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model extraction attack

19 papers

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Also known as

MEA

Co-occurring keywords

model extraction (37) copyright protection (69) adversarial learning (1592) knowledge distillation (3680) query efficiency (70) adversarial attack (1599) semi-supervised learning (2331) machine learning as a service (8) backdoor watermark (7) privacy attack (118)

Papers

RegionMarker: A Region-Triggered Semantic Watermarking Framework for Embedding-as-a-Service Copyright Protection AAAI 2026
StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data ICCV 2025
Your Semantic-Independent Watermark is Fragile: A Semantic Perturbation Attack against EaaS Watermark EMNLP 2025
Robust and Minimally Invasive Watermarking for EaaS ACL 2025
Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation AAAI 2025
Army of Thieves: Enhancing Black-Box Model Extraction via Ensemble Based Sample Selection WACV 2024
Beyond Slow Signs in High-fidelity Model Extraction NIPS 2024
EMGAN: Early-Mix-GAN on Extracting Server-Side Model in Split Federated Learning AAAI 2024
Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation AAAI 2024
SAME: Sample Reconstruction against Model Extraction Attacks AAAI 2024
WARDEN: Multi-Directional Backdoor Watermarks for Embedding-as-a-Service Copyright Protection ACL 2024
Protecting Language Generation Models via Invisible Watermarking ICML 2023
Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark ACL 2023
Margin-based Neural Network Watermarking ICML 2023
DisGUIDE: Disagreement-Guided Data-Free Model Extraction AAAI 2023
Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack NIPS 2023
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark AAAI 2022
MExMI: Pool-based Active Model Extraction Crossover Membership Inference NIPS 2022
Learning Model with Error -- Exposing the Hidden Model of BAYHENN IJCAI 2020