Papers citing 'Digital Watermarking for Deep Neural Networks'

Title
Exploring AI in Steganography and Steganalysis: Trends, Clusters, and Sustainable Development Potential Aditya Kumar Sahu Chandan Kumar Saksham Kumar Serdar Solak 44 0 0 15 Nov 2025
Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Zhicheng Zhang Peizhuo Lv Mengke Wan Jiang Fang Diandian Guo Yezeng Chen Yinlong Liu Wei Ma Jiyan Sun Liru Geng 218 0 0 28 Jul 2025
DuFFin: A Dual-Level Fingerprinting Framework for LLMs IP Protection Yuliang Yan Haochun Tang Shuo Yan Enyan Dai 103 4 0 22 May 2025
Steganography Beyond Space-Time with Chain of Multimodal AIScientific Reports (Sci Rep), 2025 Ching-Chun Chang Isao Echizen 366 1 0 25 Feb 2025
Embedding Watermarks in Diffusion Process for Model Intellectual Property Protection Jijia Yang Sen Peng Xiaohua Jia WIGM 218 0 0 29 Oct 2024
Proactive Schemes: A Survey of Adversarial Attacks for Social Good Vishal Asnani Xi Yin Xiaoming Liu AAML 361 1 0 24 Sep 2024
DeepiSign-G: Generic Watermark to Stamp Hidden DNN Parameters for Self-contained Tracking A. Abuadbba Nicholas Rhodes Kristen Moore Bushra Sabir Shuo Wang Yansong Gao AAML 305 3 0 01 Jul 2024
Neural Lineage Runpeng Yu Xinchao Wang 260 6 0 17 Jun 2024
Inference Attacks: A Taxonomy, Survey, and Promising Directions Feng Wu Lei Cui Shaowen Yao Shui Yu 336 2 0 04 Jun 2024
ModelLock: Locking Your Model With a Spell Yifeng Gao Yuhua Sun Jiabo He Zuxuan Wu Yu-Gang Jiang VLM 216 3 0 25 May 2024
Does Your Neural Code Completion Model Use My Code? A Membership Inference Approach Yao Wan Guanghua Wan Shijie Zhang Hongyu Zhang Yulei Sui Pan Zhou Hai Jin Lichao Sun 158 9 0 22 Apr 2024
Revisiting the Information Capacity of Neural Network Watermarks: Upper Bound Estimation and Beyond Fang Li Haodong Zhao Wei Du Shilin Wang 132 6 0 20 Feb 2024
Frequency Domain-based Dataset DistillationNeural Information Processing Systems (NeurIPS), 2023 DongHyeok Shin Seungjae Shin Il-Chul Moon DD 264 27 0 15 Nov 2023
Wide Flat Minimum Watermarking for Robust Ownership Verification of GANsIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Jianwei Fei Zhihua Xia B. Tondi Mauro Barni AAML 242 11 0 25 Oct 2023
Bucks for Buckets (B4B): Active Defenses Against Stealing EncodersNeural Information Processing Systems (NeurIPS), 2023 Jan Dubiñski Stanislaw Pawlak Franziska Boenisch Tomasz Trzciñski Adam Dziedzic AAML 245 8 0 12 Oct 2023
ZKROWNN: Zero Knowledge Right of Ownership for Neural NetworksDesign Automation Conference (DAC), 2023 Nojan Sheybani Zahra Ghodsi Ritvik Kapila F. Koushanfar 112 14 0 13 Sep 2023
Co(ve)rtex: ML Models as storage channels and their (mis-)applications Md Abdullah Al Mamun Quazi Mishkatul Alam Erfan Shayegani Pedram Zaree Ihsen Alouani Nael B. Abu-Ghazaleh 253 0 0 17 Jul 2023
OVLA: Neural Network Ownership Verification using Latent Watermarks Feisi Fu Wenchao Li AAML 197 1 0 15 Jun 2023
Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models: A Systematization of Watermarking, Fingerprinting, Model Access, and AttacksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Isabell Lederer Rudolf Mayer Andreas Rauber 220 29 0 22 Apr 2023
Effective Ambiguity Attack Against Passport-based DNN Intellectual Property Protection Schemes through Fully Connected Layer SubstitutionComputer Vision and Pattern Recognition (CVPR), 2023 Yiming Chen Jinyu Tian Xiangyu Chen Jiantao Zhou AAML 159 15 0 21 Mar 2023
Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property ProtectionComputer Vision and Pattern Recognition (CVPR), 2023 Lianyu Wang Meng Wang Daoqiang Zhang Huazhu Fu 128 22 0 20 Mar 2023
Seeds Don't Lie: An Adaptive Watermarking Framework for Computer Vision Models Jacob Shams Ben Nassi I. Morikawa Toshiya Shimizu A. Shabtai Yuval Elovici AAML 94 1 0 24 Nov 2022
DynaMarks: Defending Against Deep Learning Model Extraction Using Dynamic Watermarking Abhishek Chakraborty Daniel Xing Yuntao Liu Ankur Srivastava AAML MLAU 99 8 0 27 Jul 2022
Stealing and Evading Malware Classifiers and Antivirus at Low False Positive ConditionsComputers & security (Comput. Secur.), 2022 M. Rigaki Sebastian Garcia AAML 190 12 0 13 Apr 2022
TinyMLOps: Operational Challenges for Widespread Edge AI AdoptionIEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW), 2022 Sam Leroux Pieter Simoens Meelis Lootus Kartik Thakore Akshay Sharma 230 20 0 21 Mar 2022
