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The Right to Be Forgotten in the Digital Age: Challenges and Omissions in the Digital Personal Data Protection Act, 2023

2025· article· en· W4413330404 on OpenAlexaff
Dharmendra Kumar

Bibliographic record

VenueInternational Journal of Innovative Research in Engineering & Multidisciplinary Physical Sciences · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPrivacy, Security, and Data Protection
Canadian institutionsInstitute on Governance
Fundersnot available
KeywordsRight to be forgottenData Protection Act 1998Internet privacyPolitical scienceLawComputer science

Abstract

fetched live from OpenAlex

The Right to Be Forgotten (RTBF) has emerged as a pivotal privacy right in the digital era, yet India’s Digital Personal Data Protection Act, 2023 (DPDPA), lacks explicit provisions for its implementation. This paper examines the DPDPA’s approach to data privacy, focusing on its omission of a robust RTBF framework, and identifies associated legal, technical, and enforcement challenges. Employing doctrinal legal research and comparative analysis with the EU’s GDPR, the study evaluates gaps in the DPDPA, particularly its vague data erasure provisions (Section 8) and reliance on judicial interpretation. It argues that the absence of clear RTBF mechanisms undermines individual autonomy and fails to address the needs of vulnerable groups seeking data removal. The paper proposes legislative amendments to incorporate explicit RTBF provisions, strengthen the Data Protection Board’s role, and enhance public awareness. By addressing these omissions, India can align its data protection framework with global standards, ensuring greater privacy rights in the digital age.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.576
Threshold uncertainty score0.786

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0030.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.151
GPT teacher head0.450
Teacher spread0.298 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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