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

Publication2024

Detecting Network Attack using Federated Learning for IoT Devices

The record

Type
Publication
Date
1 January 2024
Level
International — held abroad
Journal
International Conference on Intelligent Algorithms for Computational Intelligence Systems Iacis 2024
Published
1 January 2024
DOI
10.1109/iacis61494.2024.10721980
Scopus ID
85208786955
Authors
7
Open access
No
Citations
12
International co-authorship
Yes
Co-author countries
CN, 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

    Federated learning intrusion detection system for IoT devices prevents network attacks and data breaches

    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. 4.3 Ensure equal access for all women and men to affordable quality technical, vocational and tertiary education, including university

    TargetSecondaryModerate confidenceJudged

    Privacy-preserving machine learning maintains data protection in distributed learning environments

    Moderate confidence
    The alignment is plausible and defensible but rests on an assumption a reasonable reviewer could decline. Published, and surfaced in the review queue for a human to confirm or override.
    Produced by
    claude-haiku-4-5-20251001, under kortex-publication-v1

  3. 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

    IoT cybersecurity advances protect critical infrastructure and national security in smart systems

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

Each label above carries the instrument and the version that produced it. How each classification is reached.

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Citing this record

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KIIT Deemed to be University. “Detecting Network Attack using Federated Learning for IoT Devices”. Kortex.

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