{"total":25,"rows":[{"id":"2310.07152","title":"No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML","created":"2023-10-11","cited_by_count":21,"area":null},{"id":"2411.10023","title":"Model Inversion Attacks: A Survey of Approaches and Countermeasures","created":"2024-11-15","cited_by_count":11,"area":null},{"id":"2307.10981","title":"PATROL: Privacy-Oriented Pruning for Collaborative Inference Against Model Inversion Attacks","created":"2023-07-20","cited_by_count":9,"area":null},{"id":"2208.05969","title":"Safety and Performance, Why not Both? Bi-Objective Optimized Model Compression toward AI Software Deployment","created":"2022-08-11","cited_by_count":8,"area":null},{"id":"2312.07861","title":"GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks","created":"2023-12-13","cited_by_count":8,"area":null},{"id":"2405.20876","title":"Investigating Calibration and Corruption Robustness of Post-hoc Pruned Perception CNNs: An Image Classification Benchmark Study","created":"2024-05-31","cited_by_count":5,"area":null},{"id":"2309.09972","title":"Artificial Intelligence for Web 3.0: A Comprehensive Survey","created":"2023-08-17","cited_by_count":4,"area":null},{"id":"2407.16164","title":"Representation Magnitude has a Liability to Privacy Vulnerability","created":"2024-07-23","cited_by_count":3,"area":null},{"id":"2411.09945","title":"TEESlice: Protecting Sensitive Neural Network Models in Trusted Execution Environments When Attackers have Pre-Trained Models","created":"2024-11-15","cited_by_count":3,"area":null},{"id":"2507.16872","title":"CompLeak: Deep Learning Model Compression Exacerbates Privacy Leakage","created":"2025-07-22","cited_by_count":3,"area":null},{"id":"2207.03384","title":"Efficient Pruning for Machine Learning Under Homomorphic Encryption","created":"2022-07-07","cited_by_count":2,"area":null},{"id":"2406.02027","title":"Inference Attacks: A Taxonomy, Survey, and Promising Directions","created":"2024-06-04","cited_by_count":2,"area":null},{"id":"2503.06150","title":"Do Fairness Interventions Come at the Cost of Privacy: Evaluations for Binary Classifiers","created":"2025-03-08","cited_by_count":2,"area":null},{"id":"2508.20414","title":"Federated Learning for Large Models in Medical Imaging: A Comprehensive Review","created":"2025-08-28","cited_by_count":2,"area":null},{"id":"2304.07234","title":"Can sparsity improve the privacy of neural networks?","created":"2023-04-11","cited_by_count":1,"area":null},{"id":"2505.08793","title":"Onboard Optimization and Learning: A Survey","created":"2025-05-07","cited_by_count":1,"area":null},{"id":"2508.10836","title":"SoK: Data Minimization in Machine Learning","created":"2025-08-14","cited_by_count":1,"area":null},{"id":"2601.03429","title":"DeepLeak: Privacy Enhancing Hardening of Model Explanations Against Membership Leakage","created":"2026-01-06","cited_by_count":1,"area":null},{"id":"2602.02296","title":"Decoupling Generalizability and Membership Privacy Risks in Neural Networks","created":"2026-02-02","cited_by_count":1,"area":null},{"id":"2207.13267","title":"Fault Detection and Classification of Aerospace Sensors using a VGG16-based Deep Neural Network","created":"2022-07-27","cited_by_count":0,"area":null},{"id":"2508.13533","title":"Models in the Same Family are NOT Trust-Equivalent","created":"2025-08-19","cited_by_count":0,"area":null},{"id":"2603.13186","title":"Learnability and Privacy Vulnerability are Entangled in a Few Critical Weights","created":"2026-03-13","cited_by_count":0,"area":null},{"id":"2605.12264","title":"Reconstruction of Personally Identifiable Information from Proprietary Data in Supervised Fine-Tuned Models","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2607.13541","title":"When T2I Synthetic Data Backfires: Amplified Privacy Risks in Real-Synthetic Mix Training","created":"2026-07-15","cited_by_count":0,"area":null},{"id":"2609.33985","title":"The Privacy Fallacy of Crowdsourced Fine-Tuning: Extracting Proprietary Data via Topic-Based Poisoning","created":"2026-09-27","cited_by_count":0,"area":null}],"next_cursor":null}