Watermarking Pre-trained Encoders in Contrastive Learning

Watermarking Pre-trained Encoders in Contrastive Learning

20 January 2022

Papers citing "Watermarking Pre-trained Encoders in Contrastive Learning"

9 / 9 papers shown

Title
FLARE: Feature-based Lightweight Aggregation for Robust Evaluation of IoT Intrusion Detection Bradley Boswell Seth Barrett Swarnamugi Rajaganapathy Gokila Dorai 16 0 0 21 Apr 2025
NSmark: Null Space Based Black-box Watermarking Defense Framework for Language Models Haodong Zhao Jinming Hu Peixuan Li Fangqi Li Jinrui Sha Peixuan Chen Zhuosheng Zhang Gongshen Liu Gongshen Liu AAML 27 0 0 16 Oct 2024
Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders Jan Dubiñski Stanislaw Pawlak Franziska Boenisch Tomasz Trzciñski Adam Dziedzic AAML 29 3 0 12 Oct 2023
StegGuard: Fingerprinting Self-supervised Pre-trained Encoders via Secrets Embeder and Extractor Xingdong Ren Tianxing Zhang Hanzhou Wu Xinpeng Zhang Yinggui Wang Guangling Sun LLMSV 27 0 0 05 Oct 2023
SSL-Auth: An Authentication Framework by Fragile Watermarking for Pre-trained Encoders in Self-supervised Learning Xiaobei Li Changchun Yin Liyue Zhu Xiaogang Xu Liming Fang Run Wang Chenhao Lin AAML 25 0 0 09 Aug 2023
Apple of Sodom: Hidden Backdoors in Superior Sentence Embeddings via Contrastive Learning Xiaoyi Chen Baisong Xin Shengfang Zhai Shiqing Ma Qingni Shen Zhonghai Wu SILM 19 2 0 20 Oct 2022
SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning Peizhuo Lv Pan Li Shenchen Zhu Shengzhi Zhang Kai Chen ... Fan Xiang Yuling Cai Hualong Ma Yingjun Zhang Guozhu Meng AAML 33 7 0 08 Sep 2022
AWEncoder: Adversarial Watermarking Pre-trained Encoders in Contrastive Learning Tianxing Zhang Hanzhou Wu Xiaofeng Lu Guangling Sun AAML 27 4 0 08 Aug 2022
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 270 3,375 0 09 Mar 2020