29 citations · 65 across the 14 of their papers we have counts for
5 papers · 1 filter
Towards CGAN-based Satellite Image Synthesis with Partial Pixel-Wise Annotation
Hadi Mansourifar, Steven J. Simske
Conditional Generative Adversarial Nets (CGANs) need a significantly huge dataset with a detailed pixel-wise annotation to generate high-quality images. Unfortunately, any amount o…
GAN-Based Object Removal in High-Resolution Satellite Images
Hadi Mansourifar, Steven J. Simske
Satellite images often contain a significant level of sensitive data compared to ground-view images. That is why satellite images are more likely to be intentionally manipulated to…
RAF: Recursive Adversarial Attacks on Face Recognition Using Extremely Limited Queries
Keshav Kasichainula, Hadi Mansourifar, Weidong Shi
Recent successful adversarial attacks on face recognition show that, despite the remarkable progress of face recognition models, they are still far behind the human intelligence fo…
Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack
Hadi Mansourifar, Weidong Shi
Rounding confidence score is considered trivial but a simple and effective countermeasure to stop gradient descent based image reconstruction attacks. However, its capability in th…
One-Shot GAN Generated Fake Face Detection
Hadi Mansourifar, Weidong Shi
Fake face detection is a significant challenge for intelligent systems as generative models become more powerful every single day. As the quality of fake faces increases, the train…