Repurposing and Evaluating the (In)Feasibility of Dataset Poisoning enabled Watermarking for Contrastive Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Dai, Zhiyang, Gao, Yansong, Kuang, Boyu, Li, Haodong, Chang, Qi, Varshney, Gaurav, Abbott, Derek, Fu, Anmin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ArmSSL: Adversarial Robust Black-Box Watermarking for Self-Supervised Learning Pre-trained Encoders
by: Jiang, Yongqi, et al.
Published: (2026)
by: Jiang, Yongqi, et al.
Published: (2026)
CompLeak: Deep Learning Model Compression Exacerbates Privacy Leakage
by: Li, Na, et al.
Published: (2025)
by: Li, Na, et al.
Published: (2025)
Empowering IoT Firmware Secure Update with Customization Rights
by: Chen, Weihao, et al.
Published: (2025)
by: Chen, Weihao, et al.
Published: (2025)
Decaf: Data Distribution Decompose Attack against Federated Learning
by: Dai, Zhiyang, et al.
Published: (2024)
by: Dai, Zhiyang, et al.
Published: (2024)
TruVRF: Towards Triple-Granularity Verification on Machine Unlearning
by: Zhou, Chunyi, et al.
Published: (2024)
by: Zhou, Chunyi, et al.
Published: (2024)
From Pixels to Trajectory: Universal Adversarial Example Detection via Temporal Imprints
by: Gao, Yansong, et al.
Published: (2025)
by: Gao, Yansong, et al.
Published: (2025)
A Login Page Transparency and Visual Similarity Based Zero Day Phishing Defense Protocol
by: Varshney, Gaurav, et al.
Published: (2025)
by: Varshney, Gaurav, et al.
Published: (2025)
Kill Two Birds with One Stone! Trajectory enabled Unified Online Detection of Adversarial Examples and Backdoor Attacks
by: Fu, Anmin, et al.
Published: (2025)
by: Fu, Anmin, et al.
Published: (2025)
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense
by: Ma, Hua, et al.
Published: (2023)
by: Ma, Hua, et al.
Published: (2023)
Intellectual Property Protection for Deep Learning Model and Dataset Intelligence
by: Jiang, Yongqi, et al.
Published: (2024)
by: Jiang, Yongqi, et al.
Published: (2024)
DuCodeMark: Dual-Purpose Code Dataset Watermarking via Style-Aware Watermark-Poison Design
by: Chen, Yuchen, et al.
Published: (2026)
by: Chen, Yuchen, et al.
Published: (2026)
Provable Watermarking for Data Poisoning Attacks
by: Zhu, Yifan, et al.
Published: (2025)
by: Zhu, Yifan, et al.
Published: (2025)
Jailbreaking Generative AI: Multivector Phishing Threats and Transformer based Defenses
by: Mishra, Rina, et al.
Published: (2025)
by: Mishra, Rina, et al.
Published: (2025)
A Study of Effectiveness of Brand Domain Identification Features for Phishing Detection in 2025
by: Mishra, Rina, et al.
Published: (2025)
by: Mishra, Rina, et al.
Published: (2025)
DWBench: Holistic Evaluation of Watermark for Dataset Copyright Auditing
by: Ren, Xiao, et al.
Published: (2026)
by: Ren, Xiao, et al.
Published: (2026)
Forging the Unforgeable: On the Feasibility of Counterfeit Watermarks in Backdoor-Based Dataset Ownership Verification
by: Li, Zhiying, et al.
Published: (2024)
by: Li, Zhiying, et al.
Published: (2024)
Jailbreaking Generative AI: Empowering Novices to Conduct Phishing Attacks
by: Mishra, Rina, et al.
Published: (2025)
by: Mishra, Rina, et al.
Published: (2025)
DeepiSign-G: Generic Watermark to Stamp Hidden DNN Parameters for Self-contained Tracking
by: Abuadbba, Alsharif, et al.
Published: (2024)
by: Abuadbba, Alsharif, et al.
Published: (2024)
GuardPhish: Securing Open-Source LLMs from Phishing Abuse
by: Mishra, Rina, et al.
Published: (2026)
by: Mishra, Rina, et al.
Published: (2026)
A Passwordless MFA Utlizing Biometrics, Proximity and Contactless Communication
by: Shukla, Sneha, et al.
Published: (2024)
by: Shukla, Sneha, et al.
Published: (2024)
Privacy Aware Memory Forensics
by: Kalikiri, Janardhan, et al.
