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Digital Face Manipulation Creation and Detection: A Systematic Review
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/int.22499openalex-snapshot
A lightweight 3D convolutional neural network for deepfake detection
inferredcites →https://doi.org/10.1007/978-3-030-01231-1_26openalex-snapshot
Generative Adversarial Network with Spatial Attention for Face Attribute Editing
inferredcites →https://doi.org/10.1007/978-3-030-01249-6_50openalex-snapshot
GANimation: Anatomically-Aware Facial Animation from a Single Image
inferredcites →https://doi.org/10.1007/978-3-030-11018-5_59openalex-snapshot
From Attribute-Labels to Faces: Face Generation Using a Conditional Generative Adversarial Network
inferredcites →https://doi.org/10.1007/978-3-031-19781-9_2openalex-snapshot
Explaining Deepfake Detection by Analysing Image Matching
inferredcites →https://doi.org/10.1007/978-3-658-40442-0_9openalex-snapshot
Generative Adversarial Nets
inferredcites →https://doi.org/10.1007/978-981-10-8660-1_36openalex-snapshot
An Eagle-Eye View of Recent Digital Image Forgery Detection Methods
inferredcites →https://doi.org/10.1007/978-981-15-7421-4_27openalex-snapshot
Deepfake Detection Approaches Using Deep Learning: A Systematic Review
inferredcites →https://doi.org/10.1007/s10462-017-9578-yopenalex-snapshot
A survey on techniques to handle face recognition challenges: occlusion, single sample per subject and expression
inferredcites →https://doi.org/10.1007/s10462-020-09835-4openalex-snapshot
Deep learning for face image synthesis and semantic manipulations: a review and future perspectives
inferredcites →https://doi.org/10.1007/s10462-021-10046-8openalex-snapshot
Passive image forensics using universal techniques: a review
inferredcites →https://doi.org/10.1007/s10462-021-10088-yopenalex-snapshot
Explainable artificial intelligence: a comprehensive review
inferredcites →https://doi.org/10.1007/s11042-018-7073-3openalex-snapshot
Detecting double JPEG compression and its related anti-forensic operations with CNN
inferredcites →https://doi.org/10.1007/s11263-020-01308-zopenalex-snapshot
A Survey of Deep Facial Attribute Analysis
inferredcites →https://doi.org/10.1007/s11263-022-01606-8openalex-snapshot
Countering Malicious DeepFakes: Survey, Battleground, and Horizon
inferredcites →https://doi.org/10.1007/s11263-022-01617-5openalex-snapshot
Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization
inferredcites →https://doi.org/10.1016/j.bushor.2019.11.006openalex-snapshot
Deepfakes: Trick or treat?
inferredcites →https://doi.org/10.1016/j.displa.2022.102237openalex-snapshot
GAN computers generate arts? A survey on visual arts, music, and literary text generation using generative adversarial network
inferredcites →https://doi.org/10.1016/j.eswa.2019.04.005openalex-snapshot
Face image manipulation detection based on a convolutional neural network
inferredcites →https://doi.org/10.1016/j.forsciint.2020.110311openalex-snapshot
Recent advances in digital image manipulation detection techniques: A brief review
inferredcites →https://doi.org/10.1016/j.future.2020.01.016openalex-snapshot
Image tampering detection by estimating interpolation patterns
inferredcites →https://doi.org/10.1016/j.imavis.2019.11.001openalex-snapshot
Spec-Net and Spec-CGAN: Deep learning models for specularity removal from faces
inferredcites →https://doi.org/10.1016/j.inffus.2020.06.014openalex-snapshot
Deepfakes and beyond: A Survey of face manipulation and fake detection
inferredcites →https://doi.org/10.1016/j.ins.2021.05.006openalex-snapshot
Locally GAN-generated face detection based on an improved Xception
inferredcites →https://doi.org/10.1016/j.neucom.2020.10.081openalex-snapshot
Deep face recognition: A survey
inferredcites →https://doi.org/10.1049/bme2.12031openalex-snapshot
A Survey on Deepfake Video Detection
inferredcites →https://doi.org/10.1080/00450618.2016.1153711openalex-snapshot
Copy-move and splicing image forgery detection and localization techniques: a review
inferredcites →https://doi.org/10.1080/09658211.2021.1919715openalex-snapshot
Deepfake false memories
inferredcites →https://doi.org/10.1080/13683500.2020.1738357openalex-snapshot
Deepfake: a social construction of technology perspective
inferredcites →https://doi.org/10.1109/access.2020.2974043openalex-snapshot
GAN-Based Face Attribute Editing
inferredcites →https://doi.org/10.1109/access.2020.2982224openalex-snapshot
A State-of-the-Art Review on Image Synthesis With Generative Adversarial Networks
