Measurement of Memorization

SoK: Memorization in General-Purpose Large Language Models

Authors: Valentin Hartmann, Anshuman Suri, Vincent Bindschaedler, David Evans, Shruti Tople, Robert West | Published: 2023-10-24
Privacy Technique
Prompt Injection
Measurement of Memorization

What can we learn from Data Leakage and Unlearning for Law?

Authors: Jaydeep Borkar | Published: 2023-07-19
Data Leakage
Measurement of Memorization
Watermark Evaluation

Enabling Homomorphically Encrypted Inference for Large DNN Models

Authors: Guillermo Lloret-Talavera, Marc Jorda, Harald Servat, Fabian Boemer, Chetan Chauhan, Shigeki Tomishima, Nilesh N. Shah, Antonio J. Peña | Published: 2021-03-30 | Updated: 2021-04-29
Measurement of Memorization
Encryption Method
Optimization Methods