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Priyanka Singh

University of Queensland

ST LUCIA

Australia

SCHOLARLY PAPERS

6

DOWNLOADS

512

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Pp-Dfd: A Privacy-Preserving Deepfake Detection

Number of pages: 26 Posted: 30 Mar 2024
Riyanka Jena, Maniklal Das and Priyanka Singh
affiliation not provided to SSRN, affiliation not provided to SSRN and University of Queensland
Downloads 145 (518,102)

Abstract:

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Image forensics, Encryption, Privacy, machine learning, deep learning

2.

Securing the Digital Future of SMEs: A Systematic Exploration of Cybersecurity and Data Privacy

Number of pages: 26 Posted: 26 Dec 2025
Devi Listiyani, Priyanka Singh and Ryan KL Ko
affiliation not provided to SSRN, University of Queensland and University of Queensland - School of Information Technology and Electrical Engineering
Downloads 109 (709,832)

Abstract:

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Small and medium-sized enterprise, SME, cybersecurity, data privacy, cyber threats, challenges, data breach cost, compliance, strategies

3.

Data Centre Strategy for Government in Response to Machine Learning Technology

Number of pages: 32 Posted: 26 Jun 2025 Last Revised: 05 Jun 2026
University of Queensland, Deutsche Gesellschaft fuer Internationale Zusammenarbeit (GIZ) GmbH, University of Queensland - School of Information Technology and Electrical Engineering, University of Queensland and Hong Kong Polytechnic University
Downloads 106 (679,608)

Abstract:

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data center, mesh data strategy, centralise, decentralise, govenment, privacy, machine learning

4.

Association Attacks: Understanding Privacy Threats in Large Language Models

Number of pages: 20 Posted: 30 Dec 2024
University of Queensland, University of Queensland and University of Queensland
Downloads 68 (899,324)

Abstract:

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Large Language Model, privacy, Personally Identifiable Information, Association Attack

5.

Learning from Tabular Data with Out of Distribution

Number of pages: 21 Posted: 24 Feb 2025
Achmad Ginanjar, Xue Li, Wen Hua and Priyanka Singh
University of Queensland, University of Queensland - School of Information Technology and Electrical Engineering, Hong Kong Polytechnic University and University of Queensland
Downloads 63 (942,565)

Abstract:

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Tabular Data, OOD, Continual Learning

6.

Learning from Tabular Data Silos without Data Sharing: A Contrastive Federated Learning Approach

Number of pages: 52 Posted: 24 Nov 2025
Achmad Ginanjar, Xue Li, Priyanka Singh and Wen Hua
University of Queensland, University of Queensland - School of Information Technology and Electrical Engineering, University of Queensland and Hong Kong Polytechnic University
Downloads 21 (1,448,301)

Abstract:

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Federated Learning, Distributed Data, Vertical Partition, Contrastive Learning