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Recently, significant advancements have been made in face recognition technologies using Deep Neural Networks.
Explaining and harnessing adversarial examples
Ian J Goodfellow, Jonathon Shlens, and Christian Szegedy. 2014 · 2014
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Joint face detection and alignment using multitask cascaded convolutional networks
Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, and Yu Qiao. 2016 · 2016
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Xception: Deep learning with depthwise separable convolutions. In Proceedings of the IEEE conference on computer vision and pattern recognition . 1251–1258
François Chollet. 2017 · 2017
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VoxCeleb: a large-scale speaker identification dataset. In INTERSPEECH
A. Nagrani, J. S. Chung, and A. Zisserman. 2017 · 2017
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Mesonet: a compact facial video forgery detection network. In 2018 IEEE International Workshop on Information Forensics and Security (WIFS) . IEEE, 1–7
Darius Afchar, Vincent Nozick, Junichi Yamagishi, and Isao Echizen. 2018 · 2018
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VoxCeleb2: Deep Speaker Recognition. In INTERSPEECH
J. S. Chung, A. Nagrani, and A. Zisserman. 2018 · 2018
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FaceApp - Free Neural Face Transformation Filters
FaceApp. 2018 · 2018
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Scarlett Johansson Ruminates on All the Deepfake Porn You Perverts Have Created From Her Image
Halle Kiefer. 2018 · 2018
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When George Clooney Is Not George Clooney: Using GenAttack to Deceive Amazon’s and Naver’s Celebrity Recognition APIs. In IFIP International Conference on ICT Systems Security and Privacy Protection . Springer, 355–369
Keeyoung Kim and Simon S Woo. 2018 · 2018
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You thought fake news was bad? Deep fakes are where truth goes to die
Oscar Schwartz. 2018 · 2018
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Detecting both machine and human created fake face images in the wild. In Proceedings of the 2nd international workshop on multimedia privacy and security . 81–87
Shahroz Tariq, Sangyup Lee, Hoyoung Kim, Youjin Shin, and Simon S Woo. 2018 · 2018
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Face2Face: Real-time Face Capture and Reenactment of RGB Videos
Justus Thies, Michael Zollhöfer, Marc Stamminger, Christian Theobalt, and Matthias Nießner. 2018 · 2018
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Watch Jordan Peele use AI to make Barack Obama deliver a PSA about fake news
James Vincent. 2018 · 2018
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Efficient decision-based black-box adversarial attacks on face recognition. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition . 7714–7722
Yinpeng Dong, Hang Su, Baoyuan Wu, Zhifeng Li, Wei Liu, Tong Zhang, and Jun Zhu. 2019 · 2019
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Deepfakes_faceswap - GitHub Repository
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Nickel to Lego: Using Foolgle to Create Adversarial Examples to Fool Google Cloud Speech-to-Text API. In Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security . 2593–2595
Joon Kuy Han, Hyoungshick Kim, and Simon S Woo. 2019 · 2019
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Deepfakes are coming for your LinkedIn feed
Tech HQ. 2019 · 2019
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Faketalkerdetect: Effective and practical realistic neural talking head detection with a highly unbalanced dataset. In Proceedings of the IEEE International Conference on Computer Vision Workshops . 0–0
Hyeonseong Jeon, Youngoh Bang, and Simon S Woo. 2019 · 2019
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Celeb-df: A new dataset for deepfake forensics
Yuezun Li, Xin Yang, Pu Sun, Honggang Qi, and Siwei Lyu. 2019 · 2019
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New deepfakes research finds they’re mainly used to degrade women
Aja Romano. 2019 · 2019
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First Order Motion Model for Image Animation
Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, and Nicu Sebe. 2019 · 2019
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Thieves are now using AI deepfakes to trick companies into sending them money
Nick Statt. 2019 · 2019
Cited alongside, same era.
Deferred neural rendering: Image synthesis using neural textures
Justus Thies, Michael Zollhöfer, and Matthias Nießner. 2019 · 2019
Cited alongside, same era.
A spy reportedly used an AI-generated profile picture to connect with sources on LinkedIn
The Verge. 2019 · 2019
Cited alongside, same era.
FakeSpotter: A Simple Baseline for Spotting AI-Synthesized Fake Faces
Run Wang, Lei Ma, Felix Juefei-Xu, Xiaofei Xie, Jian Wang, and Yang Liu. 2019 · 2019
Cited alongside, same era.
