Search Results - "Fenaux, Lucas"

SoK: Analyzing Adversarial Examples: A Framework to Study Adversary Knowledge by Fenaux, Lucas, Kerschbaum, Florian

“…Adversarial examples are malicious inputs to machine learning models that trigger a misclassification. This type of attack has been studied for close to a…”
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BumbleBee: A Transformer for Music by Fenaux, Lucas, Quintero, Maria Juliana

“…We will introduce BumbleBee, a transformer model that will generate MIDI music data . We will tackle the issue of transformers applied to long sequences by…”
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Leveraging Optimization for Adaptive Attacks on Image Watermarks by Lukas, Nils, Diaa, Abdulrahman, Fenaux, Lucas, Kerschbaum, Florian

“…Untrustworthy users can misuse image generators to synthesize high-quality deepfakes and engage in unethical activities. Watermarking deters misuse by marking…”
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A Novel Approach to Lifelong Learning: The Plastic Support Structure by Kanaan, Georges, Zheng, Kai Wen, Fenaux, Lucas

“…We propose a novel approach to lifelong learning, introducing a compact encapsulated support structure which endows a network with the capability to expand its…”
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Period Analysis of All-Sky Automated Survey for Supernovae (ASAS-SN) Data on Pulsating Red Giants by Percy, John R, Fenaux, Lucas

“…The All-Sky Automated Survey for Supernovae (ASAS-SN) has recently used over 2000 days of data to identify more than 50,000 variable stars, automatically…”
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Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions by Diaa, Abdulrahman, Fenaux, Lucas, Humphries, Thomas, Dietz, Marian, Ebrahimianghazani, Faezeh, Kacsmar, Bailey, Li, Xinda, Lukas, Nils, Mahdavi, Rasoul Akhavan, Oya, Simon, Amjadian, Ehsan, Kerschbaum, Florian

“…Machine Learning as a Service (MLaaS) is an increasingly popular design where a company with abundant computing resources trains a deep neural network and…”
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