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Inference Attack

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Showing 201–250 of 283 papers

TitleStatusHype
Membership Inference Attack against Long-Context Large Language Models—0
Membership Inference Attack Against Masked Image Modeling—0
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning—0
Membership Inference Attack for Beluga Whales Discrimination—0
Membership Inference Attack in Face of Data Transformations—0
Membership Inference Attacks Against In-Context Learning—0
Membership Inference Attacks for Face Images Against Fine-Tuned Latent Diffusion Models—0
Membership Inference Attacks on Knowledge Graphs—0
Membership Inference Attacks on Sequence Models—0
Membership Inference Attack Susceptibility of Clinical Language Models—0
Membership inference attack with relative decision boundary distance—0
Membership Inference on Word Embedding and Beyond—0
Membership Privacy Evaluation in Deep Spiking Neural Networks—0
Membership Privacy Protection for Image Translation Models via Adversarial Knowledge Distillation—0
Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks—0
MixNN: Protection of Federated Learning Against Inference Attacks by Mixing Neural Network Layers—0
ML Privacy Meter: Aiding Regulatory Compliance by Quantifying the Privacy Risks of Machine Learning—0
τ: Gradient-based and Task-Agnostic machine Unlearning—0
On the Effectiveness of Regularization Against Membership Inference Attacks—0
On the Evaluation of User Privacy in Deep Neural Networks using Timing Side Channel—0
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models—0
On the Privacy Risk of In-context Learning—0
LTU Attacker for Membership InferenceCode0
Label Inference Attack against Split Learning under Regression SettingCode0
RIGA: Covert and Robust White-Box Watermarking of Deep Neural NetworksCode0
Data and Model Dependencies of Membership Inference AttackCode0
Safety and Performance, Why not Both? Bi-Objective Optimized Model Compression toward AI Software DeploymentCode0
Privacy Attacks on Image AutoRegressive ModelsCode0
Safety and Performance, Why Not Both? Bi-Objective Optimized Model Compression against Heterogeneous Attacks Toward AI Software DeploymentCode0
Privacy and Accuracy Implications of Model Complexity and Integration in Heterogeneous Federated LearningCode0
A Method to Facilitate Membership Inference Attacks in Deep Learning ModelsCode0
A Linear Reconstruction Approach for Attribute Inference Attacks against Synthetic DataCode0
An Empirical Study on the Membership Inference Attack against Tabular Data Synthesis ModelsCode0
Inferring Sensitive Attributes from Model ExplanationsCode0
Inf2Guard: An Information-Theoretic Framework for Learning Privacy-Preserving Representations against Inference AttacksCode0
Privacy Risks of Securing Machine Learning Models against Adversarial ExamplesCode0
Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute ManipulationsCode0
Membership Inference Attacks against Machine Learning ModelsCode0
Membership Inference Attacks Against Object Detection ModelsCode0
GLiRA: Black-Box Membership Inference Attack via Knowledge DistillationCode0
Generated Distributions Are All You Need for Membership Inference Attacks Against Generative ModelsCode0
Contrastive Learning and Adversarial Disentanglement for Task-Oriented Semantic CommunicationsCode0
GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative ModelsCode0
Membership Inference Attacks on DNNs using Adversarial PerturbationsCode0
SeqMIA: Sequential-Metric Based Membership Inference AttackCode0
Membership Inference Attacks on Lottery Ticket NetworksCode0
Formalizing and Estimating Distribution Inference RisksCode0
Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference PerspectiveCode0
Property Inference Attacks Against GANsCode0
Are Normalizing Flows the Key to Unlocking the Exponential Mechanism?Code0
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