Privacy protection based on mask template Hao Wang Yunkun Bai Guangmin Sun Jie Liu PICV 118 0 0 13 Feb 2022
TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel CodingAsia-Pacific Computer Systems Architecture Conference (ACSA), 2022 Giulio Pagnotta Dorjan Hitaj Briland Hitaj Fernando Perez-Cruz L. Mancini 213 7 0 12 Feb 2022
Safe Distillation BoxAAAI Conference on Artificial Intelligence (AAAI), 2021 Jingwen Ye Yining Mao Mingli Song Xinchao Wang Cheng Jin Xiuming Zhang AAML 190 14 0 05 Dec 2021
Protect the Intellectual Property of Dataset against Unauthorized Use Mingfu Xue Yinghao Wu Yushu Zhang Jian Wang Weiqiang Liu 176 7 0 16 Sep 2021
Exploring Structure Consistency for Deep Model Watermarking Jie Zhang Dongdong Chen Jing Liao Han Fang Zehua Ma Weiming Zhang G. Hua Nenghai Yu AAML 147 4 0 05 Aug 2021
Immunization of Pruning Attack in DNN Watermarking Using Constant Weight Code Minoru Kuribayashi Tatsuya Yasui Asad U. Malik N. Funabiki AAML 74 2 0 07 Jul 2021
Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey Xiaoyu Zhang Chao Chen Yi Xie Xiaofeng Chen Jun Zhang Yang Xiang FedML 94 7 0 13 May 2021
PassFlow: Guessing Passwords with Generative FlowsDependable Systems and Networks (DSN), 2021 Giulio Pagnotta Dorjan Hitaj Fabio De Gaspari L. Mancini 136 18 0 13 May 2021
Piracy-Resistant DNN Watermarking by Block-Wise Image Transformation with Secret KeyInformation Hiding and Multimedia Security Workshop (IH&MMSec), 2021 Maungmaung Aprilpyone Hitoshi Kiya 211 18 0 09 Apr 2021
A survey of deep neural network watermarking techniquesNeurocomputing (Neurocomputing), 2021 Yue Li Hongxia Wang Mauro Barni 183 181 0 16 Mar 2021
Robust Black-box Watermarking for Deep NeuralNetwork using Inverse Document Frequency Mohammad Mehdi Yadollahi Farzaneh Shoeleh Sajjad Dadkhah Ali A. Ghorbani AAML 93 14 0 09 Mar 2021
Deep Model Intellectual Property Protection via Deep WatermarkingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Jie Zhang Dongdong Chen Jing Liao Weiming Zhang Huamin Feng G. Hua Nenghai Yu 212 132 0 08 Mar 2021
ActiveGuard: An Active DNN IP Protection Technique via Adversarial ExamplesIET Computers & Digital Techniques (IET-CDT), 2021 Mingfu Xue Shichang Sun Can He Yushu Zhang Jian Wang Weiqiang Liu AAML 139 9 0 02 Mar 2021
DeepiSign: Invisible Fragile Watermark to Protect the Integrityand Authenticity of CNNACM Symposium on Applied Computing (SAC), 2021 A. Abuadbba Hyoungshick Kim Surya Nepal 112 20 0 12 Jan 2021
Spread-Transform Dither Modulation Watermarking of Deep Neural NetworkJournal of Information Security and Applications (JISA), 2020 Yue Li B. Tondi Mauro Barni 164 54 0 28 Dec 2020
Intellectual Property Protection for Deep Learning Models: Taxonomy, Methods, Attacks, and EvaluationsIEEE Transactions on Artificial Intelligence (IEEE TAI), 2020 Mingfu Xue Yushu Zhang Jian Wang Weiqiang Liu 193 67 0 27 Nov 2020
Decentralized Attribution of Generative ModelsInternational Conference on Learning Representations (ICLR), 2020 Changhoon Kim Yi Ren Yezhou Yang 197 22 0 27 Oct 2020
Entangled Watermarks as a Defense against Model ExtractionUSENIX Security Symposium (USENIX Security), 2020 Hengrui Jia Christopher A. Choquette-Choo Varun Chandrasekaran Nicolas Papernot WaLM AAML 336 261 0 27 Feb 2020
Model Watermarking for Image Processing NetworksAAAI Conference on Artificial Intelligence (AAAI), 2020 Jie Zhang Dongdong Chen Jing Liao Han Fang Weiming Zhang Wenbo Zhou Hao Cui Nenghai Yu WIGM AAML 189 147 0 25 Feb 2020
Stealing Knowledge from Protected Deep Neural Networks Using Composite Unlabeled DataIEEE International Joint Conference on Neural Network (IJCNN), 2019 Itay Mosafi E. David N. Netanyahu MLAU 99 17 0 09 Dec 2019
A novel method for identifying the deep neural network model with the Serial Number Xiangrui Xu Yaqin Li Cao Yuan AAML 85 8 0 19 Nov 2019
IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong 194 128 0 28 Oct 2019
On the Robustness of the Backdoor-based Watermarking in Deep Neural Networks Masoumeh Shafieinejad Jiaqi Wang Nils Lukas Xinda Li Florian Kerschbaum AAML 132 8 0 18 Jun 2019
TamperNN: Efficient Tampering Detection of Deployed Neural NetsIEEE International Symposium on Software Reliability Engineering (ISSRE), 2019 Erwan Le Merrer Gilles Tredan MLAU AAML 138 10 0 01 Mar 2019
A First Look at Deep Learning Apps on SmartphonesThe Web Conference (WWW), 2018 Mengwei Xu Jiawei Liu Yuanqiang Liu F. Lin Yunxin Liu Xuanzhe Liu HAI 202 194 0 08 Nov 2018

