Fighting Fake News: Image Splice Detection via Learned Self-Consistency

10 May 2018

Papers citing "Fighting Fake News: Image Splice Detection via Learned Self-Consistency"

50 / 163 papers shown

Title
EXIF as Language: Learning Cross-Modal Associations Between Images and Camera Metadata Chenhao Zheng Ayush Shrivastava Andrew Owens VLM 28 11 0 11 Jan 2023
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection Chao Feng Ziyang Chen Andrew Owens 31 71 0 04 Jan 2023
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization Fabrizio Guillaro D. Cozzolino Avneesh Sud Nick Dufour L. Verdoliva 24 98 0 21 Dec 2022
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 34 5 0 12 Dec 2022
VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces T. D. Nguyen Shengbang Fang Matthew C. Stamm 36 11 0 28 Nov 2022
Attacking Image Splicing Detection and Localization Algorithms Using Synthetic Traces Shengbang Fang Matthew C. Stamm AAML 16 6 0 22 Nov 2022
Auto-Focus Contrastive Learning for Image Manipulation Detection Wenyan Pan Zhili Zhou Guangcan Liu Teng Huang Hongyang Yan Q. M. Jonathan Wu 14 1 0 20 Nov 2022
GREENER: Graph Neural Networks for News Media Profiling P. Panayotov Utsav Shukla H. Sencar Mohamed Nabeel Preslav Nakov 13 17 0 10 Nov 2022
Towards Effective Image Manipulation Detection with Proposal Contrastive Learning Yuyuan Zeng Bowen Zhao Shanzhao Qiu Tao Dai Shutao Xia 29 25 0 16 Oct 2022
Comprint: Image Forgery Detection and Localization using Compression Fingerprints Hannes Mareen Dante Vanden Bussche Fabrizio Guillaro D. Cozzolino G. V. Wallendael Peter Lambert L. Verdoliva 9 16 0 05 Oct 2022
CFL-Net: Image Forgery Localization Using Contrastive Learning Fahim Faisal Niloy K. Bhaumik Simon S. Woo 23 31 0 04 Oct 2022
Inharmonious Region Localization by Magnifying Domain Discrepancy Jing Liang Li Niu Peng Wu Fengjun Guo Teng Long 36 5 0 30 Sep 2022
Totems: Physical Objects for Verifying Visual Integrity Jingwei Ma Lucy Chai Minyoung Huh Tongzhou Wang Ser-Nam Lim Phillip Isola Antonio Torralba 21 2 0 26 Sep 2022
Effective Image Tampering Localization with Multi-Scale ConvNeXt Feature Fusion Haochen Zhu Gang Cao Mo Zhao 22 22 0 29 Aug 2022
DepthFake: a depth-based strategy for detecting Deepfake videos Luca Maiano Lorenzo Papa Ketbjano Vocaj Irene Amerini 20 9 0 23 Aug 2022
Detecting Deepfake by Creating Spatio-Temporal Regularity Disruption Jiazhi Guan Hang Zhou Mingming Gong Errui Ding Jingdong Wang Youjian Zhao 24 10 0 21 Jul 2022
SImProv: Scalable Image Provenance Framework for Robust Content Attribution Alexander Black Tu Bui Simon Jenni Zhifei Zhang Viswanathan Swaminanthan John Collomosse 25 0 0 28 Jun 2022
Defending Multimodal Fusion Models against Single-Source Adversaries Karren D. Yang Wan-Yi Lin M. Barman Filipe Condessa Zico Kolter AAML 16 30 0 25 Jun 2022
Deep Metric Color Embeddings for Splicing Localization in Severely Degraded Images Benjamin Hadwiger Christian Riess 14 3 0 21 Jun 2022
Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-modal Fake News Detection Jinyin Chen Chengyu Jia Haibin Zheng Ruoxi Chen Chenbo Fu AAML 22 10 0 17 Jun 2022
ObjectFormer for Image Manipulation Detection and Localization Junke Wang Zuxuan Wu Jingjing Chen Xintong Han Abhinav Shrivastava Ser-Nam Lim Yu-Gang Jiang 26 108 0 28 Mar 2022
Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities S. Abdali Sina shaham Bhaskar Krishnamachari 13 18 0 25 Mar 2022
SISL:Self-Supervised Image Signature Learning for Splicing Detection and Localization Susmit Agrawal Prabhat Kumar Siddharth Seth T. Parag M. Singh R. Venkatesh Babu 16 10 0 15 Mar 2022
