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Medical AI and radiologist experts may be vulnerable to adversarial attacks

Artificial intelligence (AI) models that evaluate medical images have potential to speed up and improve accuracy of cancer diagnoses, but they may also be vulnerable to cyberattacks. ....

Shandong Wu , Emily Henderson , Nature Communications , Pittsburgh Center , University Of Pittsburgh , Intelligent Computing For Clinical Imaging Lab , Drug Administration , Intelligent Computing , Clinical Imaging Lab , Artificial Intelligence , Breast Cancer , Cancer Diagnosis ,

Image-Tampering can Deceive AI-Cancer-Spotting Models

Artificial intelligence (AI) models capable of assessing medical images have the potential to accelerate and enhance the accuracy of cancer diagnoses, but they also could be susceptible to cyberattacks. ....

Lu Yang , Suzanne Ghannam , Dooman Arefan , Qianwei Zhou , Shandong Wu , Bronwyn Nair , Margarita Zuley , Adrienne Vargo , Nature Communications , Zhejiang University Of Technology , National Natural Science Foundation Of China , Pittsburgh Center , National Cancer Institute , University Cancer Hospital , National Institutes Of Health , Drug Administration , National Science Foundation , University Of Pittsburgh , Intelligent Computing For Clinical Imaging Lab , Tampering Attacks , Cancer Spotting Models , Image Credit , Senior Study Author , Associate Professor , Biomedical Informatics , Intelligent Computing ,

Cancer-Spotting AI Is Vulnerable To Cyberattacks

AI models that evaluate medical images could speed up and improve the accuracy of cancer diagnoses, but they may be vulnerable to cyberattacks. In a study, researchers simulated an attack that falsified mammogram images, fooling both an AI breast cancer diagnosis model and human breast imaging experts. ....

Shandong Wu , Nature Communications , Pittsburgh Center , University Of Pittsburgh , Intelligent Computing For Clinical Imaging Lab , Drug Administration , Intelligent Computing , Clinical Imaging Lab ,

Study: Attacks Can Manipulate Medical Imaging AI Outcomes

AI-based image recognition technology used by radiologists to help improve the speed and accuracy of medical diagnoses - such as detecting breast cancer in ....

Diagnosesmarianne Kolbasuk Mcgee Healthinfosec , Ido Hoyda , Michael Holt , Shandong Wu , Nature Communications , Pittsburgh Center , University Of Pittsburgh Medical Center , Information Security Media Group , Drug Administration , University Of Pittsburgh , Intelligent Computing For Clinical Imaging Lab , Ben Gurion University , Artificial Intelligence , Machine Learning , Endpoint Security , Attacks Can Manipulate Medical Imaging , Researchers Say , Adversarial Attacks Can Trick , Live Webinar , Cyber Insurance , Pittsburgh Medical Center , Intelligent Computing , Clinical Imaging Lab , Even Scarier , Virta Labs , Information Security Media ,

Cancer-spotting AI and human experts can be fooled by image-tampering attacks

PITTSBURGH, Dec. 14, 2021 – Artificial intelligence (AI) models that evaluate medical images have potential to speed up and improve accuracy of cancer ....

Lu Yang , Suzanne Ghannam , Dooman Arefan , Qianwei Zhou , Shandong Wu , Bronwyn Nair , Margarita Zuley , Adrienne Vargo , Nature Communications , Zhejiang University Of Technology , National Natural Science Foundation Of China , Pittsburgh Center , National Cancer Institute , National Institutes Of Health , University Cancer Hospital , Drug Administration , National Science Foundation , University Of Pittsburgh , Intelligent Computing For Clinical Imaging Lab , Intelligent Computing , Clinical Imaging Lab , Zhejiang University , Yuan Guo , Guangzhou First People , Chongqing University Cancer Hospital , National Institutes ,