Exploring AI in Steganography and Steganalysis: Trends, Clusters, and Sustainable Development Potential

44

0

15 Nov 2025

Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution

218

0

28 Jul 2025

DuFFin: A Dual-Level Fingerprinting Framework for LLMs IP Protection

103

4

0

22 May 2025

Steganography Beyond Space-Time with Chain of Multimodal AIScientific Reports (Sci Rep), 2025

Ching-Chun Chang

Isao Echizen

366

1

0

25 Feb 2025

Embedding Watermarks in Diffusion Process for Model Intellectual Property Protection

218

0

29 Oct 2024

Proactive Schemes: A Survey of Adversarial Attacks for Social Good

361

1

0

24 Sep 2024

DeepiSign-G: Generic Watermark to Stamp Hidden DNN Parameters for Self-contained Tracking

305

3

0

01 Jul 2024

Neural Lineage

Runpeng Yu

Xinchao Wang

260

6

0

17 Jun 2024

Inference Attacks: A Taxonomy, Survey, and Promising Directions

336

2

0

04 Jun 2024

ModelLock: Locking Your Model With a Spell

Zuxuan Wu

216

3

0

25 May 2024

Does Your Neural Code Completion Model Use My Code? A Membership Inference Approach

Lichao Sun

158

9

0

22 Apr 2024

Revisiting the Information Capacity of Neural Network Watermarks: Upper Bound Estimation and Beyond

132

6

0

20 Feb 2024

Frequency Domain-based Dataset DistillationNeural Information Processing Systems (NeurIPS), 2023

264

27

0

15 Nov 2023

Wide Flat Minimum Watermarking for Robust Ownership Verification of GANsIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023

242

11

0

25 Oct 2023

Bucks for Buckets (B4B): Active Defenses Against Stealing EncodersNeural Information Processing Systems (NeurIPS), 2023

245

8

0

12 Oct 2023

ZKROWNN: Zero Knowledge Right of Ownership for Neural NetworksDesign Automation Conference (DAC), 2023

112

14

0

13 Sep 2023

Co(ve)rtex: ML Models as storage channels and their (mis-)applications

253

0

17 Jul 2023

OVLA: Neural Network Ownership Verification using Latent Watermarks

Feisi Fu

Wenchao Li

AAML

197

1

0

15 Jun 2023

Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models: A Systematization of Watermarking, Fingerprinting, Model Access, and AttacksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023

Isabell Lederer

Rudolf Mayer

Andreas Rauber

220

29

0

22 Apr 2023

Effective Ambiguity Attack Against Passport-based DNN Intellectual Property Protection Schemes through Fully Connected Layer SubstitutionComputer Vision and Pattern Recognition (CVPR), 2023

159

15

0

21 Mar 2023

Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property ProtectionComputer Vision and Pattern Recognition (CVPR), 2023

Lianyu Wang

Meng Wang

Daoqiang Zhang

Huazhu Fu

128

22

0

20 Mar 2023

Seeds Don't Lie: An Adaptive Watermarking Framework for Computer Vision Models

94

1

0

24 Nov 2022

DynaMarks: Defending Against Deep Learning Model Extraction Using Dynamic Watermarking

99

8

0

27 Jul 2022

Stealing and Evading Malware Classifiers and Antivirus at Low False Positive ConditionsComputers & security (Comput. Secur.), 2022

M. Rigaki

Sebastian Garcia

AAML

190

12

0

13 Apr 2022

TinyMLOps: Operational Challenges for Widespread Edge AI AdoptionIEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW), 2022

Sam Leroux

Pieter Simoens

Meelis Lootus

Kartik Thakore

Akshay Sharma

230

20

0

21 Mar 2022