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PODCAST DETAILS:
✅ Spotify: https://open.spotify.com/show/53meKeZGCMQdVKUoWfnu5x?si=pRxpMGYpSUKaqjAhauTP8w
Apple Podcast: https://podcasts.apple.com/ca/podcast/ai-podcast/id1689350103
🆘 Please check out the other videos on the Podcast series:
https://youtube.com/playlist?list=PLV9VnT1svgQTRrlf_GopP0JiSUIpzOtjr
Efficiency-based Adversarial Attacks are a new area of research that looks into increasing the processing time of an AI system by multiple folds using adversarial attacks. This area of research is particularly important for safety-critical systems with real-time output.
Welcome to my latest podcast with Mirazul Haque, a Ph.D. candidate at The University of Texas at Dallas. His lab specializes in the efficiency attack on AI systems.
✅ Mirazul's LinkedIn: https://www.linkedin.com/in/mirazul-haque-b4b331a6/
✅ Here are some of the research papers from the lab:
https://dl.acm.org/doi/pdf/10.1145/3510003.3510088
https://openaccess.thecvf.com/content_CVPR_2020/papers/Haque_ILFO_Adversarial_Attack_on_Adaptive_Neural_Networks_CVPR_2020_paper.pdf
https://openaccess.thecvf.com/content/CVPR2022/papers/Chen_NICGSlowDown_Evaluating_the_Efficiency_Robustness_of_Neural_Image_Caption_Generation_CVPR_2022_paper.pdf
https://openreview.net/pdf?id=r88Isj2alz✅ Spotify: https://open.spotify.com/show/53meKeZGCMQdVKUoWfnu5x?si=pRxpMGYpSUKaqjAhauTP8w
✅ Apple Podcast: https://podcasts.apple.com/ca/podcast/ai-podcast/id1689350103
✅ YouTube Podcast: https://youtube.com/playlist?list=PLV9VnT1svgQTRrlf_GopP0JiSUIpzOtjr
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