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Inference Attack

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Showing 201–250 of 283 papers

TitleStatusHype
Bounding Information Leakage in Machine Learning—0
Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning—0
Similarity-based Label Inference Attack against Training and Inference of Split Learning—0
Inferring Communities of Interest in Collaborative Learning-based Recommender Systems—0
Comprehensive Privacy Analysis on Federated Recommender System against Attribute Inference Attacks—0
Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature—0
DAMIA: Leveraging Domain Adaptation as a Defense against Membership Inference Attacks—0
Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models—0
Defending against Machine Learning based Inference Attacks via Adversarial Examples: Opportunities and Challenges—0
Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning—0
Defending Model Inversion and Membership Inference Attacks via Prediction Purification—0
De-identification is not always enough—0
DeSIA: Attribute Inference Attacks Against Limited Fixed Aggregate Statistics—0
Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation—0
Differentially Private Data Generative Models—0
Differentially Private k-Means Clustering with Guaranteed Convergence—0
Dikaios: Privacy Auditing of Algorithmic Fairness via Attribute Inference Attacks—0
Disparate Privacy Vulnerability: Targeted Attribute Inference Attacks and Defenses—0
Do Backdoors Assist Membership Inference Attacks?—0
Does Black-box Attribute Inference Attacks on Graph Neural Networks Constitute Privacy Risk?—0
DP-GPL: Differentially Private Graph Prompt Learning—0
Eavesdrop the Composition Proportion of Training Labels in Federated Learning—0
EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression—0
Effectiveness of L2 Regularization in Privacy-Preserving Machine Learning—0
Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability—0
Efficient Membership Inference Attacks by Bayesian Neural Network—0
Eliminating Label Leakage in Tree-Based Vertical Federated Learning—0
Epsilon*: Privacy Metric for Machine Learning Models—0
Evaluation of Inference Attack Models for Deep Learning on Medical Data—0
EXPLORING VULNERABILITIES OF BERT-BASED APIS—0
Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment—0
Feature Inference Attack on Shapley Values—0
Federated Graph Condensation with Information Bottleneck Principles—0
Fingerprint Membership and Identity Inference Against Generative Adversarial Networks—0
Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models—0
From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning—0
GAN-based Domain Inference Attack—0
GAZEploit: Remote Keystroke Inference Attack by Gaze Estimation from Avatar Views in VR/MR Devices—0
Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data—0
Graph-Level Label-Only Membership Inference Attack against Graph Neural Networks—0
Holistic risk assessment of inference attacks in machine learning—0
Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning—0
I Can Read Your Mind: Control Mechanism Secrecy of Networked Dynamical Systems under Inference Attacks—0
Identity-Focused Inference and Extraction Attacks on Diffusion Models—0
Inference Attacks Against Face Recognition Model without Classification Layers—0
Inference Attacks: A Taxonomy, Survey, and Promising Directions—0
Inferring Class Label Distribution of Training Data from Classifiers: An Accuracy-Augmented Meta-Classifier Attack—0
Interaction-level Membership Inference Attack Against Federated Recommender Systems—0
TrISec: Training Data-Unaware Imperceptible Security Attacks on Deep Neural Networks—0
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation—0
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