{"total":14,"rows":[{"id":"2411.19537","title":"Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook","created":"2024-11-29","cited_by_count":10,"area":null},{"id":"2510.25237","title":"DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis","created":"2025-10-29","cited_by_count":7,"area":null},{"id":"2512.00539","title":"SAIDO: Generalizable Detection of AI-Generated Images via Scene-Aware and Importance-Guided Dynamic Optimization in Continual Learning","created":"2025-11-29","cited_by_count":5,"area":null},{"id":"2509.19230","title":"DevFD: Developmental Face Forgery Detection by Learning Shared and Orthogonal LoRA Subspaces","created":"2025-09-23","cited_by_count":3,"area":null},{"id":"2512.04837","title":"A Sanity Check for Multi-In-Domain Face Forgery Detection in the Real World","created":"2025-12-04","cited_by_count":2,"area":null},{"id":"2506.17592","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","created":"2025-06-21","cited_by_count":1,"area":null},{"id":"2604.16207","title":"AIFIND: Artifact-Aware Interpreting Fine-Grained Alignment for Incremental Face Forgery Detection","created":"2026-04-17","cited_by_count":1,"area":null},{"id":"2608.01334","title":"SphereVideo: Prototype-anchored Hyperspherical Boundary for Continual AI-generated Video Detection","created":"2026-08-02","cited_by_count":1,"area":null},{"id":"2502.20698","title":"Towards General Visual-Linguistic Face Forgery Detection(V2)","created":"2025-02-28","cited_by_count":0,"area":null},{"id":"2512.06363","title":"Spoofing-aware Prompt Learning for Unified Physical-Digital Facial Attack Detection","created":"2025-12-06","cited_by_count":0,"area":null},{"id":"2603.14005","title":"Towards Generalizable Deepfake Detection via Real Distribution Bias Correction","created":"2026-03-14","cited_by_count":0,"area":null},{"id":"2604.12941","title":"Direct Discrepancy Replay: Distribution-Discrepancy Condensation and Manifold-Consistent Replay for Continual Face Forgery Detection","created":"2026-04-14","cited_by_count":0,"area":null},{"id":"2609.03446","title":"Preserving Knowledge across Space and Time for Continual Video Deepfake Detection","created":"2026-09-03","cited_by_count":0,"area":null},{"id":"2609.38251","title":"Forensic-Aware Continual Adaptation for Image Forgery Localization","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}