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Home | AdvM Workshop Home Dates Speakers Call for papers People Schedule 1st International Workshop on Adversarial Learning for Multimedia Workshop at ACM Multimedia 2021 Overview Deep learning has achieved significant success in multimedia fields involving computer vision, natural language processing, and acoustics. However research in adversarial learning also shows that they are highly vulnerable to adversarial examples. Extensive works have demonstrated that adversarial examples could easily fool deep neural networks to wrong predictions threatening practical deep learning applications in both digital and physical world. Though challenging, discovering and harnessing adversarial attacks is beneficial for diagnosing model blind-spots and further understanding as well as improving multimedia systems in practice. In this workshop, we aim to bring together researchers from the fields of adversarial machine learning, model robustness, and e...
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