Pat Pataranutaporn, Chayapatr Archiwaranguprok, Samantha W. T. Chan, Elizabeth Loftus, Pattie Maes
{"title":"合成人类记忆:人工智能编辑的图像和视频可植入虚假记忆并扭曲回忆","authors":"Pat Pataranutaporn, Chayapatr Archiwaranguprok, Samantha W. T. Chan, Elizabeth Loftus, Pattie Maes","doi":"arxiv-2409.08895","DOIUrl":null,"url":null,"abstract":"AI is increasingly used to enhance images and videos, both intentionally and\nunintentionally. As AI editing tools become more integrated into smartphones,\nusers can modify or animate photos into realistic videos. This study examines\nthe impact of AI-altered visuals on false memories--recollections of events\nthat didn't occur or deviate from reality. In a pre-registered study, 200\nparticipants were divided into four conditions of 50 each. Participants viewed\noriginal images, completed a filler task, then saw stimuli corresponding to\ntheir assigned condition: unedited images, AI-edited images, AI-generated\nvideos, or AI-generated videos of AI-edited images. AI-edited visuals\nsignificantly increased false recollections, with AI-generated videos of\nAI-edited images having the strongest effect (2.05x compared to control).\nConfidence in false memories was also highest for this condition (1.19x\ncompared to control). We discuss potential applications in HCI, such as\ntherapeutic memory reframing, and challenges in ethical, legal, political, and\nsocietal domains.","PeriodicalId":501541,"journal":{"name":"arXiv - CS - Human-Computer Interaction","volume":"77 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Synthetic Human Memories: AI-Edited Images and Videos Can Implant False Memories and Distort Recollection\",\"authors\":\"Pat Pataranutaporn, Chayapatr Archiwaranguprok, Samantha W. T. Chan, Elizabeth Loftus, Pattie Maes\",\"doi\":\"arxiv-2409.08895\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"AI is increasingly used to enhance images and videos, both intentionally and\\nunintentionally. As AI editing tools become more integrated into smartphones,\\nusers can modify or animate photos into realistic videos. This study examines\\nthe impact of AI-altered visuals on false memories--recollections of events\\nthat didn't occur or deviate from reality. In a pre-registered study, 200\\nparticipants were divided into four conditions of 50 each. Participants viewed\\noriginal images, completed a filler task, then saw stimuli corresponding to\\ntheir assigned condition: unedited images, AI-edited images, AI-generated\\nvideos, or AI-generated videos of AI-edited images. AI-edited visuals\\nsignificantly increased false recollections, with AI-generated videos of\\nAI-edited images having the strongest effect (2.05x compared to control).\\nConfidence in false memories was also highest for this condition (1.19x\\ncompared to control). We discuss potential applications in HCI, such as\\ntherapeutic memory reframing, and challenges in ethical, legal, political, and\\nsocietal domains.\",\"PeriodicalId\":501541,\"journal\":{\"name\":\"arXiv - CS - Human-Computer Interaction\",\"volume\":\"77 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - Human-Computer Interaction\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.08895\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Human-Computer Interaction","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.08895","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Synthetic Human Memories: AI-Edited Images and Videos Can Implant False Memories and Distort Recollection
AI is increasingly used to enhance images and videos, both intentionally and
unintentionally. As AI editing tools become more integrated into smartphones,
users can modify or animate photos into realistic videos. This study examines
the impact of AI-altered visuals on false memories--recollections of events
that didn't occur or deviate from reality. In a pre-registered study, 200
participants were divided into four conditions of 50 each. Participants viewed
original images, completed a filler task, then saw stimuli corresponding to
their assigned condition: unedited images, AI-edited images, AI-generated
videos, or AI-generated videos of AI-edited images. AI-edited visuals
significantly increased false recollections, with AI-generated videos of
AI-edited images having the strongest effect (2.05x compared to control).
Confidence in false memories was also highest for this condition (1.19x
compared to control). We discuss potential applications in HCI, such as
therapeutic memory reframing, and challenges in ethical, legal, political, and
societal domains.