Seeing is Not Believing: Camouflage Attacks on Image Scaling Algorithms. In 28th USENIX Security Symposium (USENIX Security 19) . USENIX Association, Santa Clara, CA, 443–460
Qixue Xiao, Yufei Chen, Chao Shen, Yu Chen, and Kang Li. 2019 · 2019
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Deepfake videos could ’spark’ violent social unrest
BBC News. 2019 · 2020
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Mapping the Deepfake Landscape - Deeptrace
Giorgio Patrini. 2019 · 2020
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President’s words used to create "deepfakes" at Davos
Dan Patterson. 2020 · 2020
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Machine Learning Use Case: Facial Recognition Using Amazon Rekognition
Shyam Purkayastha. 2019 · 2020
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Comparing Faces in Images
Amazon Web Service Amazon Rekognition. 2020 · 2020
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TwinsOrNot
Microsoft Mobile Alliance Internet Service. 2015 · 2020
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Amazon Rekognition - Automate your image and video analysis with machine learning
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Neural network inversion in adversarial setting via background knowledge alignment. In Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security . 225–240
Ziqi Yang, Jiyi Zhang, Ee-Chien Chang, and Zhenkai Liang. 2019 · 2019
Cited alongside, same era.
Stealthy porn: Understanding real-world adversarial images for illicit online promotion. In 2019 IEEE Symposium on Security and Privacy (SP) . IEEE, 952–966
Kan Yuan, Di Tang, Xiaojing Liao, XiaoFeng Wang, Xuan Feng, Yi Chen, Menghan Sun, Haoran Lu, and Kehuan Zhang. 2019 · 2019
Cited alongside, same era.
Few-shot adversarial learning of realistic neural talking head models. In Proceedings of the IEEE International Conference on Computer Vision . 9459–9468
Egor Zakharov, Aliaksandra Shysheya, Egor Burkov, and Victor Lempitsky. 2019 · 2019
Cited alongside, same era.
Detecting Deep-Fake Videos from Appearance and Behavior
Shruti Agarwal, Tarek El-Gaaly, Hany Farid, and Ser-Nam Lim. 2020 · 2020
Cited alongside, same era.
Traffic Jam was used to identify an estimated 3,800 victims of sex trafficking
Marinus Analytics. 2019 · 2020
Cited alongside, same era.
celebrity recognition
Google Cloud Vision API. 2020 · 2020
Cited alongside, same era.
Cognitive Services - Computer Vision - An AI service that analyzes content in images and video
Microsoft Azure. 2020 · 2020
Cited alongside, same era.
Amazon Web Services. 2020a · 2020
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Amazon Rekognition Video for Media Analysis
Amazon Web Services. 2020b · 2020
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Use cases that involve public safety
Amazon Web Services. 2020c · 2020
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A Convolutional LSTM based Residual Network for Deepfake Video Detection
Shahroz Tariq, Sangyup Lee, and Simon S Woo. 2020b · 2020
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Zoombombing: When Video Conferences Go Wrong
NY Times. 2020 · 2020
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Disney’s deepfakes are getting closer to a big-screen debut - The Verge
James Vincent. 2020 · 2020
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Can We Believe Our Ears? Experts Say To Heed Caution As Audio Deep Fake Technology Advances
Robin Young. 2020 · 2020
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Cloudleak: Large-scale deep learning models stealing through adversarial examples. In Proceedings of Network and Distributed Systems Security Symposium (NDSS)
Honggang Yu, Kaichen Yang, Teng Zhang, Yun-Yun Tsai, Tsung-Yi Ho, and Yier Jin. 2020 · 2020
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Towards Transferable Adversarial Attack against Deep Face Recognition
Yaoyao Zhong and Weihong Deng. 2020 · 2020
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This Open-Source Program Deepfakes You During Zoom Meetings, in Real Time
Samantha Cole. 2020 · 2021
Closest in time.
What is the face recognition setting on Facebook and how does it work?
Facebook, Inc. 2021 · 2021
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Deepfake Video and Audio Recordings
Future Work Institute. 2018 · 2021
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XR Belgium posts deepfake of Belgian premier linking Covid-19 with climate crisis - The Brussels Times
Gabriela Galindo. 2020 · 2021
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Are voice biometrics the new passwords?
Ed Jefferson. 2020 · 2021
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One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework. In Proceedings of The Web Conference 2021
Shahroz Tariq, Sangyup Lee, and Simon S Woo. 2021 · 2021
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