inferredcites →https://doi.org/10.1109/access.2022.3151186openalex-snapshot
DeepFake Detection for Human Face Images and Videos: A Survey
inferredcites →https://doi.org/10.1109/btas.2018.8698545openalex-snapshot
On Detecting GANs and Retouching based Synthetic Alterations
inferredcites →https://doi.org/10.1109/btas46853.2019.9185974openalex-snapshot
Multi-task Learning for Detecting and Segmenting Manipulated Facial Images and Videos
inferredcites →https://doi.org/10.1109/csicc49403.2020.9050061openalex-snapshot
StarGAN Based Facial Expression Transfer for Anime Characters
inferredcites →https://doi.org/10.1109/cvpr.2014.241openalex-snapshot
One millisecond face alignment with an ensemble of regression trees
inferredcites →https://doi.org/10.1109/cvpr.2016.262openalex-snapshot
Face2Face: Real-Time Face Capture and Reenactment of RGB Videos
inferredcites →https://doi.org/10.1109/cvpr.2018.00916openalex-snapshot
StarGAN: Unified Generative Adversarial Networks for Multi-domain Image-to-Image Translation
inferredcites →https://doi.org/10.1109/cvpr.2019.00379openalex-snapshot
STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing
inferredcites →https://doi.org/10.1109/cvpr.2019.00453openalex-snapshot
A Style-Based Generator Architecture for Generative Adversarial Networks
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00296openalex-snapshot
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00327openalex-snapshot
Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00537openalex-snapshot
FReeNet: Multi-Identity Face Reenactment
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00559openalex-snapshot
MaskGAN: Towards Diverse and Interactive Facial Image Manipulation
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00581openalex-snapshot
Editing in Style: Uncovering the Local Semantics of GANs
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00582openalex-snapshot
On the Detection of Digital Face Manipulation
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00808openalex-snapshot
Global Texture Enhancement for Fake Face Detection in the Wild
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00813openalex-snapshot
Analyzing and Improving the Image Quality of StyleGAN
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01411openalex-snapshot
Adversarial Latent Autoencoders
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00083openalex-snapshot
Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00091openalex-snapshot
Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00222openalex-snapshot
Multi-attentional Deepfake Detection
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00434openalex-snapshot
ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00480openalex-snapshot
One Shot Face Swapping on Megapixels
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00572openalex-snapshot
Face Forensics in the Wild
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00991openalex-snapshot
One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00749openalex-snapshot
High-resolution Face Swapping via Latent Semantics Disentanglement
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00753openalex-snapshot
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00925openalex-snapshot
Protecting Celebrities from DeepFake with Identity Consistency Transformer
inferredcites →https://doi.org/10.1109/cvprw.2013.59openalex-snapshot
The CASIA NIR-VIS 2.0 Face Database
inferredcites →https://doi.org/10.1109/cvprw.2017.229openalex-snapshot
Two-Stream Neural Networks for Tampered Face Detection
inferredcites →https://doi.org/10.1109/cvprw.2017.237openalex-snapshot
A C3D-Based Convolutional Neural Network for Frame Dropping Detection in a Single Video Shot
inferredcites →https://doi.org/10.1109/cvprw50498.2020.00335openalex-snapshot
Towards Untrusted Social Video Verification to Combat Deepfakes via Face Geometry Consistency
inferredcites →https://doi.org/10.1109/cvprw50498.2020.00341openalex-snapshot
DeepFake Detection by Analyzing Convolutional Traces
inferredcites →https://doi.org/10.1109/cvprw50498.2020.00344openalex-snapshot
Detecting GANs and Retouching based Digital Alterations via DAD-HCNN
inferredcites →https://doi.org/10.1109/cvprw59228.2023.00102openalex-snapshot
Open Set Classification of GAN-based Image Manipulations via a ViT-based Hybrid Architecture
inferredcites →https://doi.org/10.1109/fg.2018.00020openalex-snapshot
VGGFace2: A Dataset for Recognising Faces across Pose and Age
inferredcites →https://doi.org/10.1109/icalip.2018.8455775openalex-snapshot
Video Face Swap Based on Autoencoder Generation Network
