{"total":62,"rows":[{"id":"2402.19091","title":"Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection","created":"2024-02-29","cited_by_count":89,"area":null},{"id":"2307.08317","title":"AltFreezing for More General Video Face Forgery Detection","created":"2023-07-17","cited_by_count":78,"area":null},{"id":"2503.15264","title":"LEGION: Learning to Ground and Explain for Synthetic Image Detection","created":"2025-03-19","cited_by_count":65,"area":null},{"id":"2403.06592","title":"Exploiting Style Latent Flows for Generalizing Deepfake Video Detection","created":"2024-03-11","cited_by_count":59,"area":null},{"id":"2211.10881","title":"Deepfake Detection: A Comprehensive Survey from the Reliability Perspective","created":"2022-11-20","cited_by_count":50,"area":null},{"id":"2402.01123","title":"A Single Simple Patch is All You Need for AI-generated Image Detection","created":"2024-02-02","cited_by_count":44,"area":null},{"id":"2508.00701","title":"D3: Training-Free AI-Generated Video Detection Using Second-Order Features","created":"2025-08-01","cited_by_count":34,"area":null},{"id":"2309.05911","title":"Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning","created":"2023-09-12","cited_by_count":32,"area":null},{"id":"2202.07145","title":"GAN-generated Faces Detection: A Survey and New Perspectives","created":"2022-02-15","cited_by_count":30,"area":null},{"id":"2307.14039","title":"Controllable Guide-Space for Generalizable Face Forgery Detection","created":"2023-07-26","cited_by_count":21,"area":null},{"id":"2403.07240","title":"Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Learning","created":"2024-03-12","cited_by_count":20,"area":null},{"id":"2410.23556","title":"Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization","created":"2024-10-31","cited_by_count":16,"area":null},{"id":"2408.13697","title":"ForgeLens: Data-Efficient Forgery Focus for Generalizable Forgery Image Detection","created":"2024-08-25","cited_by_count":15,"area":null},{"id":"2504.04827","title":"From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes","created":"2025-04-07","cited_by_count":14,"area":null},{"id":"2202.06095","title":"A Review of Deep Learning-based Approaches for Deepfake Content Detection","created":"2022-02-12","cited_by_count":13,"area":null},{"id":"2407.10575","title":"A Survey of Defenses Against AI-Generated Visual Media: Detection,Disruption, and Authentication","created":"2024-07-15","cited_by_count":13,"area":null},{"id":"2507.02398","title":"Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection","created":"2025-07-03","cited_by_count":13,"area":null},{"id":"2509.20890","title":"FerretNet: Efficient Synthetic Image Detection via Local Pixel Dependencies","created":"2025-09-25","cited_by_count":12,"area":null},{"id":"2403.06803","title":"Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection","created":"2024-03-11","cited_by_count":11,"area":null},{"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":"2407.15500","title":"TextureCrop: Enhancing Synthetic Image Detection through Texture-based Cropping","created":"2024-07-22","cited_by_count":9,"area":null},{"id":"2510.03161","title":"UniShield: An Adaptive Multi-Agent Framework for Unified Forgery Image Detection and Localization","created":"2025-10-03","cited_by_count":9,"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":"2410.18687","title":"ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks","created":"2024-10-24","cited_by_count":6,"area":null},{"id":"2212.13466","title":"General GAN-generated image detection by data augmentation in fingerprint domain","created":"2022-12-27","cited_by_count":5,"area":null},{"id":"2306.01364","title":"Towards Robust GAN-generated Image Detection: a Multi-view Completion Representation","created":"2023-06-02","cited_by_count":5,"area":null},{"id":"2407.14570","title":"Are handcrafted filters helpful for attributing AI-generated images?","created":"2024-07-19","cited_by_count":5,"area":null},{"id":"2409.07913","title":"UGAD: Universal Generative AI Detector utilizing Frequency Fingerprints","created":"2024-09-12","cited_by_count":5,"area":null},{"id":"2305.18439","title":"Alteration-free and Model-agnostic Origin Attribution of Generated Images","created":"2023-05-29","cited_by_count":4,"area":null},{"id":"2310.04639","title":"X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection","created":"2023-10-07","cited_by_count":4,"area":null},{"id":"2411.17911","title":"Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey","created":"2024-11-26","cited_by_count":4,"area":null},{"id":"2603.10598","title":"Layer Consistency Matters: Elegant Latent Transition Discrepancy for Generalizable Synthetic Image Detection","created":"2026-03-11","cited_by_count":4,"area":null},{"id":"2605.30062","title":"FakeVLM-R1: Internalizing