Rigging the Foundation: Manipulating Pre-training for Advanced Membership Inference Attacks
2025 IEEE Symposium on Security and Privacy (SP)(2025)
Key words
Inference Attacks,Membership Inference Attacks,Test Accuracy,Transfer Learning,Privacy Risks,Fine-tuned Model,Downstream Data,Attack Surface,Pre-training Process,Training Set,Training Data,Test Data,Training Dataset,Deep Neural Network,Regular Training,Target Domain,Types Of Attacks,Target Model,Source Domain,Adversarial Training,Adversarial Examples,Adversarial Perturbations,Differential Privacy,Projected Gradient Descent,Threat Model,Inference Scheme,Downstream Classification,Privacy Leakage,Adversarial Robustness,Adversarial Attacks
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