Location: WebEx Meeting link: https://uconn-cmr.webex.com/uconn-cmr/j.php?MTID=mee0bcf4f1da87ea72ff06487169d8ce9 Meeting number: 2864 425 7341 Password: ahTxJbmx674Abstract: Generalizable Neural Radiance Fields (GNeRF) are recognized as one of the most promising techniques for novel view synthesis and 3D model generation in real-world applications. However, like other generative models in computer vision, ensuring their adversarial robustness against various threat models is essential for practical use. The pioneering work in this area, NeRFool introduced a state-of-the-art attack that targets GNeRFs by manipulating source views before feature extraction to disrupt the color and density results. NeRFool effectively leveraged the unique 3D aspects of GNeRFs, achieving significant results. Building on this foundation, we propose IL2-NeRF(Iterative l2 NeRF Attack), a novel adversarial attack method that explores a new threat model(in the l2 domain) for attacking GNeRFs. We evaluated IL2-NeRF on three standard GNeRF models across three datasets, demonstrating superior performance over NeRFool, establishing IL2-NeRF as the new state-of-the-art adversarial method for GNeRFs.

Students who may benefit from attending a Let's Talk: Mental Health Office Hours session include:Students who want help connecting to resources but are unsure where to begin Students who are looking for advice on a non-clinical issue Students who are unsure about therapy and are curious about what it is like to talk to a therapist Students who may have concerns about the mental health of a friend and seek advice on how to support their friend If a student is not an imminent risk, and is refusing your support in contacting our office, you may also consider contacting the UConn Student CARE Team (https://studentcareteam.uconn.edu/). This session is held by Fumi Sowah, LCSW (https://studenthealth.uconn.edu/person/olufumilayo-sowah/)

For the full class schedule, descriptions, and to register, please visit the UConn Recreation website (https://recreation.uconn.edu/group-fitness-schedule/).

For the full class schedule, descriptions, and to register, please visit the UConn Recreation website (https://recreation.uconn.edu/group-fitness-schedule/).

For the full class schedule, descriptions, and to register, please visit the UConn Recreation website (https://recreation.uconn.edu/group-fitness-schedule/).