| SLIC: Secure Learned Image Codec through Compressed Domain Watermarking to Defend Image Manipulation | Oct 19, 2024 | DecoderFace Swapping | —Unverified | 0 |
| SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection | Jul 26, 2024 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| Smooth-Swap: A Simple Enhancement for Face-Swapping with Smoothness | Dec 11, 2021 | Contrastive LearningFace Swapping | —Unverified | 0 |
| Social Media Authentication and Combating Deepfakes using Semi-fragile Invisible Image Watermarking | Oct 2, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework | Jan 9, 2024 | BenchmarkingDeepFake Detection | —Unverified | 0 |
| Source Tracing of Audio Deepfake Systems | Jul 10, 2024 | Face Swappingtext-to-speech | —Unverified | 0 |
| SPARK: Self-supervised Personalized Real-time Monocular Face Capture | Sep 12, 2024 | 3D ReconstructionFace Model | —Unverified | 0 |
| Spatio-temporal Features for Generalized Detection of Deepfake Videos | Oct 22, 2020 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Spatiotemporal Inconsistency Learning for DeepFake Video Detection | Sep 4, 2021 | Binary ClassificationFace Swapping | —Unverified | 0 |
| SpoofCeleb: Speech Deepfake Detection and SASV In The Wild | Sep 18, 2024 | DeepFake DetectionDiversity | —Unverified | 0 |
| Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors | Jun 19, 2025 | BenchmarkingFace Swapping | —Unverified | 0 |
| Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection | Sep 4, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| State-of-the-art AI-based Learning Approaches for Deepfake Generation and Detection, Analyzing Opportunities, Threading through Pros, Cons, and Future Prospects | Jan 2, 2025 | BenchmarkingFace Swapping | —Unverified | 0 |
| Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set Condition | Jan 11, 2025 | Audio Deepfake DetectionBinary Classification | CodeCode Available | 0 |
| Audio Codec Augmentation for Robust Collaborative Watermarking of Speech Synthesis | Sep 20, 2024 | Face SwappingSpeech Synthesis | CodeCode Available | 0 |
| Are Watermarks Bugs for Deepfake Detectors? Rethinking Proactive Forensics | Apr 27, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Visual Realism Assessment for Face-swap Videos | Feb 2, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Multiverse Through Deepfakes: The MultiFakeVerse Dataset of Person-Centric Visual and Conceptual Manipulations | Jun 1, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection | Jun 24, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 0 |
| Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and Videos | Jun 17, 2019 | Binary ClassificationDecoder | CodeCode Available | 0 |
| Multi-spectral Class Center Network for Face Manipulation Detection and Localization | May 18, 2023 | Face Swapping | CodeCode Available | 0 |
| ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images | Dec 7, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| On Face Segmentation, Face Swapping, and Face Perception | Apr 22, 2017 | Face Swapping | CodeCode Available | 0 |
| Extending Information Bottleneck Attribution to Video Sequences | Jan 28, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Exposing DeepFake Videos By Detecting Face Warping Artifacts | Nov 1, 2018 | Face Swapping | CodeCode Available | 0 |
| On the Exploitation of DCT-Traces in the Generative-AI Domain | Feb 3, 2024 | Face Swapping | CodeCode Available | 0 |
| Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative Analysis | May 1, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Exploring Green AI for Audio Deepfake Detection | Mar 21, 2024 | Audio Deepfake DetectionCPU | CodeCode Available | 0 |
| Characterizing the temporal dynamics of universal speech representations for generalizable deepfake detection | Sep 15, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture | Aug 23, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Measuring the Robustness of Audio Deepfake Detectors | Mar 21, 2025 | Audio Deepfake DetectionData Augmentation | CodeCode Available | 0 |
| Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images | Mar 18, 2022 | Binary ClassificationDeepFake Detection | CodeCode Available | 0 |
| Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems | Jun 13, 2023 | Adversarial AttackFace Swapping | CodeCode Available | 0 |
| A Dataless FaceSwap Detection Approach Using Synthetic Images | Dec 5, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Pay Less Attention to Deceptive Artifacts: Robust Detection of Compressed Deepfakes on Online Social Networks | Jun 25, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Penny-Wise and Pound-Foolish in Deepfake Detection | Aug 15, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| SocialDF: Benchmark Dataset and Detection Model for Mitigating Harmful Deepfake Content on Social Media Platforms | Jun 5, 2025 | Face SwappingMisinformation | CodeCode Available | 0 |
| A Representative Study on Human Detection of Artificially Generated Media Across Countries | Dec 10, 2023 | Face SwappingHuman Detection | CodeCode Available | 0 |
| PolyGlotFake: A Novel Multilingual and Multimodal DeepFake Dataset | May 14, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution | Apr 10, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| WavLM model ensemble for audio deepfake detection | Aug 14, 2024 | Audio Deepfake DetectionData Augmentation | CodeCode Available | 0 |
| Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio? | Aug 20, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 0 |
| Practical Manipulation Model for Robust Deepfake Detection | Jun 5, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation | May 24, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Preserving AUC Fairness in Learning with Noisy Protected Groups | May 24, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Lip Sync Matters: A Novel Multimodal Forgery Detector | Nov 7, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Time Step Generating: A Universal Synthesized Deepfake Image Detector | Nov 17, 2024 | DenoisingFace Swapping | CodeCode Available | 0 |
| Learning Pairwise Interaction for Generalizable DeepFake Detection | Feb 26, 2023 | Decision MakingDeepFake Detection | CodeCode Available | 0 |
| TOPFORMER: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Styles | Sep 22, 2023 | Authorship AttributionFace Swapping | CodeCode Available | 0 |
| Learning Disentangled Representation for One-shot Progressive Face Swapping | Mar 24, 2022 | AttributeDisentanglement | CodeCode Available | 0 |