inferredcites →https://doi.org/10.1109/icassp.2019.8683164openalex-snapshot
Exposing Deep Fakes Using Inconsistent Head Poses
inferredcites →https://doi.org/10.1109/iccv.2015.425openalex-snapshot
Deep Learning Face Attributes in the Wild
inferredcites →https://doi.org/10.1109/iccv.2017.244openalex-snapshot
Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks
inferredcites →https://doi.org/10.1109/iccv.2019.00009openalex-snapshot
FaceForensics++: Learning to Detect Manipulated Facial Images
inferredcites →https://doi.org/10.1109/iccv.2019.00728openalex-snapshot
FSGAN: Subject Agnostic Face Swapping and Reenactment
inferredcites →https://doi.org/10.1109/iccv.2019.00955openalex-snapshot
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
inferredcites →https://doi.org/10.1109/iccv.2019.01013openalex-snapshot
Make a Face: Towards Arbitrary High Fidelity Face Manipulation
inferredcites →https://doi.org/10.1109/iccv48922.2021.00996openalex-snapshot
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild
inferredcites →https://doi.org/10.1109/iccv48922.2021.01057openalex-snapshot
KoDF: A Large-scale Korean DeepFake Detection Dataset
inferredcites →https://doi.org/10.1109/iccv48922.2021.01475openalex-snapshot
Learning Self-Consistency for Deepfake Detection
inferredcites →https://doi.org/10.1109/iccv48922.2021.01483openalex-snapshot
ID-Reveal: Identity-aware DeepFake Video Detection
inferredcites →https://doi.org/10.1109/iccvw.2019.00152openalex-snapshot
Deepfake Video Detection through Optical Flow Based CNN
inferredcites →https://doi.org/10.1109/iccvw54120.2021.00421openalex-snapshot
Towards Solving the DeepFake Problem : An Analysis on Improving DeepFake Detection using Dynamic Face Augmentation
inferredcites →https://doi.org/10.1109/icip.2017.8296650openalex-snapshot
Face aging with conditional generative adversarial networks
inferredcites →https://doi.org/10.1109/icip.2018.8451698openalex-snapshot
Cnn-Based Detection of Generic Contrast Adjustment with Jpeg Post-Processing
inferredcites →https://doi.org/10.1109/icip.2019.8803661openalex-snapshot
Detecting GAN-Generated Imagery Using Saturation Cues
inferredcites →https://doi.org/10.1109/icnidc.2014.7000272openalex-snapshot
The image blending method for face swapping
inferredcites →https://doi.org/10.1109/jstsp.2020.2994523openalex-snapshot
GAN-Generated Image Detection With Self-Attention Mechanism Against GAN Generator Defect
inferredcites →https://doi.org/10.1109/jstsp.2020.3002101openalex-snapshot
Media Forensics and DeepFakes: An Overview
inferredcites →https://doi.org/10.1109/jstsp.2020.3007250openalex-snapshot
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection
inferredcites →https://doi.org/10.1109/mipr.2018.00084openalex-snapshot
Detection of GAN-Generated Fake Images over Social Networks
inferredcites →https://doi.org/10.1109/mipr.2019.00103openalex-snapshot
Do GANs Leave Artificial Fingerprints?
inferredcites →https://doi.org/10.1109/taffc.2014.2336244openalex-snapshot
CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset
inferredcites →https://doi.org/10.1109/tifs.2016.2561898openalex-snapshot
Detecting Facial Retouching Using Supervised Deep Learning
inferredcites →https://doi.org/10.1109/tifs.2021.3050065openalex-snapshot
High-Fidelity Face Manipulation With Extreme Poses and Expressions
inferredcites →https://doi.org/10.1109/tifs.2022.3146766openalex-snapshot
ForgeryNIR: Deep Face Forgery and Detection in Near-Infrared Scenario
inferredcites →https://doi.org/10.1109/tip.2019.2916751openalex-snapshot
AttGAN: Facial Attribute Editing by Only Changing What You Want
inferredcites →https://doi.org/10.1109/tmm.2019.2897897openalex-snapshot
SwapGAN: A Multistage Generative Approach for Person-to-Person Fashion Style Transfer
inferredcites →https://doi.org/10.1109/tpami.2020.3034267openalex-snapshot
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs
inferredcites →https://doi.org/10.1109/wacv45572.2020.9093275openalex-snapshot
Cross-Domain Face Synthesis using a Controllable GAN
inferredcites →https://doi.org/10.1109/wacv45572.2020.9093628openalex-snapshot
Detecting Face2Face Facial Reenactment in Videos
inferredcites →https://doi.org/10.1109/wacv48630.2021.00137openalex-snapshot
FACEGAN: Facial Attribute Controllable rEenactment GAN
inferredcites →https://doi.org/10.1109/wacv48630.2021.00159openalex-snapshot
FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age for Bias Measurement and Mitigation
inferredcites →https://doi.org/10.1109/wacv48630.2021.00202openalex-snapshot
Interpretable and Trustworthy Deepfake Detection via Dynamic Prototypes
