Search Results for author: Bedeuro Kim

Found 2 papers, 1 papers with code

Decamouflage: A Framework to Detect Image-Scaling Attacks on Convolutional Neural Networks

no code implementations8 Oct 2020 Bedeuro Kim, Alsharif Abuadbba, Yansong Gao, Yifeng Zheng, Muhammad Ejaz Ahmed, Hyoungshick Kim, Surya Nepal

To corroborate the efficiency of Decamouflage, we have also measured its run-time overhead on a personal PC with an i5 CPU and found that Decamouflage can detect image-scaling attacks in milliseconds.

Steganalysis

DeepCapture: Image Spam Detection Using Deep Learning and Data Augmentation

1 code implementation16 Jun 2020 Bedeuro Kim, Sharif Abuadbba, Hyoungshick Kim

To show the feasibility of DeepCapture, we evaluate its performance with publicly available datasets consisting of 6, 000 spam and 2, 313 non-spam image samples.

Data Augmentation Spam detection

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