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Clustering
Adversarial vs Non Adversarial
Kishor Datta Gupta
Data
Dataset MNIST
10000 Clean images from 10 class
10000 FGSM attack method from 10 class
Data extraction method: PCA
Clustering Method:
• K-Means
• LDA
• T-SNE
Clean
Adversarial
Clean
Adversarial
Clean
Adversarial
Clean
Adversarial

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Clustering report