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Ka-Ho Chow's Projects

cifar10_challenge icon cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

clever-robustness-score icon clever-robustness-score

Codes for reproducing the robustness evaluation scores in “Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach,” ICLR 2018 ​​​​​​​

dledge icon dledge

This project accelerates deep learning models on the edge with the support of running ensemble learning for performance improvement. The current version accelerates YOLO object detectors with Intel Neural Compute Stick 2 using parallel programming.

evademl-zoo icon evademl-zoo

Benchmarking and Visualization Tool for Adversarial Machine Learning

guided-denoise icon guided-denoise

The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL

label-inference-attacks icon label-inference-attacks

Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.

llm-attacks icon llm-attacks

Universal and Transferable Attacks on Aligned Language Models

magnet icon magnet

MagNet: a Two-Pronged Defense against Adversarial Examples

mnist_challenge icon mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

tog icon tog

Adversarial Objectness Gradient Attacks on Real-time Object Detection Systems

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