Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models
Aly M. Kassem, Omar Mahmoud, Sherif Saad
Abstract
Preserving Privacy Through DeMemorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models
Topics & Concepts
MemorizationComputer scienceReinforcement learningReplication (statistics)Artificial intelligenceSimilarity (geometry)Quality (philosophy)Cognitive psychologyPsychologyImage (mathematics)StatisticsMathematicsPhilosophyEpistemologyPrivacy-Preserving Technologies in DataTopic ModelingArtificial Intelligence in Healthcare and Education