Published: (2024)
by: Kalikiri, Janardhan, et al.
Published: (2024)
One-to-Multiple Clean-Label Image Camouflage (OmClic) based Backdoor Attack on Deep Learning
by: Wang, Guohong, et al.
Published: (2023)
by: Wang, Guohong, et al.
Published: (2023)
Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects
by: Li, Na, et al.
Published: (2024)
by: Li, Na, et al.
Published: (2024)
Watermarking LLM-Generated Datasets in Downstream Tasks
by: Liu, Yugeng, et al.
Published: (2025)
by: Liu, Yugeng, et al.
Published: (2025)
Defending LLM Watermarking Against Spoofing Attacks with Contrastive Representation Learning
by: An, Li, et al.
Published: (2025)
by: An, Li, et al.
Published: (2025)
The Feasibility of Topic-Based Watermarking on Academic Peer Reviews
by: Nemecek, Alexander, et al.
Published: (2025)
by: Nemecek, Alexander, et al.
Published: (2025)
Vanishing Watermarks: Diffusion-Based Image Editing Undermines Robust Invisible Watermarking
by: Guo, Fan, et al.
Published: (2026)
by: Guo, Fan, et al.
Published: (2026)
EmbTracker: Traceable Black-box Watermarking for Federated Language Models
by: Zhao, Haodong, et al.
Published: (2026)
by: Zhao, Haodong, et al.
Published: (2026)
Watermarking Text Data on Large Language Models for Dataset Copyright
by: Liu, Yixin, et al.
Published: (2023)
by: Liu, Yixin, et al.
Published: (2023)
Comprehensive Evaluation of Cloaking Backdoor Attacks on Object Detector in Real-World
by: Ma, Hua, et al.
Published: (2025)
by: Ma, Hua, et al.
Published: (2025)
A Study on Malicious Browser Extensions in 2025
by: Singh, Shreya, et al.
Published: (2025)
by: Singh, Shreya, et al.
Published: (2025)
SEAL: Subspace-Anchored Watermarks for LLM Ownership
by: Dai, Yanbo, et al.
Published: (2025)
by: Dai, Yanbo, et al.
Published: (2025)
ProtegoFed: Backdoor-Free Federated Instruction Tuning with Interspersed Poisoned Data
by: Zhao, Haodong, et al.
Published: (2026)
by: Zhao, Haodong, et al.
Published: (2026)
Revisiting the Information Capacity of Neural Network Watermarks: Upper Bound Estimation and Beyond
by: Li, Fangqi, et al.
Published: (2024)
by: Li, Fangqi, et al.
Published: (2024)
Building an Adversarial Malware Dataset by Family and Type: Generation, Evasion, and Poisoning Evaluation
by: Košťál, David, et al.
Published: (2026)
by: Košťál, David, et al.
Published: (2026)
On the Feasibility of Poisoning Text-to-Image AI Models via Adversarial Mislabeling
by: Wu, Stanley, et al.
Published: (2025)
by: Wu, Stanley, et al.
Published: (2025)
Analyzing and Evaluating Unbiased Language Model Watermark
by: Wu, Yihan, et al.
Published: (2025)
by: Wu, Yihan, et al.
Published: (2025)
Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks
by: Wang, Zongwei, et al.
Published: (2023)
by: Wang, Zongwei, et al.
Published: (2023)
Isolate Trigger: Detecting and Eliminating Adaptive Backdoor Attacks
by: Sun, Chengrui, et al.
Published: (2025)
by: Sun, Chengrui, et al.
Published: (2025)
AMUSE: Adaptive Multi-Segment Encoding for Dataset Watermarking
by: Alvar, Saeed Ranjbar, et al.
Published: (2024)
by: Alvar, Saeed Ranjbar, et al.
Published: (2024)
Similar Items
-
ArmSSL: Adversarial Robust Black-Box Watermarking for Self-Supervised Learning Pre-trained Encoders
by: Jiang, Yongqi, et al.
Published: (2026) -
CompLeak: Deep Learning Model Compression Exacerbates Privacy Leakage
by: Li, Na, et al.
Published: (2025) -
Empowering IoT Firmware Secure Update with Customization Rights
by: Chen, Weihao, et al.
Published: (2025) -
Decaf: Data Distribution Decompose Attack against Federated Learning
by: Dai, Zhiyang, et al.
Published: (2024) -
TruVRF: Towards Triple-Granularity Verification on Machine Unlearning
by: Zhou, Chunyi, et al.
Published: (2024)