feduc.2023.988043openalex-snapshot
Gamification as a neuroergonomic approach to improving interpersonal situational awareness in cyber defense
inferred← citeshttps://doi.org/10.3390/electronics13224556openalex-snapshot
Intelligent Analysis and Prediction of Computer Network Security Logs Based on Deep Learning
inferred← citeshttps://doi.org/10.3390/electronics14030553openalex-snapshot
Network Security Situation Element Extraction Algorithm Based on Hybrid Deep Learning
inferred← citeshttps://doi.org/10.3390/fractalfract10090657openalex-snapshot
A Multi-Source Network Security Situational Awareness Approach via Fractional Calculus and Quantum State Fusion
inferred← citeshttps://doi.org/10.3390/s25206300openalex-snapshot
Enhancing Cyber Situational Awareness Through Dynamic Adaptive Symbology: The DASS Framework
inferred← citeshttps://doi.org/10.3390/sym17030385openalex-snapshot
A Network Security Situational Assessment Method Considering Spatio-Temporal Correlations
inferred← citeshttps://doi.org/10.3390/systems11110547openalex-snapshot
Enhancing Smart IoT Malware Detection: A GhostNet-based Hybrid Approach
inferred← citeshttps://doi.org/10.36227/techrxiv.171328715.51528864/v1openalex-snapshot
Safeguarding Individuals and Organisations from Privacy Breaches: A Comprehensive Review of Problem Domains, Solution Strategies, and Prospective Research Directions
inferred← citeshttps://doi.org/10.36948/ijfmr.2024.v06i01.11927openalex-snapshot
A Review Study on Energy Consumption in Cloud Computing
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.