Retraction Note: An optimized Bi-LSTM with random synthetic over-sampling strategy for network intrusion detection.
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| Title: | Retraction Note: An optimized Bi-LSTM with random synthetic over-sampling strategy for network intrusion detection. |
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| Authors: | Padmavathi, B.1 (AUTHOR), Bhagyalakshmi, A.1 (AUTHOR), Kavitha, D.1 (AUTHOR), Indumathy, P.1 (AUTHOR) csrdpadma@gmail.com |
| Source: | Soft Computing - A Fusion of Foundations, Methodologies & Applications. 2026 Suppl 1, Vol. 30, p541-541. 1p. |
| Subjects: | Retraction of scholarly articles, Editorial policies, Professional peer review, Intrusion detection systems (Computer security), Long short-term memory |
| Abstract: | This retraction notice addresses the withdrawal of a previously published article due to concerns identified in an investigation by the publisher. The issues include compromised editorial handling and peer review processes, inappropriate or irrelevant references, and the article being outside the journal's scope. As a result, the publisher and Editor-in-Chief have lost confidence in the article's results and conclusions. The authors did not respond to correspondence regarding the retraction. [Extracted from the article] |
| Copyright of Soft Computing - A Fusion of Foundations, Methodologies & Applications is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
| FullText | Text: Availability: 0 |
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| Header | DbId: egs DbLabel: Engineering Source An: 194776238 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Retraction Note: An optimized Bi-LSTM with random synthetic over-sampling strategy for network intrusion detection. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Padmavathi%2C+B%2E%22">Padmavathi, B.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Bhagyalakshmi%2C+A%2E%22">Bhagyalakshmi, A.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kavitha%2C+D%2E%22">Kavitha, D.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Indumathy%2C+P%2E%22">Indumathy, P.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> csrdpadma@gmail.com</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Soft+Computing+-+A+Fusion+of+Foundations%2C+Methodologies+%26+Applications%22">Soft Computing - A Fusion of Foundations, Methodologies & Applications</searchLink>. 2026 Suppl 1, Vol. 30, p541-541. 1p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Retraction+of+scholarly+articles%22">Retraction of scholarly articles</searchLink><br /><searchLink fieldCode="DE" term="%22Editorial+policies%22">Editorial policies</searchLink><br /><searchLink fieldCode="DE" term="%22Professional+peer+review%22">Professional peer review</searchLink><br /><searchLink fieldCode="DE" term="%22Intrusion+detection+systems+%28Computer+security%29%22">Intrusion detection systems (Computer security)</searchLink><br /><searchLink fieldCode="DE" term="%22Long+short-term+memory%22">Long short-term memory</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: This retraction notice addresses the withdrawal of a previously published article due to concerns identified in an investigation by the publisher. The issues include compromised editorial handling and peer review processes, inappropriate or irrelevant references, and the article being outside the journal's scope. As a result, the publisher and Editor-in-Chief have lost confidence in the article's results and conclusions. The authors did not respond to correspondence regarding the retraction. [Extracted from the article] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Soft Computing - A Fusion of Foundations, Methodologies & Applications is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=egs&AN=194776238 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s00500-025-11090-0 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 1 StartPage: 541 Subjects: – SubjectFull: Retraction of scholarly articles Type: general – SubjectFull: Editorial policies Type: general – SubjectFull: Professional peer review Type: general – SubjectFull: Intrusion detection systems (Computer security) Type: general – SubjectFull: Long short-term memory Type: general Titles: – TitleFull: Retraction Note: An optimized Bi-LSTM with random synthetic over-sampling strategy for network intrusion detection. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Padmavathi, B. – PersonEntity: Name: NameFull: Bhagyalakshmi, A. – PersonEntity: Name: NameFull: Kavitha, D. – PersonEntity: Name: NameFull: Indumathy, P. IsPartOfRelationships: – BibEntity: Dates: – D: 02 M: 06 Text: 2026 Suppl 1 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 14327643 Numbering: – Type: volume Value: 30 Titles: – TitleFull: Soft Computing - A Fusion of Foundations, Methodologies & Applications Type: main |
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