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STAC-ML: Trust-Aware Adaptive Caching for Secure NDN-IoT Networks Using Lightweight Machine Learning

https://doi.org/10.2139/ssrn.6963868
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Systematic Review of Physiologic Monitor Alarm Characteristics and Pragmatic Interventions to Reduce Alarm Frequency
inferredcites →https://doi.org/10.1007/s10586-023-04197-2openalex-snapshot
IoT data management for caching performance improvement in NDN
inferredcites →https://doi.org/10.1007/s11235-024-01200-yopenalex-snapshot
A lightweight optimized intrusion detection system using machine learning for edge-based IIoT security
inferredcites →https://doi.org/10.1016/j.comnet.2013.07.034openalex-snapshot
A lightweight mechanism for detection of cache pollution attacks in Named Data Networking
inferredcites →https://doi.org/10.1016/j.comnet.2025.111267openalex-snapshot
Enhancing IoT performance in wireless and mobile networks through named data networking (NDN) and edge computing integration
inferredcites →https://doi.org/10.1016/j.iot.2024.101088openalex-snapshot
A lightweight mini-batch federated learning approach for attack detection in IoT
inferredcites →https://doi.org/10.1016/j.pmcj.2023.101782openalex-snapshot
PF-EdgeCache: Popularity and freshness aware edge caching scheme for NDN/IoT networks
inferredcites →https://doi.org/10.1016/j.pmcj.2025.102031openalex-snapshot
Navigating transient content: PFC caching approach for NDN-based IoT networks
inferredcites →https://doi.org/10.1109/access.2019.2907965openalex-snapshot
Toward a Lightweight Intrusion Detection System for the Internet of Things
inferredcites →https://doi.org/10.1109/access.2019.2919534openalex-snapshot
Survey on the Incorporation of NDN/CCN in IoT
inferredcites →https://doi.org/10.1109/access.2020.2995080openalex-snapshot
A Lightweight Identity-Based Signature Scheme for Mitigation of Content Poisoning Attack in Named Data Networking With Internet of Things
inferredcites →https://doi.org/10.1109/access.2021.3066133openalex-snapshot
Efficient Pooling and Collaborative Cache Management for NDN/IoT Networks
inferredcites →https://doi.org/10.1109/access.2023.3243006openalex-snapshot
The Emerging of Named Data Networking: Architecture, Application, and Technology
inferredcites →https://doi.org/10.1109/access.2025.3591612openalex-snapshot
An Adaptive Content Caching Model to Improve the NDN-Based IoT Network Performance
inferredcites →https://doi.org/10.1109/jiot.2018.2877647openalex-snapshot
Security Attacks in Named Data Networking of Things and a Blockchain Solution
inferredcites →https://doi.org/10.1109/jiot.2020.3015432openalex-snapshot
A Survey on Security and Privacy Issues in Edge-Computing-Assisted Internet of Things
inferredcites →https://doi.org/10.1109/jiot.2024.3403650openalex-snapshot
LightGuard: A Lightweight Malicious Traffic Detection Method for Internet of Things
inferredcites →https://doi.org/10.1109/tnse.2025.3548411openalex-snapshot
A Lightweight Method for Botnet Detection in Internet of Things Environment
inferredcites →https://doi.org/10.1109/tvt.2022.3199677openalex-snapshot
A Deep Reinforcement Learning-Based Caching Strategy for IoT Networks With Transient Data
inferredcites →https://doi.org/10.1145/2656877.2656887openalex-snapshot
Named data networking
inferredcites →https://doi.org/10.1145/3558779openalex-snapshot
Trust in Edge-based Internet of Things Architectures: State of the Art and Research Challenges
inferredcites →https://doi.org/10.3390/s25165203openalex-snapshot
Efficient Caching Strategies in NDN-Enabled IoT Networks: Strategies, Constraints, and Future Directions
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