Shahroz Tariq

Detecting Both Machine and Human Created Fake Face Images In the Wild

Shahroz Tariq, Sang Yup Lee, Hoyoung Kim et al. · 2018 · 177 citations

Engineering, Machine Learning, Biometrics +17

FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning

Minha Kim, Shahroz Tariq, