What we know
The article proposes EA-POT, an explainable AI-assisted permissioned blockchain framework for predicting potential defaulters' IP addresses, registering those IPs in a blockchain database based on explainable AI suggestions and IP authorizer approval to enhance immutability. The authors carried out experiments in an IoT Cloud research laboratory using three prediction models (Random Forest, Linear Regression, and SVM) and describe a procedure that incorporates interpretable knowledge while blacklisting IPs that reach HoneyPots.
Evidence limits
Review limited to the publisher-deposited Crossref abstract; the full text was not consulted and results were not independently validated.
Reviewed: author abstract. Full-text results were not analyzed.
Sources and provenance
- EA-POT: An Explainable AI Assisted Blockchain Framework for HoneyPot IP Predictions
abstract · 2026-10-11
Reviewed: 2026-10-16. This record may change when new evidence is found.