CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning

11 January 2019

Papers citing "CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning"

40 / 40 papers shown

Title
Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image Synthesis Chanyoung Kim Dayun Ju Jinyeong Kim Woojung Han Roberto Alcover-Couso Seong Jae Hwang MedIm 58 0 0 11 Mar 2025
Longitudinal Mammogram Exam-based Breast Cancer Diagnosis Models: Vulnerability to Adversarial Attacks Zhengbo Zhou Degan Hao Dooman Arefan M. Zuley J. Sumkin Shandong Wu AAML 28 0 0 29 Oct 2024
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Y. Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 51 5 0 28 Oct 2024
Localization of Synthetic Manipulations in Western Blot Images Anmol Manjunath Viola Negroni S. Mandelli Daniel Moreira Paolo Bestagini 22 0 0 25 Aug 2024
Back-in-Time Diffusion: Unsupervised Detection of Medical Deepfakes Fred M. Grabovski Lior Yasur Guy Amit Yuval Elovici Yisroel Mirsky DiffM MedIm 21 1 0 21 Jul 2024
SecGenAI: Enhancing Security of Cloud-based Generative AI Applications within Australian Critical Technologies of National Interest Christoforus Yoga Haryanto Minh Hieu Vu Trung Duc Nguyen Emily Lomempow Yulia Nurliana Sona Taheri 24 2 0 01 Jul 2024
Synthetic Medical Imaging Generation with Generative Adversarial Networks For Plain Radiographs John R. McNulty Lee Kho Alexandria L. Case Charlie Fornaca Drew Johnston David Slater J. Abzug Sybil A. Russell MedIm 33 5 0 28 Mar 2024
Adversarially Robust Feature Learning for Breast Cancer Diagnosis Degan Hao Dooman Arefan M. Zuley Wendie Berg Shandong Wu OOD MedIm 24 1 0 13 Feb 2024
Comparative Analysis of Deep Convolutional Neural Networks for Detecting Medical Image Deepfakes Abdel Rahman Alsabbagh Omar Al-Kadi AAML MedIm 27 1 0 08 Jan 2024
MalDicom: A Memory Forensic Framework for Detecting Malicious Payload in DICOM Files Ayushi Mishra P. Bagade MedIm 11 1 0 01 Dec 2023
A Survey on Privacy of Health Data Lifecycle: A Taxonomy, Review, and Future Directions Sunanda Bose D. Marijan 11 3 0 09 Nov 2023
M3Dsynth: A dataset of medical 3D images with AI-generated local manipulations Giada Zingarini D. Cozzolino Riccardo Corvi Giovanni Poggi L. Verdoliva DiffM MedIm 11 7 0 14 Sep 2023
The Age of Synthetic Realities: Challenges and Opportunities J. P. Cardenuto Jing Yang Rafael Padilha Renjie Wan Daniel Moreira Haoliang Li Shiqi Wang Fernanda A. Andaló Sébastien Marcel Anderson de Rezende Rocha DeLMO 42 29 0 09 Jun 2023
Can We Revitalize Interventional Healthcare with AI-XR Surgical Metaverses? Adnan Qayyum Muhammad Bilal Muhammad Hadi Paweł Capik Massimo Caputo H. Vohra Ala I. Al-Fuqaha Junaid Qadir 27 6 0 25 Mar 2023
"Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice Giovanni Apruzzese Hyrum S. Anderson Savino Dambra D. Freeman Fabio Pierazzi Kevin A. Roundy AAML 27 75 0 29 Dec 2022
GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework Jianyi Zhang Xuanxi Huang Yaqi Liu Yuyang Han Zixiao Xiang GAN MedIm 17 8 0 30 May 2022
The Security of Deep Learning Defences for Medical Imaging Mosh Levy Guy Amit Yuval Elovici Yisroel Mirsky AAML MedIm 33 9 0 21 Jan 2022
CT-SGAN: Computed Tomography Synthesis GAN Ahmad Pesaranghader Yiping Wang Mohammad Havaei GAN MedIm 19 11 0 14 Oct 2021
Machine Learning based Medical Image Deepfake Detection: A Comparative Study Siddharth Solaiyappan Yuxin Wen AAML MedIm 25 41 0 27 Sep 2021
