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by IQAC KIITKIIT Deemed to be University — Internal Quality Assurance Cell

Publication2025

Strategic Safeguards: Fortifying Sovereign Tender Security with RNNs and Multi-focal Attention

The record

Type
Publication
Date
1 January 2025
Level
International — held abroad
Journal
Lecture Notes in Networks and Systems
Volume
1292 LNNS
Pages
273-284
Published
1 January 2025
DOI
10.1007/978-981-96-3250-3_22
Scopus ID
105010593273
ISSN
23673370
Authors
6
Open access
No
Citations
0
International co-authorship
Yes
Co-author countries
GB, IN

Classification

Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.

UN Sustainable Development Goals

  1. 16.4 Significantly reduce illicit financial and arms flows and combat all forms of organized crime

    TargetPrimaryHigh confidenceJudged

    Recurrent neural networks with multi-head attention detect counterfeit currency, preventing financial fraud and reinforcing monetary system security.

    High confidence
    The subject matter is a strong and direct inference from the record type, the funding or organising body, or the programme context, even where the title alone is thin. Example: an ICMR-funded project against SDG 3, on the strength of the agency.
    Judged
    Judged against the published classification rubric, under the rubric and prompt versions recorded with the run that produced it.
    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

  2. 17.6 Enhance North-South, South-South and triangular cooperation on science, technology and innovation, and knowledge sharing

    TargetSecondaryHigh confidenceRule-derivedrule sdg17-structural-v1

    Structural signal: co-authorship outside India.

    Rule-derived
    Emitted by a deterministic rule from structural signals rather than judged from the record’s text. The rule carries a version, so rule-derived and judged labels stay separable.
    Produced by
    sdg17-structural-v1, under kortex-publication-v1

Viksit Bharat @2047

  1. vb-4.4 Public safety, cybersecurity and national security

    Sub-themePrimaryHigh confidenceJudged

    Advanced AI authentication technology protects national financial security and public safety against currency counterfeiting.

    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

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KIIT Deemed to be University. “Strategic Safeguards: Fortifying Sovereign Tender Security with RNNs and Multi-focal Attention”. Kortex.

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Strategic Safeguards: Fortifying Sovereign Tender Security with RNNs and Multi-focal Attention · Kortex