Uncovering visual attention-based multi-level tampering traces for face forgery detection

Forensic Symmetry for DeepFakes

(2023) Gen Li et al.   IEEE Transactions on Information Forensics and Security

ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection

(2023) Cairong Zhao et al.   IEEE Transactions on Information Forensics and Security

A hierarchical feature selection strategy for deepfake video detection

(2023) Sk Mohiuddin et al.   NEURAL COMPUTING & APPLICATIONS

A defensive framework for deepfake detection under adversarial settings using temporal and spatial features

(2023) S. Asha et al.   International Journal of Information Security

FDS_2D: rethinking magnitude-phase features for DeepFake detection

(2023) Gaoming Yang et al.   MULTIMEDIA SYSTEMS

Facial depth forgery detection based on image gradient

(2023) Kun Xu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

DF-UDetector: An effective method towards robust deepfake detection via feature restoration

(2023) Jianpeng Ke et al.   NEURAL NETWORKS

Cascaded Network Based on EfficientNet and Transformer for Deepfake Video Detection

(2023) Liwei Deng et al.   NEURAL PROCESSING LETTERS

An attention-erasing stripe pyramid network for face forgery detection

(2023) Zhenwu Hu et al.   Signal Image and Video Processing

LW-DeepFakeNet: a lightweight time distributed CNN-LSTM network for real-time DeepFake video detection

(2023) Umar Masud et al.   Signal Image and Video Processing

MC-LCR: Multimodal contrastive classification by locally correlated representations for effective face forgery detection

(2022) Gaojian Wang et al.   KNOWLEDGE-BASED SYSTEMS

DeepFake detection algorithm based on improved vision transformer

(2022) Young-Jin Heo et al.   APPLIED INTELLIGENCE

Visual attention-based deepfake video forgery detection

(2022) Shreyan Ganguly et al.   PATTERN ANALYSIS AND APPLICATIONS

Video face forgery detection via facial motion-assisted capturing dense optical flow truncation

(2022) Gaoming Yang et al.   VISUAL COMPUTER

A data augmentation framework by mining structured features for fake face image detection

(2022) Zhiqing Guo et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

ViXNet: Vision Transformer with Xception Network for deepfakes based video and image forgery detection

(2022) Shreyan Ganguly et al.   EXPERT SYSTEMS WITH APPLICATIONS

DeepFake detection with multi-scale convolution and vision transformer

(2022) Hao Lin et al.   DIGITAL SIGNAL PROCESSING

Rethinking gradient operator for exposing AI-enabled face forgeries

(2022) Zhiqing Guo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fake face detection via adaptive manipulation traces extraction network

(2021) Zhiqing Guo et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Detecting DeepFake, FaceSwap and Face2Face facial forgeries using frequency CNN

(2021) Aditi Kohli et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Detecting facial manipulated videos based on set convolutional neural networks

(2021) Zhaopeng Xu et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Dynamic texture analysis for detecting fake faces in video sequences

(2021) Mattia Bonomi et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

PRRNet: Pixel-Region relation network for face forgery detection

(2021) Zhihua Shang et al.   PATTERN RECOGNITION

Optical Flow based CNN for detection of unlearnt deepfake manipulations

(2021) Roberto Caldelli et al.   PATTERN RECOGNITION LETTERS

Detecting fake images by identifying potential texture difference

(2021) Jiachen Yang et al.   Future Generation Computer Systems-The International Journal of eScience

Detecting Compressed Deepfake Videos in Social Networks Using Frame-Temporality Two-Stream Convolutional Network

(2021) Juan Hu et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Face2Face

(2018) Justus Thies et al.   COMMUNICATIONS OF THE ACM