WARDEN: Multi-Directional Backdoor Watermarks for Embedding-as-a-Service
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WARDEN: Multi-Directional Backdoor Watermarks for Embedding-as-a-Service Copyright Protection

3 March 2024

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Papers citing "WARDEN: Multi-Directional Backdoor Watermarks for Embedding-as-a-Service Copyright Protection"

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Title
ModelShield: Adaptive and Robust Watermark against Model Extraction Attack Kaiyi Pang Tao Qi Chuhan Wu Minhao Bai Minghu Jiang Yongfeng Huang AAML WaLM 132 5 0 03 May 2024
Training-free Lexical Backdoor Attacks on Language Models Yujin Huang Terry Yue Zhuo Xingliang Yuan Han Hu Lizhen Qu Chunyang Chen SILM 92 45 0 08 Feb 2023
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark Xuanli He Xingliang Yuan Lingjuan Lyu Fangzhao Wu Chenguang Wang WaLM 240 98 0 05 Dec 2021
Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs Xingliang Yuan Xuanli He Lingjuan Lyu Zhuang Li Gholamreza Haffari MLAU 73 23 0 29 Aug 2021
Model Extraction and Adversarial Transferability, Your BERT is Vulnerable! Xuanli He Lingjuan Lyu Xingliang Yuan Lichao Sun MIACV SILM 86 96 0 18 Mar 2021
Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-Level Backdoor Attacks Zhengyan Zhang Guangxuan Xiao Yongwei Li Tian Lv Fanchao Qi Zhiyuan Liu Yasheng Wang Xin Jiang Maosong Sun AAML 143 74 0 18 Jan 2021
Protect, Show, Attend and Tell: Empowering Image Captioning Models with Ownership Protection Jian Han Lim Chee Seng Chan Kam Woh Ng Lixin Fan Qiang Yang 156 31 0 25 Aug 2020
Imitation Attacks and Defenses for Black-box Machine Translation Systems Eric Wallace Mitchell Stern Basel Alomair AAML 98 123 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 116 201 0 27 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,316 0 27 Aug 2019
Exploring Connections Between Active Learning and Model Extraction Varun Chandrasekaran Kamalika Chaudhuri Irene Giacomelli Shane Walker Songbai Yan MIACV 207 159 0 05 Nov 2018
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 415 933 0 21 Apr 2018
Embedding Watermarks into Deep Neural Networks Yusuke Uchida Yuki Nagai S. Sakazawa Shiníchi Satoh 122 610 0 15 Jan 2017
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 343 2,900 0 26 Sep 2016
Stealing Machine Learning Models via Prediction APIs Florian Tramèr Fan Zhang Ari Juels Michael K. Reiter Thomas Ristenpart SILM MLAU 109 1,811 0 09 Sep 2016