Publication2025
Enhancing digital content integrity in social networks: a systematic review of semi-fragile watermarking techniques for crisis management and risk mitigation
The record
- Type
- Publication
- Date
- 1 January 2025
- Level
- International — held abroad
- Journal
- International Journal of Business Continuity and Risk Management
- Volume
- 15
- Issue
- 3
- Pages
- 203-219
- Published
- 1 January 2025
- DOI
- 10.1504/ijbcrm.2025.148355
- Scopus ID
- 105015174472
- ISSN
- 17582164
- Authors
- 6
- Open access
- No
- Citations
- 0
- International co-authorship
- Yes
- Co-author countries
- AE, ET, 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
16 Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels
Reviews semi-fragile watermarking techniques for digital content integrity protection in social networks, supporting crisis management and detection of manipulated media.
- 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.
- 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
17.6 Enhance North-South, South-South and triangular cooperation on science, technology and innovation, and knowledge sharing
Structural signal: co-authorship outside India.
- 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.
- 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
vb-4.4 Public safety, cybersecurity and national security
Surveys watermarking methodologies for digital content authentication and media forensics, enhancing cybersecurity and digital integrity protection in online platforms.
- 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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- Source rows resolved into this record
- 1
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Citing this record
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KIIT Deemed to be University. “Enhancing digital content integrity in social networks: a systematic review of semi-fragile watermarking techniques for crisis management and risk mitigation”. Kortex.