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Time Series Network Data Enabling Distributed Intelligence—A Holistic IoT Security Platform Solution

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What this work says

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

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Visual Analytics for Cyber Security Domain: State-of-the-Art and Challenges
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CAMLPAD: Cybersecurity Autonomous Machine Learning Platform for Anomaly Detection
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M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees
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The normalized normal constraint method for generating the Pareto frontier
inferredcites →https://doi.org/10.1007/s10586-017-1559-zopenalex-snapshot
An optimized service broker routing policy based on differential evolution algorithm in fog/cloud environment
inferredcites →https://doi.org/10.1007/s12530-020-09347-0openalex-snapshot
A graph neural network method for distributed anomaly detection in IoT
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Selecting optimal countermeasures for attacks against critical systems using the attack volume model and the RORI index
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Securing the Internet of Things: Challenges, threats and solutions
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Cost-aware service brokering and performance sentient load balancing algorithms in the cloud
inferredcites →https://doi.org/10.1016/j.jnca.2017.01.012openalex-snapshot
MIST: Fog-based data analytics scheme with cost-efficient resource provisioning for IoT crowdsensing applications
inferredcites →https://doi.org/10.1016/j.knosys.2021.107241openalex-snapshot
Metaheuristic algorithm for anomaly detection in Internet of Things leveraging on a neural-driven multiagent system
inferredcites →https://doi.org/10.1016/j.neucom.2018.12.084openalex-snapshot
A novel time series forecasting model with deep learning
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Detection, control and mitigation system for secure vehicular communication
inferredcites →https://doi.org/10.1049/trit.2017.0002openalex-snapshot
Multi‐objective evolutionary approach to select security solutions
inferredcites →https://doi.org/10.1109/comitcon.2019.8862186openalex-snapshot
Anomaly Detection using Graph Neural Networks
inferredcites →https://doi.org/10.1109/comsnets.2012.6151345openalex-snapshot
Adaptive network intrusion detection system using a hybrid approach
inferredcites →https://doi.org/10.1109/comtech.2017.8065757openalex-snapshot
IoT security: A layered approach for attacks & defenses
inferredcites →https://doi.org/10.1109/cybersa.2016.7503278openalex-snapshot
Enhancing cyber situation awareness for Non-Expert Users using visual analytics
inferredcites →https://doi.org/10.1109/giots.2019.8766407openalex-snapshot
Scalable and Configurable End-to-End Collection and Analysis of IoT Security Data : Towards End-to-End Security in IoT Systems
inferredcites →https://doi.org/10.1109/hotweb.2015.22openalex-snapshot
Fog Computing: Platform and Applications
inferredcites →https://doi.org/10.1109/icc.2019.8761984openalex-snapshot
Multi-Objective Security Hardening Optimisation for Dynamic Networks
inferredcites →https://doi.org/10.1109/iemtronics52119.2021.9422603openalex-snapshot
A Hypothesis Testing tool for the comparison of different Cyber-Security Mitigation Strategies in IoT
inferredcites →https://doi.org/10.1109/infocom.2019.8737421openalex-snapshot
A Probabilistic Framework to Node-level Anomaly Detection in Communication Networks
inferredcites →https://doi.org/10.1109/issrew.2019.00071openalex-snapshot
Anomaly Detection As-a-Service
inferredcites →https://doi.org/10.1109/jiot.2017.2720635openalex-snapshot
Policy-Based Secure and Trustworthy Sensing for Internet of Things in Smart Cities
inferredcites →https://doi.org/10.1109/jiot.2020.3002233openalex-snapshot
Energy-Efficient Relay-Selection-Based Dynamic Routing Algorithm for IoT-Oriented Software-Defined WSNs
inferredcites →https://doi.org/10.1109/jiot.2021.3074830openalex-snapshot
Agents-Based Algorithm for a Distributed Information System in Internet of Things
inferredcites →https://doi.org/10.1109/jiot.2021.3074907openalex-snapshot
SenseMag: Enabling Low-Cost Traffic Monitoring Using Noninvasive Magnetic Sensing
inferredcites →https://doi.org/10.1109/lcomm.2019.2898864openalex-snapshot
Analysis of Policy-Based Security Management System in Software-Defined Networks
inferredcites →https://doi.org/10.1109/lcomm.2021.3065062openalex-snapshot
Residual-Energy Aware Modeling and Analysis of Time-Varying Wireless Sensor Networks
inferredcites →https://doi.org/10.1109/meco49872.2020.9134200openalex-snapshot
Exploration of Impactful Countermeasures on IoT Attacks
inferredcites →https://doi.org/10.1109/meco49872.2020.9134241openalex-snapshot
IoT Network Attack Detection and Mitigation
inferredcites →https://doi.org/10.1109/mnet.001.1800510openalex-snapshot
AI-Enhanced Offloading in Edge Computing: When Machine Learning Meets Industrial IoT
inferredcites →https://doi.org/10.1109/mprv.2018.03367731openalex-snapshot
N-BaIoT—Network-Based Detection of IoT Botnet Attacks Using Deep Autoencoders
inferredcites →https://doi.org/10.1109/msp.2006.145openalex-snapshot
Common Vulnerability Scoring System
inferredcites →https://doi.org/10.1109/pdp.2016.96openalex-snapshot
Dynamical Calculation of Security Metrics for Countermeasure Selection in Computer Networks
inferredcites →https://doi.org/10.1109/tevc.2016.2608507openalex-snapshot
A Survey of Multiobjective Evolutionary Algorithms based on Decomposition
inferredcites →https://doi.org/10.1109/tgrs.2021.3066485openalex-snapshot
Hyperspectral Image Classification Based on Deep Attention Graph Convolutional Network
inferredcites →https://doi.org/10.1109/tvcg.2011.144openalex-snapshot
A Survey of Visualization Systems for Network Security
inferredcites →https://doi.org/10.1109/vizsec53666.2021.00007openalex-snapshot
BUCEPHALUS: a BUsiness CEntric cybersecurity Platform for proActive anaLysis Using visual analyticS
inferredcites →https://doi.org/10.1109/wf-iot.2016.7845490openalex-snapshot
Mobile platform for threat monitoring in Wireless Sensor Networks
inferredcites →https://doi.org/10.1145/3219819.3220024openalex-snapshot
NetWalk
inferredcites →https://doi.org/10.1145/3219819.3220040openalex-snapshot
SpotLight
inferredcites →https://doi.org/10.1145/3445969.3450427openalex-snapshot
A Flexible Security Analytics Service for the Industrial IoT
inferredcites →https://doi.org/10.24963/ijcai.2019/614openalex-snapshot
AddGraph: Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN
inferredcites →https://doi.org/10.48550/arxiv.1809.04758openalex-snapshot
Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series
inferredcites →https://doi.org/10.5220/0002580202390252openalex-snapshot
Return On Security Investment (ROSI) A Practical Quantitative Model

