Dataset Inference for Self-Supervised ModelsNeural Information Processing Systems (NeurIPS), 2022 |
Conflicting Interactions Among Protection Mechanisms for Machine
Learning ModelsAAAI Conference on Artificial Intelligence (AAAI), 2022 |
I Know What You Trained Last Summer: A Survey on Stealing Machine
Learning Models and DefencesACM Computing Surveys (ACM CSUR), 2022 |
On the Difficulty of Defending Self-Supervised Learning against Model
ExtractionInternational Conference on Machine Learning (ICML), 2022 |
One Picture is Worth a Thousand Words: A New Wallet Recovery ProcessGlobal Communications Conference (GLOBECOM), 2022 |
ShadowNet: A Secure and Efficient On-device Model Inference System for
Convolutional Neural NetworksIEEE Symposium on Security and Privacy (IEEE S&P), 2020 |
Thieves on Sesame Street! Model Extraction of BERT-based APIsInternational Conference on Learning Representations (ICLR), 2019 |