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conftrace_

machine learning as a service

10 papers

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Also known as

MLAAS

Co-occurring keywords · papers mentioning both

model extraction (6) adversarial attack (4) query efficiency (3) model extraction attack (3) machine learning service (2) black-box attack (2) sample reconstruction (1) facial emotion recognition (1) api selection (1) embedding inversion attack (1)

Papers

ObfusLM: Privacy-preserving Language Model Service against Embedding Inversion Attacks ACL 2025 SALSA: A Secure, Adaptive and Label-Agnostic Scalable Algorithm for Machine Unlearning UAI 2025 SAME: Sample Reconstruction against Model Extraction Attacks AAAI 2024 DisGUIDE: Disagreement-Guided Data-Free Model Extraction AAAI 2023 Extracted BERT Model Leaks More Information than You Think! EMNLP 2022 MExMI: Pool-based Active Model Extraction Crossover Membership Inference NeurIPS 2022 InverseNet: Augmenting Model Extraction Attacks with Training Data Inversion IJCAI 2021 ActiveThief: Model Extraction Using Active Learning and Unannotated Public Data AAAI 2020 FrugalML: How to use ML Prediction APIs more accurately and cheaply NeurIPS 2020 How to 0wn the NAS in Your Spare Time ICLR 2020