inferredcites →https://doi.org/10.1109/wacv51458.2022.00293openalex-snapshot
BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection
inferredcites →https://doi.org/10.1109/wacvw.2019.00018openalex-snapshot
MFC Datasets: Large-Scale Benchmark Datasets for Media Forensic Challenge Evaluation
inferredcites →https://doi.org/10.1109/wacvw.2019.00020openalex-snapshot
Exploiting Visual Artifacts to Expose Deepfakes and Face Manipulations
inferredcites →https://doi.org/10.1109/wifs.2018.8630761openalex-snapshot
MesoNet: a Compact Facial Video Forgery Detection Network
inferredcites →https://doi.org/10.1111/cgf.14062openalex-snapshot
High‐Resolution Neural Face Swapping for Visual Effects
inferredcites →https://doi.org/10.1145/3197517.3201357openalex-snapshot
Looking to listen at the cocktail party
inferredcites →https://doi.org/10.1145/3240508.3240647openalex-snapshot
Conditional Expression Synthesis with Face Parsing Transformation
inferredcites →https://doi.org/10.1145/3267357.3267367openalex-snapshot
Detecting Both Machine and Human Created Fake Face Images In the Wild
inferredcites →https://doi.org/10.1145/3335203.3335724openalex-snapshot
Exposing GAN-synthesized Faces Using Landmark Locations
inferredcites →https://doi.org/10.1145/3416061openalex-snapshot
Detecting deepfakes using crowd consensus
inferredcites →https://doi.org/10.1145/3425780openalex-snapshot
The Creation and Detection of Deepfakes
inferredcites →https://doi.org/10.1145/3512527.3531415openalex-snapshot
M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection
inferredcites →https://doi.org/10.1155/2019/8902701openalex-snapshot
Face Swapping: Realistic Image Synthesis Based on Facial Landmarks Alignment
inferredcites →https://doi.org/10.1371/journal.pone.0196391openalex-snapshot
The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English
inferredcites →https://doi.org/10.1609/aaai.v35i4.16417openalex-snapshot
FaceController: Controllable Attribute Editing for Face in the Wild
inferredcites →https://doi.org/10.1609/aaai.v36i1.19955openalex-snapshot
Delving into the Local: Dynamic Inconsistency Learning for DeepFake Video Detection
inferredcites →https://doi.org/10.1609/aaai.v36i3.20203openalex-snapshot
MobileFaceSwap: A Lightweight Framework for Video Face Swapping
inferredcites →https://doi.org/10.1609/aaai.v36i3.20233openalex-snapshot
Patch Diffusion: A General Module for Face Manipulation Detection
inferredcites →https://doi.org/10.21437/interspeech.2018-1929openalex-snapshot
VoxCeleb2: Deep Speaker Recognition
inferredcites →https://doi.org/10.22215/timreview/1282openalex-snapshot
The Emergence of Deepfake Technology: A Review
inferredcites →https://doi.org/10.2352/issn.2470-1173.2018.07.mwsf-118openalex-snapshot
Boosting Image Forgery Detection using Resampling Features and Copy-move Analysis
inferredcites →https://doi.org/10.2352/issn.2470-1173.2018.07.mwsf-119openalex-snapshot
Image Manipulation Detection Using Sensor Linear Pattern
inferredcites →https://doi.org/10.2352/issn.2470-1173.2019.5.mwsf-532openalex-snapshot
Detecting GAN generated Fake Images using Co-occurrence Matrices
inferredcites →https://doi.org/10.24963/ijcai.2020/476openalex-snapshot
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces
inferredcites →https://doi.org/10.3390/app10020505openalex-snapshot
Tampered and Computer-Generated Face Images Identification Based on Deep Learning
inferredcites →https://doi.org/10.3390/app8122610openalex-snapshot
Deep Learning Based Computer Generated Face Identification Using Convolutional Neural Network
inferredcites →https://doi.org/10.3390/fi13110298openalex-snapshot
Face Swapping Consistency Transfer with Neural Identity Carrier
inferredcites →https://doi.org/10.3390/s23041937openalex-snapshot
Geometry Sampling-Based Adaption to DCGAN for 3D Face Generation
inferredcites →https://doi.org/10.48550/arxiv.1710.10196openalex-snapshot
Progressive Growing of GANs for Improved Quality, Stability, and Variation
inferredcites →https://doi.org/10.48550/arxiv.1809.11096openalex-snapshot
Large Scale GAN Training for High Fidelity Natural Image Synthesis
inferredcites →https://doi.org/10.48550/arxiv.1811.00656openalex-snapshot
Exposing DeepFake Videos By Detecting Face Warping Artifacts
inferredcites →https://doi.org/10.48550/arxiv.1811.08180openalex-snapshot
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints
inferredcites →https://doi.org/10.48550/arxiv.1905.00582openalex-snapshot
Recurrent Convolutional Strategies for Face Manipulation Detection in Videos
inferredcites →https://doi.org/10.48550/arxiv.1911.06465openalex-snapshot
