Adaptive DDoS detection mode in software-defined SIP-VoIP using transfer learning with boosted meta-learner.

Yoro RE, Okpor MD, Akazue MI, Okpako EA, Eboka AO, Ejeh PO, Ojugo AA, Odiakaose CC, Binitie AP, Ako RE, Geteloma VO, Onoma PA, Max-Egba AT, Ibor AE, Onyemenem SI, Ukwandu E

Open source

DOI: 10.1371/journal.pone.0326571
Published: 2025
Container: PloS one
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1371/journal.pone.0326571,
  title = {Adaptive DDoS detection mode in software-defined SIP-VoIP using transfer learning with boosted meta-learner.},
  author = {Yoro RE and Okpor MD and Akazue MI and Okpako EA and Eboka AO and Ejeh PO and Ojugo AA and Odiakaose CC and Binitie AP and Ako RE and Geteloma VO and Onoma PA and Max-Egba AT and Ibor AE and Onyemenem SI and Ukwandu E},
  year = {2025},
  journal = {PloS one},
  doi = {10.1371/journal.pone.0326571},
  url = {https://doi.org/10.1371/journal.pone.0326571}
}

RIS

TY  - JOUR
TI  - Adaptive DDoS detection mode in software-defined SIP-VoIP using transfer learning with boosted meta-learner.
AU  - Yoro RE
AU  - Okpor MD
AU  - Akazue MI
AU  - Okpako EA
AU  - Eboka AO
AU  - Ejeh PO
AU  - Ojugo AA
AU  - Odiakaose CC
AU  - Binitie AP
AU  - Ako RE
AU  - Geteloma VO
AU  - Onoma PA
AU  - Max-Egba AT
AU  - Ibor AE
AU  - Onyemenem SI
AU  - Ukwandu E
PY  - 2025
JO  - PloS one
DO  - 10.1371/journal.pone.0326571
UR  - https://doi.org/10.1371/journal.pone.0326571
ER  -

APA

RE, Y., MD, O., MI, A., EA, O., AO, E., PO, E., AA, O., CC, O., AP, B., RE, A., VO, G., PA, O., AT, M., AE, I., SI, O., & E, U. (2025). Adaptive DDoS detection mode in software-defined SIP-VoIP using transfer learning with boosted meta-learner.. PloS one. https://doi.org/10.1371/journal.pone.0326571

Source records

pubmed · retrieved 2026-09-25T06:01:25.972Z