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Call for Papers:Vol.11 Issue.3

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Title: :  A Hybrid OCR and Regex-based PII Detection and Masking Tool with Deepfake and Forgery Detection Capabilities
PaperId: :  26614
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 3 2025
DUI:    16.0415/IJARIIE-26614
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Dharamveer Km TunwalGovernment Engineering College Ajmer
Jatin SoniGovernment Engineering College Ajmer
Kishan SainiGovernment Engineering College Ajmer
Dr. Satya Narayan TaziGovernment Engineering College Ajmer
Dev KumarGovernment Engineering College Ajmer

Abstract

Computer Enginnering
PII Detection, OCR, Deepfake Detection, Regex, QR Code, Tesseract, Image Masking, Data Privacy, PAN, Aadhaar
This paper presents an automated and efficient system for detecting and masking Personally Identifiable Information (PII) in digital documents such as images and PDFs. In an era where data privacy is increasingly critical, unintentional exposure of sensitive information like Aadhaar numbers, PAN cards, dates of birth, and phone numbers poses significant privacy and security threats. The proposed tool leverages Optical Character Recognition (OCR) using Tesseract and rule-based pattern matching techniques to identify sensitive information. It further employs image processing techniques to anonymize detected PII through selective blurring and compression. The system supports real-time customization of masking intensity, compression quality, and even integrates deepfake image detection to verify authenticity before processing. By automating PII detection and masking, this tool aids organizations, individuals, and law enforcement in safeguarding personal data, ensuring compliance with data protection regulations, and preventing identity theft and information leaks.

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IJARIIE Dharamveer Km Tunwal, Jatin Soni, Kishan Saini, Dr. Satya Narayan Tazi, and Dev Kumar. "A Hybrid OCR and Regex-based PII Detection and Masking Tool with Deepfake and Forgery Detection Capabilities" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 3 2025 Page 1460-1466
MLA Dharamveer Km Tunwal, Jatin Soni, Kishan Saini, Dr. Satya Narayan Tazi, and Dev Kumar. "A Hybrid OCR and Regex-based PII Detection and Masking Tool with Deepfake and Forgery Detection Capabilities." International Journal Of Advance Research And Innovative Ideas In Education 11.3(2025) : 1460-1466.
APA Dharamveer Km Tunwal, Jatin Soni, Kishan Saini, Dr. Satya Narayan Tazi, & Dev Kumar. (2025). A Hybrid OCR and Regex-based PII Detection and Masking Tool with Deepfake and Forgery Detection Capabilities. International Journal Of Advance Research And Innovative Ideas In Education, 11(3), 1460-1466.
Chicago Dharamveer Km Tunwal, Jatin Soni, Kishan Saini, Dr. Satya Narayan Tazi, and Dev Kumar. "A Hybrid OCR and Regex-based PII Detection and Masking Tool with Deepfake and Forgery Detection Capabilities." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 3 (2025) : 1460-1466.
Oxford Dharamveer Km Tunwal, Jatin Soni, Kishan Saini, Dr. Satya Narayan Tazi, and Dev Kumar. 'A Hybrid OCR and Regex-based PII Detection and Masking Tool with Deepfake and Forgery Detection Capabilities', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 3, 2025, p. 1460-1466. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_Hybrid_OCR_and_Regex_based_PII_Detection_and_Masking_Tool_with_Deepfake_and_Forgery_Detection_Capabilities_ijariie26614.pdf (Accessed : ).
Harvard Dharamveer Km Tunwal, Jatin Soni, Kishan Saini, Dr. Satya Narayan Tazi, and Dev Kumar. (2025) 'A Hybrid OCR and Regex-based PII Detection and Masking Tool with Deepfake and Forgery Detection Capabilities', International Journal Of Advance Research And Innovative Ideas In Education, 11(3), pp. 1460-1466IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_Hybrid_OCR_and_Regex_based_PII_Detection_and_Masking_Tool_with_Deepfake_and_Forgery_Detection_Capabilities_ijariie26614.pdf (Accessed : )
IEEE Dharamveer Km Tunwal, Jatin Soni, Kishan Saini, Dr. Satya Narayan Tazi, and Dev Kumar, "A Hybrid OCR and Regex-based PII Detection and Masking Tool with Deepfake and Forgery Detection Capabilities," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 3, pp. 1460-1466, May-Jun 2025. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_Hybrid_OCR_and_Regex_based_PII_Detection_and_Masking_Tool_with_Deepfake_and_Forgery_Detection_Capabilities_ijariie26614.pdf [Accessed : ].
Turabian Dharamveer Km Tunwal, Jatin Soni, Kishan Saini, Dr. Satya Narayan Tazi, and Dev Kumar. "A Hybrid OCR and Regex-based PII Detection and Masking Tool with Deepfake and Forgery Detection Capabilities." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 3 ().
Vancouver Dharamveer Km Tunwal, Jatin Soni, Kishan Saini, Dr. Satya Narayan Tazi, and Dev Kumar. A Hybrid OCR and Regex-based PII Detection and Masking Tool with Deepfake and Forgery Detection Capabilities. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(3) : 1460-1466. Available from: http://ijariie.com/AdminUploadPdf/A_Hybrid_OCR_and_Regex_based_PII_Detection_and_Masking_Tool_with_Deepfake_and_Forgery_Detection_Capabilities_ijariie26614.pdf
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