GeoGuard-PTI: a geo-temporal predictive threat intelligence framework with spatiotemporal attack forecasting and closed-loop adaptive defense.

Manivannan A, Amalanathan A

DOI: 10.3389/frai.2026.1850560
Published: 2026
Container: Frontiers in artificial intelligence
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.3389/frai.2026.1850560,
  title = {GeoGuard-PTI: a geo-temporal predictive threat intelligence framework with spatiotemporal attack forecasting and closed-loop adaptive defense.},
  author = {Manivannan A and Amalanathan A},
  year = {2026},
  journal = {Frontiers in artificial intelligence},
  doi = {10.3389/frai.2026.1850560},
  url = {https://doi.org/10.3389/frai.2026.1850560}
}

RIS

TY  - JOUR
TI  - GeoGuard-PTI: a geo-temporal predictive threat intelligence framework with spatiotemporal attack forecasting and closed-loop adaptive defense.
AU  - Manivannan A
AU  - Amalanathan A
PY  - 2026
JO  - Frontiers in artificial intelligence
DO  - 10.3389/frai.2026.1850560
UR  - https://doi.org/10.3389/frai.2026.1850560
ER  -

APA

A, M., & A, A. (2026). GeoGuard-PTI: a geo-temporal predictive threat intelligence framework with spatiotemporal attack forecasting and closed-loop adaptive defense.. Frontiers in artificial intelligence. https://doi.org/10.3389/frai.2026.1850560

Source records

pubmed · retrieved 2026-09-26T05:22:31.087Z
europe-pmc · retrieved 2026-09-26T05:22:31.095Z