{"total":41,"rows":[{"id":"2103.06191","title":"A Study of Face Obfuscation in ImageNet","created":"2021-03-10","cited_by_count":83,"area":null},{"id":"2303.11296","title":"Attribute-preserving Face Dataset Anonymization via Latent Code Optimization","created":"2023-03-20","cited_by_count":43,"area":null},{"id":"2105.00529","title":"GRNN: Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning","created":"2021-05-02","cited_by_count":36,"area":null},{"id":"2210.08371","title":"Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability","created":"2022-10-15","cited_by_count":25,"area":null},{"id":"2103.01745","title":"IdentityDP: Differential Private Identification Protection for Face Images","created":"2021-03-02","cited_by_count":24,"area":null},{"id":"2103.07073","title":"DP-Image: Differential Privacy for Image Data in Feature Space","created":"2021-03-12","cited_by_count":23,"area":null},{"id":"2302.03629","title":"Ethical Considerations for Responsible Data Curation","created":"2023-02-07","cited_by_count":17,"area":null},{"id":"2103.05472","title":"Differentially Private Imaging via Latent Space Manipulation","created":"2021-03-08","cited_by_count":13,"area":null},{"id":"2104.02655","title":"DeepBlur: A Simple and Effective Method for Natural Image Obfuscation","created":"2021-03-31","cited_by_count":13,"area":null},{"id":"2306.05135","title":"Does Image Anonymization Impact Computer Vision Training?","created":"2023-06-08","cited_by_count":12,"area":null},{"id":"2310.12462","title":"Unmasking Transformers: A Theoretical Approach to Data Recovery via Attention Weights","created":"2023-10-19","cited_by_count":12,"area":null},{"id":"2308.11223","title":"LDP-Feat: Image Features with Local Differential Privacy","created":"2023-08-22","cited_by_count":10,"area":null},{"id":"2406.03820","title":"A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions","created":"2024-06-06","cited_by_count":10,"area":null},{"id":"2311.16065","title":"A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective","created":"2023-11-27","cited_by_count":9,"area":null},{"id":"2110.07986","title":"On Generating Identifiable Virtual Faces","created":"2021-10-15","cited_by_count":8,"area":null},{"id":"2106.02328","title":"Temporally coherent video anonymization through GAN inpainting","created":"2021-06-04","cited_by_count":7,"area":null},{"id":"2112.09422","title":"A Review on Visual Privacy Preservation Techniques for Active and Assisted Living","created":"2021-12-17","cited_by_count":6,"area":null},{"id":"2303.10435","title":"Modeling the Trade-off of Privacy Preservation and Activity Recognition on Low-Resolution Images","created":"2023-03-18","cited_by_count":6,"area":null},{"id":"2308.05983","title":"Face Encryption via Frequency-Restricted Identity-Agnostic Attacks","created":"2023-08-11","cited_by_count":6,"area":null},{"id":"2312.14407","title":"AdvCloak: Customized Adversarial Cloak for Privacy Protection","created":"2023-12-22","cited_by_count":5,"area":null},{"id":"2210.10651","title":"Fant\\^omas: Understanding Face Anonymization Reversibility","created":"2022-10-19","cited_by_count":4,"area":null},{"id":"2207.14625","title":"Content-Aware Differential Privacy with Conditional Invertible Neural Networks","created":"2022-07-29","cited_by_count":3,"area":null},{"id":"2208.10688","title":"Hierarchical Perceptual Noise Injection for Social Media Fingerprint Privacy Protection","created":"2022-08-23","cited_by_count":3,"area":null},{"id":"2107.05819","title":"Multitask Identity-Aware Image Steganography via Minimax Optimization","created":"2021-07-13","cited_by_count":2,"area":null},{"id":"2201.03353","title":"GMFIM: A Generative Mask-guided Facial Image Manipulation Model for Privacy Preservation","created":"2022-01-10","cited_by_count":2,"area":null},{"id":"2204.03559","title":"Practical Digital Disguises: Leveraging Face Swaps to Protect Patient Privacy","created":"2022-04-07","cited_by_count":2,"area":null},{"id":"2212.02611","title":"StyleGAN as a Utility-Preserving Face De-identification Method","created":"2022-12-05","cited_by_count":2,"area":null},{"id":"2601.11635","title":"Now You See Me, Now You Don't: A Unified Framework for Expression Consistent Anonymization in Talking Head Videos","created":"2026-01-14","cited_by_count":2,"area":null},{"id":"2603.26336","title":"From Pixels to Privacy: Temporally Consistent Video Anonymization via Token Pruning for Privacy Preserving Action Recognition","created":"2026-03-27","cited_by_count":2,"area":null},{"id":"2202.02892","title":"Lossy Compression of Noisy Data for Private and Data-Efficient Learning","created":"2022-02-07","cited_by_count":1,"area":null},{"id":"2205.07864","title":"Privacy Enhancement for Cloud-Based Few-Shot Learning","created":"2022-05-10","cited_by_count":0,"area":null},{"id":"2308.16530","title":"Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition","created":"2023-08-31","cited_by_count":0,"area":null},{"id":"2409.19301","title":"Privacy Attack in Federated Learning is Not Easy: An Experimental Study","created":"2024-09-28","cited_by_count":0,"area":null},{"id":"2503.08731","title":"FairDeFace: Evaluating the Fairness and Adversarial Robustness of Face Obfuscation Methods","created":"2025-03-11","cited_by_count":0,"area":null},{"id":"2504.16557","title":"Beyond Anonymization: Object Scrubbing for Privacy-Preserving 2D and 3D Vision Tasks","created":"2025-04-23","cited_by_count":0,"area":null},{"id":"2512.09309","title":"A Distributed Framework for Privacy-Enhanced Vision Transformers on the Edge","created":"2025-12-10","cited_by_count":0,"area":null},{"id":"2512.16086","title":"Privacy Blur: Quantifying Privacy and Utility for Image Data Release","created":"2025-12-18","cited_by_count":0,"area":null},{"id":"2603.24695","title":"Amplified Patch-Level Differential Privacy for Free via Random Cropping","created":"2026-03-25","cited_by_count":0,"area":null},{"id":"2604.12068","title":"Privacy-Preserving Structureless Visual Localization via Image Obfuscation","created":"2026-04-13","cited_by_count":0,"area":null},{"id":"2604.17163","title":"PPEDCRF: Dynamic-CRF-Guided Selective Perturbation for Background-Based Location Privacy in Video Sequences","created":"2026-04-18","cited_by_count":0,"area":null},{"id":"2608.27066","title":"Beyond Classification: Task-Dependent Learnability under Privacy-Motivated Image Transformations","created":"2026-08-27","cited_by_count":0,"area":null}],"next_cursor":null}