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-031-29078-7_18openalex-snapshot
Early Attack Detection and Resolution in Sensor Nodes to Improve IoT Security
inferred← citeshttps://doi.org/10.1007/978-981-97-8043-3_130openalex-snapshot
Visualization of Community Safety Threats with Time Series Evaluation
inferred← citeshttps://doi.org/10.1007/s10462-026-11532-7openalex-snapshot
Graph neural networks for anomaly detection: a systematic review of dynamic temporal approaches
inferred← citeshttps://doi.org/10.1016/j.procs.2026.03.041openalex-snapshot
AI Agent-Based Sensor Monitoring for IoT-Enabled Precision Agriculture: A Case Study in Workflow Automation
inferred← citeshttps://doi.org/10.1049/cmu2.12865openalex-snapshot
Dynamic hierarchical intrusion detection system for internet of vehicle on edge computing platform
inferred← citeshttps://doi.org/10.1109/access.2024.3444313openalex-snapshot
A Comprehensive Survey on Resource Management in 6G Network Based on Internet of Things
inferred← citeshttps://doi.org/10.1109/ficloud70576.2026.00053openalex-snapshot
Towards a Reference Architecture for Intelligent Anomaly Detection in Software-Defined Networks
inferred← citeshttps://doi.org/10.1109/icccnt56998.2023.10306428openalex-snapshot
Comparative Analysis of State-of-the-Art Attack Detection Models
inferred← citeshttps://doi.org/10.1109/icde65448.2025.00198openalex-snapshot
Efficient $k$-Truss Breaking and Minimization
inferred← citeshttps://doi.org/10.1109/wimob66857.2025.11257445openalex-snapshot
Flow-Based Anomaly Intrusion Detection Systems Using Recurrent Neural Networks
inferred← citeshttps://doi.org/10.1365/s43439-026-00172-wopenalex-snapshot
AI agents and full autonomy in cybersecurity: technical, business, ethical and legal considerations
inferred← citeshttps://doi.org/10.21203/rs.3.rs-7180712/v1openalex-snapshot
Ai Agents and Full Automation in Cybersecurity: Technical, Business, Ethical and Legal Considerations
inferred← citeshttps://doi.org/10.24018/ejece.2025.9.1.666openalex-snapshot
Enhancing IoT Security: Predicting Password Vulnerability and Providing Dynamic Recommendations using Machine Learning and Large Language Models
inferred← citeshttps://doi.org/10.4018/979-8-3373-3857-6.ch011openalex-snapshot
Quantum-Secured AI-IoT Frameworks
inferred← citeshttps://doi.org/10.4018/979-8-3693-3824-7.ch010openalex-snapshot
The Future of Metaverse Security
inferred← citeshttps://doi.org/10.5753/sbcup.2025.9106openalex-snapshot
Desafios e Oportunidades na Detecção de Anomalias em SDN Usando Inteligência Computacional
inferred← citeshttps://doi.org/10.5753/sbsi.2026.248648openalex-snapshot
A Computational Intelligence-Driven Reference Architecture for Anomaly Detection in Software-Defined Networking (SDN)
inferred← citeshttps://doi.org/10.62441/nano-ntp.v20is2.35openalex-snapshot
AI-Enhanced Intrusion Detection and Cluster Head Selection for Quality of Service (QoS) Optimization in Wireless Sensor Networks
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