Physical Laws via CoT for Synthetic Image Detection","created":"2026-05-28","cited_by_count":4,"area":null},{"id":"2403.08933","title":"Unveiling the Truth: Exploring Human Gaze Patterns in Fake Images","created":"2024-03-13","cited_by_count":3,"area":null},{"id":"2503.17184","title":"D2Fusion: Dual-domain Fusion with Feature Superposition for Deepfake Detection","created":"2025-03-21","cited_by_count":3,"area":null},{"id":"2503.22121","title":"Detecting Localized Deepfake Manipulations Using Action Unit-Guided Video Representations","created":"2025-03-28","cited_by_count":3,"area":null},{"id":"2604.21904","title":"UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection","created":"2026-04-23","cited_by_count":3,"area":null},{"id":"2412.07260","title":"DFREC: DeepFake Identity Recovery Based on Identity-aware Masked Autoencoder","created":"2024-12-10","cited_by_count":2,"area":null},{"id":"2511.10212","title":"Next-Frame Feature Prediction for Multimodal Deepfake Detection and Temporal Localization","created":"2025-11-13","cited_by_count":2,"area":null},{"id":"2512.04969","title":"Rethinking the Use of Vision Transformers for AI-Generated Image Detection","created":"2025-12-04","cited_by_count":2,"area":null},{"id":"2504.00463","title":"Exploring the Collaborative Advantage of Low-level Information on Generalizable AI-Generated Image Detection","created":"2025-04-01","cited_by_count":1,"area":null},{"id":"2506.20599","title":"SFNet: Fusion of Spatial and Frequency-Domain Features for Remote Sensing Image Forgery Detection","created":"2025-06-25","cited_by_count":1,"area":null},{"id":"2511.12107","title":"Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection","created":"2025-11-15","cited_by_count":1,"area":null},{"id":"2511.19886","title":"Frequency Bias Matters: Diving into Robust and Generalized Deep Image Forgery Detection","created":"2025-11-25","cited_by_count":1,"area":null},{"id":"2601.03586","title":"Detecting AI-Generated Images via Distributional Deviations from Real Images","created":"2026-01-07","cited_by_count":1,"area":null},{"id":"2601.08674","title":"Al\\'em do Desempenho: Um Estudo da Confiabilidade de Detectores de Deepfakes","created":"2026-01-13","cited_by_count":1,"area":null},{"id":"2603.20193","title":"From Masks to Pixels and Meaning: A New Taxonomy, Benchmark, and Metrics for VLM Image Tampering","created":"2026-03-20","cited_by_count":1,"area":null},{"id":"2606.06918","title":"DRIFT: From Robustness Gaps to Invariance Manifolds for AI-Generated Image Detection","created":"2026-06-05","cited_by_count":1,"area":null},{"id":"2310.16540","title":"Dual Defense: Adversarial, Traceable, and Invisible Robust Watermarking against Face Swapping","created":"2023-10-25","cited_by_count":0,"area":null},{"id":"2405.00483","title":"In Anticipation of Perfect Deepfake: Identity-anchored Artifact-agnostic Detection under Rebalanced Deepfake Detection Protocol","created":"2024-05-01","cited_by_count":0,"area":null},{"id":"2409.14289","title":"Deep Learning Technology for Face Forgery Detection: A Survey","created":"2024-09-22","cited_by_count":0,"area":null},{"id":"2501.13475","title":"LDR-Net: A Novel Framework for AI-generated Image Detection via Localized Discrepancy Representation","created":"2025-01-23","cited_by_count":0,"area":null},{"id":"2505.07734","title":"LAMM-ViT: AI Face Detection via Layer-Aware Modulation of Region-Guided Attention","created":"2025-05-12","cited_by_count":0,"area":null},{"id":"2507.21157","title":"Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems","created":"2025-07-24","cited_by_count":0,"area":null},{"id":"2508.17029","title":"A Novel Local Focusing Mechanism for Deepfake Detection Generalization","created":"2025-08-23","cited_by_count":0,"area":null},{"id":"2509.24367","title":"R$^2$M: Real-Aware Residual Model Merging for Robust and Generalizable Deepfake Detection","created":"2025-09-29","cited_by_count":0,"area":null},{"id":"2511.15571","title":"Transferable Dual-Domain Feature Importance Attack against AI-Generated Image Detector","created":"2025-11-19","cited_by_count":0,"area":null},{"id":"2512.04175","title":"Beyond Flicker: Detecting Kinematic Inconsistencies for Generalizable Deepfake Video Detection","created":"2025-12-03","cited_by_count":0,"area":null},{"id":"2512.08042","title":"Towards Sustainable Universal Deepfake Detection with Frequency-Domain Masking","created":"2025-12-08","cited_by_count":0,"area":null},{"id":"2606.14230","title":"A Multi-Domain Feature Fusion Framework for Generalizable Deepfake Detection Across Different Generators","created":"2026-06-12","cited_by_count":0,"area":null},{"id":"2606.25297","title":"Minimalist Preprocessing Approach for Image Synthesis Detection","created":"2026-06-24","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}],"next_cursor":null}