29 citations · 65 across the 14 of their papers we have counts for
14 papers
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…
Detecting Conspiracy Theory Against COVID-19 Vaccines
Md Hasibul Amin, Harika Madanu, Sahithi Lavu +3
Since the beginning of the vaccination trial, social media has been flooded with anti-vaccination comments and conspiracy beliefs. As the day passes, the number of COVID- 19 cases…
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…
Counter Hate Speech in Social Media: A Survey
Dana Alsagheer, Hadi Mansourifar, Weidong Shi
With the high prevalence of offensive language against minorities in social media, counter-hate speeches (CHS) generation is considered an automatic way of tackling this challenge.…
Hate Speech Detection in Clubhouse
Hadi Mansourifar, Dana Alsagheer, Reza Fathi +3
With the rise of voice chat rooms, a gigantic resource of data can be exposed to the research community for natural language processing tasks. Moderators in voice chat rooms active…
Statistical Analysis of Perspective Scores on Hate Speech Detection
Hadi Mansourifar, Dana Alsagheer, Weidong Shi +2
Hate speech detection has become a hot topic in recent years due to the exponential growth of offensive language in social media. It has proven that, state-of-the-art hate speech c…
Towards Stable Imbalanced Data Classification via Virtual Big Data Projection
Hadi Mansourifar, Weidong Shi
Virtual Big Data (VBD) proved to be effective to alleviate mode collapse and vanishing generator gradient as two major problems of Generative Adversarial Neural Networks (GANs) ver…
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…
Deep Synthetic Minority Over-Sampling Technique
Hadi Mansourifar, Weidong Shi
Synthetic Minority Over-sampling Technique (SMOTE) is the most popular over-sampling method. However, its random nature makes the synthesized data and even imbalanced classificatio…
Hybrid Cryptocurrency Pump and Dump Detection
Hadi Mansourifar, Lin Chen, Weidong Shi
Increasingly growing Cryptocurrency markets have become a hive for scammers to run pump and dump schemes which is considered as an anomalous activity in exchange markets. Anomaly d…
Toward Efficient Breast Cancer Diagnosis and Survival Prediction Using L-Perceptron
Hadi Mansourifar, Weidong Shi
Breast cancer is the most frequently reported cancer type among the women around the globe and beyond that it has the second highest female fatality rate among all cancer types. De…
Next Generation of Star Patterns
Hadi Mansourifar, Weidong Shi
In this paper we present two new ideas for generating star patterns and filling the gaps during the tile operation. Firstly, we introduce a novel parametric method based on concent…