Data Leakage and Machine Unlearning in Generative AI: A Literature Survey on Extraction Vulnerabilities and Privacy-Preserving Countermeasures

Authors: Dušan Rajčević, Ana Veljić, Marko Marković

Category: M30

First/Last Page - 29 / 41 Publisher - Banjaluka College DOI - 10.7251/BLCZR0126029R Year - 2026 ISSN - 2744-1822 URL - https://mes.blc.edu.ba/assets/uploads/2026/09/Zbornik%2026.pdf Conferency - Međunarodna naučna konferencija - Mediji i ekonomija / International Scientific Conference - Media and Economy Conferency date - Banjaluka, 18. septembar 2026

Download PDF

Rajčević, D., Veljić, A., & Marković, M. (2026). Data Leakage and Machine Unlearning in Generative AI: A Literature Survey on Extraction Vulnerabilities and Privacy-Preserving Countermeasures. Banjaluka College, 29–41. https://doi.org/10.7251/BLCZR0126029R

D. Rajčević, A. Veljić, and M. Marković, "Data Leakage and Machine Unlearning in Generative AI: A Literature Survey on Extraction Vulnerabilities and Privacy-Preserving Countermeasures," Banjaluka College, pp. 29–41, 2026. doi: 10.7251/BLCZR0126029R.

@misc{Rajcevic2026DataLeakag,
  author       = {Raj{\v{c}}evi{\'c}, Du{\v{s}}an and Velji{\'c}, Ana and Markovi{\'c}, Marko},
  title        = {Data Leakage and Machine Unlearning in Generative AI: A Literature Survey on Extraction Vulnerabilities and Privacy-Preserving Countermeasures},
  year         = {2026},
  publisher    = {Banjaluka College},
  pages        = {29--41},
  url          = {https://mes.blc.edu.ba/assets/uploads/2026/09/Zbornik%2026.pdf},
  note         = {Available online}
}