Dataset and Case Studies for Visual Near-Duplicates Detection in the Context of Social Media Hana Matatov Mor Naaman Ofra Amir 9 5 0 14 Mar 2022
Deepfake Network Architecture Attribution Tianyun Yang Ziyao Huang Juan Cao Lei Li Xirong Li 54 51 0 28 Feb 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection A. Haliassos Rodrigo Mira Stavros Petridis M. Pantic CVBM 27 125 0 18 Jan 2022
Learning Hierarchical Graph Representation for Image Manipulation Detection Wenyan Pan Zhili Zhou Miaogen Ling Xin Geng Q. M. Jonathan Wu 18 3 0 15 Jan 2022
MissMarple : A Novel Socio-inspired Feature-transfer Learning Deep Network for Image Splicing Detection Angelina L. Gokhale Dhanya Pramod Sudeep D. Thepade Ravi Kulkarni 13 1 0 15 Dec 2021
Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources Sahar Abdelnabi Rakibul Hasan Mario Fritz 26 74 0 30 Nov 2021
A Review of Web Infodemic Analysis and Detection Trends across Multi-modalities using Deep Neural Networks Chahat Raj P. Meel 11 0 0 23 Nov 2021
Self-supervised GAN Detector Yonghyun Jeong Doyeon Kim Pyounggeon Kim Youngmin Ro Jongwon Choi 28 3 0 12 Nov 2021
PROVES: Establishing Image Provenance using Semantic Signatures Mingyang Xie Manav Kulshrestha Shaojie Wang Jinghan Yang Ayan Chakrabarti Ning Zhang Yevgeniy Vorobeychik AAML 16 2 0 21 Oct 2021
Finding Facial Forgery Artifacts with Parts-Based Detectors S. Schwarcz Rama Chellappa CVBM 72 22 0 21 Sep 2021
Identification of Social-Media Platform of Videos through the Use of Shared Features Luca Maiano Irene Amerini L. R. Celsi Aris Anagnostopoulos 28 12 0 08 Sep 2021
Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization Myung-Joon Kwon Seung-Hun Nam In-Jae Yu Heung-Kyu Lee Changick Kim 15 107 0 30 Aug 2021
DeepFake Detection with Inconsistent Head Poses: Reproducibility and Analysis Kevin Lutz R. Bassett CVBM 14 9 0 28 Aug 2021
Detecting and Segmenting Adversarial Graphics Patterns from Images Xiangyu Qu Stanley H. Chan AAML 24 0 0 20 Aug 2021
BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection Yonghyun Jeong Doyeon Kim Seungjai Min Seongho Joe Youngjune Gwon Jongwon Choi AAML 19 46 0 16 Aug 2021
TBNet:Two-Stream Boundary-aware Network for Generic Image Manipulation Localization Zan Gao Chao Sun Zhiyong Cheng Weili Guan Anan Liu Meng Wang 22 23 0 10 Aug 2021
Self-Adversarial Training incorporating Forgery Attention for Image Forgery Localization Longhao Zhuo Shunquan Tan Bin Li Jiwu Huang AAML 6 71 0 06 Jul 2021
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation Minhan Kim Shahroz Tariq Simon S. Woo CLL 27 48 0 06 Jul 2021
Making Images Real Again: A Comprehensive Survey on Deep Image Composition Li Niu Wenyan Cong Liu Liu Yan Hong Bo Zhang Jing Liang Liqing Zhang VLM DiffM CoGe 22 76 0 28 Jun 2021
Noise Doesn't Lie: Towards Universal Detection of Deep Inpainting Ang Li Qiuhong Ke Xingjun Ma Haiqin Weng Zhiyuan Zong Feng Xue Rui Zhang 11 15 0 03 Jun 2021
Language-Driven Image Style Transfer Tsu-jui Fu X. Wang William Yang Wang CLIP VLM 21 46 0 01 Jun 2021
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning Minhan Kim Shahroz Tariq Simon S. Woo 21 86 0 28 May 2021
TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning Sangyup Lee Shahroz Tariq Junyaup Kim Simon S. Woo 24 36 0 13 May 2021
One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework Shahroz Tariq Sangyup Lee Simon S. Woo AAML 19 70 0 01 May 2021
[RE] CNN-generated images are surprisingly easy to spot...for now Joel Frank Thorsten Holz 13 2 0 07 Apr 2021
Face Forensics in the Wild Tianfei Zhou Wenguan Wang Zhiyuan Liang Jianbing Shen CVBM 34 117 0 30 Mar 2021
PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization Xiaohong Liu Yao-Kai Liu Jun Chen Xiaoming Liu 22 185 0 19 Mar 2021