Fourier Spectrum Discrepancies in Deep Network Generated Images
inferredcites →https://doi.org/10.48550/arxiv.2101.04775openalex-snapshot
Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Controllable Facial Protection Against Malicious Gan-Based Attribute Editing
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When is Fake Real Enough? Evaluating StyleGAN2 and NVAE Face Realism Across Animation and Visual Contexts
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Cloud-Based Face-Swapping Application
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Synthetic shadows: the interplay of forensic detection and anti-forensic techniques in GAN-generated images
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Towards Unified Defense for Face Forgery and Spoofing Attacks via Dual Space Reconstruction Learning
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An analysis of deepfake technology: A systematic review of creation, detection, and mitigation
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Towards mitigating uncann(eye)ness in face swaps via gaze-centric loss terms
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Controllable facial protection against malicious translation-based attribute editing
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SFD-ViT: Spatial-Frequency dual-Stream transformer with patch embedding for face forgery detection
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A Survey on Face‐Swapping Methods for Identity Manipulation in Deepfake Applications
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Improving Artistic Design With KFDeformNet: Single-Frame Three-Dimensional Cartoon Face Recovery
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Research on Encrypted Traffic Classification Method Based on Generative Adversarial Networks
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DeepJurist: A Hybrid Deep Learning Architecture for Detecting Fake Visual Evidence in Judicial Systems
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Image Forgery Detection Using Deep Learning
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Deepfake Face Image Detection: Benchmarking CNN Models' Performance
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Forensic Challenges in Face Manipulated Videos
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Deepfake Detection on Image and Video Using Generative Adversarial Network
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A Practical Tutorial on Explainable AI Techniques
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Group Decision Performance of Human Examiners for Identity-aware Face Image Manipulation Detection
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Spatiotemporal and Behavioral Feature-Aware Model with XceptionCapsule Fusion for Deepfake Detection
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Attention-Driven CNN-LSTM Fusion for Robust Deepfake Detection in Digital Media
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Reversible Spectral Speech Watermarking with Variable Embedding Locations Against Spectrum-Based Attacks
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Detection of Manipulations in Digital Images: A Review of Passive and Active Methods Utilizing Deep Learning
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Face Anti-Spoofing Based on Deep Learning: A Comprehensive Survey
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Bioinspired Adaptive-Depth Neural Growth for Deepfake Video Forensics: An Entropy-Guided State-Space Framework
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Visual Intelligence in Smart Cities: A Lightweight Deep Learning Model for Fire Detection in an IoT Environment
inferred← citeshttps://doi.org/10.4018/979-8-3373-5228-2.ch010openalex-snapshot
Detection of Deepfake Videos
inferred← citeshttps://doi.org/10.4018/979-8-3693-5415-5.ch001openalex-snapshot
Overview of Generative AI Techniques for Cybersecurity
inferred← citeshttps://doi.org/10.56809/icujtas.1851374openalex-snapshot
SAHTE MULTİMEDYA İÇERİK ÜRETİMİ VE TESPİTİNDE GELENEKSEL VE DERİN ÖĞRENME TABANLI YAKLAŞIMLAR
inferred← citeshttps://doi.org/10.58564/ijser.3.3.2024.236openalex-snapshot
Review of Recent Trends in Face Image Authentication (FIA) Techniques and Their Limitations
inferred← citeshttps://doi.org/10.60097/acig/221087openalex-snapshot
A Comparative Benchmarking Study of Classical Machine Learning and Deep Learning Methods for Image-Based Deepfake Detection
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