SOPHON: Non-Fine-Tunable Learning to Restrain Task Transferability For
Pre-trained Models

SOPHON: Non-Fine-Tunable Learning to Restrain Task Transferability For Pre-trained Models

19 April 2024

Jiangyi Deng

Yanjiao Chen

Haiqin Weng

Papers citing "SOPHON: Non-Fine-Tunable Learning to Restrain Task Transferability For Pre-trained Models"

8 / 8 papers shown

Title
ProDiF: Protecting Domain-Invariant Features to Secure Pre-Trained Models Against Extraction Tong Zhou Shijin Duan Gaowen Liu Charles Fleming Ramana Rao Kompella Shaolei Ren Xiaolin Xu AAML 58 0 0 17 Mar 2025
Cyber Shadows: Neutralizing Security Threats with AI and Targeted Policy Measures Marc Schmitt Pantelis Koutroumpis 40 0 0 03 Jan 2025
Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization Phillip Guo Aaquib Syed Abhay Sheshadri Aidan Ewart Gintare Karolina Dziugaite KELM MU 31 5 0 16 Oct 2024
Tamper-Resistant Safeguards for Open-Weight LLMs Rishub Tamirisa Bhrugu Bharathi Long Phan Andy Zhou Alice Gatti ... Andy Zou Dawn Song Bo Li Dan Hendrycks Mantas Mazeika AAML MU 47 37 0 01 Aug 2024
Unsupervised Non-transferable Text Classification Guangtao Zeng Wei Lu 17 6 0 23 Oct 2022
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018
Probabilistic Model-Agnostic Meta-Learning Chelsea Finn Kelvin Xu Sergey Levine BDL 165 666 0 07 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,659 0 09 Mar 2017