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Efficient Knowledge Deletion from Trained Models through Layer-wise
  Partial Machine Unlearning

Efficient Knowledge Deletion from Trained Models through Layer-wise Partial Machine Unlearning

12 March 2024
Vinay Chakravarthi Gogineni
E. Nadimi
    MU
ArXivPDFHTML

Papers citing "Efficient Knowledge Deletion from Trained Models through Layer-wise Partial Machine Unlearning"

5 / 5 papers shown
Title
Knowledge Unlearning for Mitigating Privacy Risks in Language Models
Knowledge Unlearning for Mitigating Privacy Risks in Language Models
Joel Jang
Dongkeun Yoon
Sohee Yang
Sungmin Cha
Moontae Lee
Lajanugen Logeswaran
Minjoon Seo
KELM
PILM
MU
145
110
0
04 Oct 2022
Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks
Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks
Lukas Struppek
Dominik Hintersdorf
Antonio De Almeida Correia
Antonia Adler
Kristian Kersting
MIACV
45
62
0
28 Jan 2022
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D
  biomedical image classification
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification
Jiancheng Yang
Rui Shi
D. Wei
Zequan Liu
Lin Zhao
B. Ke
Hanspeter Pfister
Bingbing Ni
VLM
161
634
0
27 Oct 2021
Unlearnable Examples: Making Personal Data Unexploitable
Unlearnable Examples: Making Personal Data Unexploitable
Hanxun Huang
Xingjun Ma
S. Erfani
James Bailey
Yisen Wang
MIACV
136
189
0
13 Jan 2021
Machine Unlearning: Linear Filtration for Logit-based Classifiers
Machine Unlearning: Linear Filtration for Logit-based Classifiers
Thomas Baumhauer
Pascal Schöttle
Matthias Zeppelzauer
MU
99
129
0
07 Feb 2020
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