Distillation-Resistant Watermarking for Model Protection in NLP

Distillation-Resistant Watermarking for Model Protection in NLP

7 October 2022

Lei Li

Papers citing "Distillation-Resistant Watermarking for Model Protection in NLP"

11 / 11 papers shown

Title
Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models Jialuo Chen Jingyi Wang Tinglan Peng Youcheng Sun Peng Cheng S. Ji Xingjun Ma Yue Liu D. Song AAML 67 63 0 10 Dec 2021
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark Xuanli He Xingliang Yuan Lingjuan Lyu Fangzhao Wu Chenguang Wang WaLM 233 97 0 05 Dec 2021
Towards Understanding Knowledge Distillation Mary Phuong Christoph H. Lampert 63 318 0 27 May 2021
Model Extraction and Adversarial Transferability, Your BERT is Vulnerable! Xuanli He Lingjuan Lyu Xingliang Yuan Lichao Sun MIACV SILM 75 95 0 18 Mar 2021
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective Helong Zhou Liangchen Song Jiajie Chen Ye Zhou Guoli Wang Junsong Yuan Qian Zhang 67 174 0 01 Feb 2021
Imitation Attacks and Defenses for Black-box Machine Translation Systems Eric Wallace Mitchell Stern D. Song AAML 68 123 0 30 Apr 2020
Thieves on Sesame Street! Model Extraction of BERT-based APIs Kalpesh Krishna Gaurav Singh Tomar Ankur P. Parikh Nicolas Papernot Mohit Iyyer MIACV MLAU 105 201 0 27 Oct 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,154 0 20 Apr 2018
Turning Your Weakness Into a Strength: Watermarking Deep Neural Networks by Backdooring Yossi Adi Carsten Baum Moustapha Cissé Benny Pinkas Joseph Keshet 61 677 0 13 Feb 2018
Embedding Watermarks into Deep Neural Networks Yusuke Uchida Yuki Nagai S. Sakazawa Shiníchi Satoh 122 607 0 15 Jan 2017
Stealing Machine Learning Models via Prediction APIs Florian Tramèr Fan Zhang Ari Juels Michael K. Reiter Thomas Ristenpart SILM MLAU 107 1,805 0 09 Sep 2016

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