Redatuming physical systems using symmetric autoencoders P. Bharadwaj Matthew T.C. Li L. Demanet 12 4 0 05 Aug 2021
Lung Cancer Risk Estimation with Incomplete Data: A Joint Missing Imputation Perspective Riqiang Gao Yucheng Tang Kaiwen Xu Ho Hin Lee S. Deppen K. Sandler P. Massion Thomas A. Lasko Yuankai Huo Bennett A. Landman 12 10 0 25 Jul 2021
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging Richard Osuala Kaisar Kushibar Lidia Garrucho Akis Linardos Zuzanna Szafranowska Stefan Klein Ben Glocker Oliver Díaz Karim Lekadir MedIm 26 42 0 20 Jul 2021
Universal 3-Dimensional Perturbations for Black-Box Attacks on Video Recognition Systems Shangyu Xie Han Wang Yu Kong Yuan Hong AAML 11 25 0 09 Jul 2021
The Threat of Offensive AI to Organizations Yisroel Mirsky Ambra Demontis J. Kotak Ram Shankar Deng Gelei Liu Yang X. Zhang Wenke Lee Yuval Elovici Battista Biggio 25 81 0 30 Jun 2021
IPatch: A Remote Adversarial Patch Yisroel Mirsky AAML 6 12 0 30 Apr 2021
Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models Neal Mangaokar Jiameng Pu P. Bhattacharya Chandan K. Reddy Bimal Viswanath AAML MedIm 14 26 0 05 Apr 2021
Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network Jayalakshmi Mangalagiri David Chapman A. Gangopadhyay Y. Yesha Joshua Galita Sumeet Menon Yelena Yesha Babak Saboury Michael Morris Phuong Nguyen 3DPC MedIm 13 6 0 02 Apr 2021
Thinking Out of the Blocks: Holochain for Distributed Security in IoT Healthcare S. Zaman Muhammad R. A. Khandaker R. T. Khan Faisal Tariq Kai‐Kit Wong 12 39 0 01 Mar 2021
Epidemic? The Attack Surface of German Hospitals during the COVID-19 Pandemic Johannes Klick R. Koch Thomas Brandstetter 6 7 0 20 Jan 2021
Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge A. Qayyum Kashif Ahmad Muhammad Ahtazaz Ahsan Ala I. Al-Fuqaha Junaid Qadir FedML 12 187 0 19 Jan 2021
Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information Qi Chang Zhennan Yan L. Baskaran Hui Qu Yikai Zhang Tong Zhang Shaoting Zhang Dimitris N. Metaxas MedIm 13 12 0 15 Dec 2020
Adversarial Attacks to Machine Learning-Based Smart Healthcare Systems Akm Iqtidar Newaz Nur Imtiazul Haque A. Sikder M. Rahman A. S. Uluagac AAML 33 72 0 07 Oct 2020
Biocybersecurity -- A Converging Threat as an Auxiliary to War Lucas Potter Orlando Ayala X. Palmer 6 7 0 01 Oct 2020
COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning Parnian Afshar Shahin Heidarian Nastaran Enshaei F. Naderkhani M. Rafiee A. Oikonomou Faranak Babaki Fard K. Samimi Konstantinos N. Plataniotis Arash Mohammadi OOD 9 4 0 28 Sep 2020
Artificial Intelligence in Surgery: Neural Networks and Deep Learning Deepak Alapatt Pietro Mascagni V. Srivastav N. Padoy AI4CE 30 2 0 28 Sep 2020
MeDaS: An open-source platform as service to help break the walls between medicine and informatics Liang Zhang Johann Li Ping Li Xiaoyuan Lu Peiyi Shen Guangming Zhu Syed Afaq Ali Shah Bennamoun Kun Qian Björn W. Schuller MedIm 10 6 0 12 Jul 2020
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data Qi Chang Hui Qu Yikai Zhang M. Sabuncu Chao Chen Tong Zhang Dimitris N. Metaxas MedIm 15 78 0 29 May 2020
Medical Image Generation using Generative Adversarial Networks N. Singh Khalid Raza GAN MedIm 6 20 0 19 May 2020
A New Methodology for Information Security Risk Assessment for Medical Devices and Its Evaluation Tom Mahler Yuval Elovici Yuval Shahar 8 11 0 17 Feb 2020
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 20 1,368 0 19 Sep 2018