11 citations · 13 across the 3 of their papers we have counts for
4 papers
Complementary Supervised and Self-Supervised Representations for Out-of-Distribution Graph Learning
Qingying Hao, Zikang Chen, Chuxuan Hu +4
Out-of-distribution (OOD) generalization remains challenging for graph neural networks (GNNs), as graph distributions can vary substantially across time and domains. Supervised and…
Restoring Gaussian Blurred Face Images for Deanonymization Attacks
Haoyu Zhai, Shuo Wang, Pirouz Naghavi +2
Gaussian blur is widely used to blur human faces in sensitive photos before the photos are posted on the Internet. However, it is unclear to what extent the blurred faces can be re…
"Are Adversarial Phishing Webpages a Threat in Reality?" Understanding the Users' Perception of Adversarial Webpages
Ying Yuan, Qingying Hao, Giovanni Apruzzese +2
Machine learning based phishing website detectors (ML-PWD) are a critical part of today's anti-phishing solutions in operation. Unfortunately, ML-PWD are prone to adversarial evasi…
Neural Cryptanalysis: Metrics, Methodology, and Applications in CPS Ciphers
Ya Xiao, Qingying Hao, Danfeng +1
Many real-world cyber-physical systems (CPS) use proprietary cipher algorithms. In this work, we describe an easy-to-use black-box security evaluation approach to measure the stren…