Pinned Repositories
BEAGLE
[NDSS'23] BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense
DFST
[AAAI'21] Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification
Fork-AIGCDetectBenchmark
Fork-Arbitrary-Style-Transfer
Creating digital art using Neural Network based Style Transfer.
Fork-Backdoor-Removal-Baselines
Official Implementation of NIPS 2022 paper Pre-activation Distributions Expose Backdoor Neurons
Fork-DRCT
The official code of "DRCT: Diffusion Reconstruction Contrastive Training towards Universe Detection of Diffusion Generated Images"
Fork-Pytorch-CIFAR100-Networks
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
LOTUS
[CVPR'24] LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
ODSCAN
[IEEE S&P'24] ODSCAN: Backdoor Scanning for Object Detection Models
UNIT
Official implementation of ECCV'24 paper: UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening
Megum1's Repositories
Megum1/DFST
[AAAI'21] Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification
Megum1/BEAGLE
[NDSS'23] BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense
Megum1/ODSCAN
[IEEE S&P'24] ODSCAN: Backdoor Scanning for Object Detection Models
Megum1/LOTUS
[CVPR'24] LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
Megum1/UNIT
Official implementation of ECCV'24 paper: UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening
Megum1/Fork-Pytorch-CIFAR100-Networks
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
Megum1/Fork-AIGCDetectBenchmark
Megum1/Fork-Arbitrary-Style-Transfer
Creating digital art using Neural Network based Style Transfer.
Megum1/Fork-Backdoor-Removal-Baselines
Official Implementation of NIPS 2022 paper Pre-activation Distributions Expose Backdoor Neurons
Megum1/Fork-DRCT
The official code of "DRCT: Diffusion Reconstruction Contrastive Training towards Universe Detection of Diffusion Generated Images"
Megum1/Fork-img2dataset
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
Megum1/Fork-sam-better-optimization
Fork-SAM-Sharpness-AwareMinimization-PyTorch
Megum1/Fork-UniversalFakeDetect