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Found 5 papers, 2 papers with code
SoK: Analyzing Adversarial Examples: A Framework to Study Adversary Knowledge
We focus on the image classification domain and provide a theoretical framework to study adversary knowledge inspired by work in order theory.
Leveraging Optimization for Adaptive Attacks on Image Watermarks
A core security property of watermarking is robustness, which states that an attacker can only evade detection by substantially degrading image quality.
Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions
Motivated by the success of previous work co-designing machine learning and MPC, we develop an activation function co-design.
BumbleBee: A Transformer for Music
We will introduce BumbleBee, a transformer model that will generate MIDI music data .
A Novel Approach to Lifelong Learning: The Plastic Support Structure
We call this the Plastic Support Structure (PSS), it is a compact structure to learn new tasks that cannot be efficiently encoded in the existing structure of the network.
