lhfowl
I am a PhD candidate at the University of Maryland (Mathematics), jointly advised by Professor Tom Goldstein (CS) and Professor Wojtek Czaja (Math).
Pinned Repositories
adversarial_poisons
AdversarialQuerying
A PyTorch implementation of the method found in "Adversarially Robust Few-Shot Learning: A Meta-Learning Approach"
breaching
Breaching privacy in federated learning scenarios for vision and text
gan
cGANs with Multi-Hinge Loss: tensorflow TPU and GPU implementation
lhfowl.github.io
poisoning-benchmark
A unified benchmark problem for data poisoning attacks
poisoning-gradient-matching
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
pytorch-cifar
95.16% on CIFAR10 with PyTorch
pytorch_GAN_zoo
A mix of GAN implementations including progressive growing
robbing_the_fed
lhfowl's Repositories
lhfowl/adversarial_poisons
lhfowl/robbing_the_fed
lhfowl/AdversarialQuerying
A PyTorch implementation of the method found in "Adversarially Robust Few-Shot Learning: A Meta-Learning Approach"
lhfowl/breaching
Breaching privacy in federated learning scenarios for vision and text
lhfowl/gan
cGANs with Multi-Hinge Loss: tensorflow TPU and GPU implementation
lhfowl/lhfowl.github.io
lhfowl/poisoning-benchmark
A unified benchmark problem for data poisoning attacks
lhfowl/poisoning-gradient-matching
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
lhfowl/pytorch-cifar
95.16% on CIFAR10 with PyTorch
lhfowl/pytorch_GAN_zoo
A mix of GAN implementations including progressive growing