Enhancing information security governance in digital government: a steganographic traceability framework for document-level accountability

Purpose This study aims to present a policy-aligned steganographic traceability framework for public-sector information governance, enabling document-level accountability through format-independent watermarking integrated into existing institutional structures. Design/methodology/approach The framework integrates General Deterrence Theory, ISO/IEC 27001 and the NIST Insider Threat Framework with a three-layer architecture (governance, integration and embedding). Fast Fourier transform phase-modulation watermarking treats files as one-dimensional signals, encoding identity via a 96-bit payload composed of a 32-bit user-id hash, a 32-bit timestamp and a 32-bit document-id hash. Imperceptibility was tested on PDF, DOCX, CSV and TXT; robustness was evaluated under noise, compression, format conversion, XOR masking, tail cropping and block reordering. Findings Imperceptibility tests yielded NC = 1.000 (SNR 18.4–27.4 dB) across all four formats. Watermarks remained intact under 1%–5% noise, format conversion, compression and XOR 0x5A on DOCX-XML and TXT but failed under tail cropping (=10%) and block reordering. CSV showed format-specific brittleness under XOR. Multi-user identity recovery achieved zero collision across five distinct user payloads. Research limitations/implications The evaluation is based on controlled simulations rather than actual field deployments. Therefore, longitudinal pilot studies and cross-jurisdictional research are necessary. Practical implications A five-level adoption maturity model and a stakeholder matrix, encompassing ministries, chief information security officer offices, legal and ethics units and national cyber-incident authorities, provide policymakers with a concrete implementation roadmap. Social implications Document-level accountability enhances citizen trust, supports proportional whistle-blower protection and aligns practices with rule-of-law imperatives. Originality/value This study conceptualises steganographic watermarking as a governance tool rather than merely a technical artefact, thereby integrating individuals, processes and policies within the framework of public-sector information governance.

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Publication Details

Journal
Digital Policy Regulation and Governance
Published
2026-07-17
DOI
https://doi.org/10.1108/dprg-05-2026-0264
Primary Topic
Advanced Steganography and Watermarking Techniques
Type
article
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article

Enhancing information security governance in digital government: a steganographic traceability framework for document-level accountability

Ömer Çağrı Yavuz
Digital Policy Regulation and Governance
Advanced Steganography and Watermarking Techniques
article

Enhancing information security governance in digital government: a steganographic traceability framework for document-level accountability

Ömer Çağrı Yavuz
article en

Abstract

Purpose This study aims to present a policy-aligned steganographic traceability framework for public-sector information governance, enabling document-level accountability through format-independent watermarking integrated into existing institutional structures. Design/methodology/approach The framework integrates General Deterrence Theory, ISO/IEC 27001 and the NIST Insider Threat Framework with a three-layer architecture (governance, integration and embedding). Fast Fourier transform phase-modulation watermarking treats files as one-dimensional signals, encoding identity via a 96-bit payload composed of a 32-bit user-id hash, a 32-bit timestamp and a 32-bit document-id hash. Imperceptibility was tested on PDF, DOCX, CSV and TXT; robustness was evaluated under noise, compression, format conversion, XOR masking, tail cropping and block reordering. Findings Imperceptibility tests yielded NC = 1.000 (SNR 18.4–27.4 dB) across all four formats. Watermarks remained intact under 1%–5% noise, format conversion, compression and XOR 0x5A on DOCX-XML and TXT but failed under tail cropping (=10%) and block reordering. CSV showed format-specific brittleness under XOR. Multi-user identity recovery achieved zero collision across five distinct user payloads. Research limitations/implications The evaluation is based on controlled simulations rather than actual field deployments. Therefore, longitudinal pilot studies and cross-jurisdictional research are necessary. Practical implications A five-level adoption maturity model and a stakeholder matrix, encompassing ministries, chief information security officer offices, legal and ethics units and national cyber-incident authorities, provide policymakers with a concrete implementation roadmap. Social implications Document-level accountability enhances citizen trust, supports proportional whistle-blower protection and aligns practices with rule-of-law imperatives. Originality/value This study conceptualises steganographic watermarking as a governance tool rather than merely a technical artefact, thereby integrating individuals, processes and policies within the framework of public-sector information governance.

Digital Policy Regulation and Governance
Atatürk University (TR)
Peace, Justice and strong institutions
Openalex Percentile: Top 8%
Advanced Steganography and Watermarking Techniques
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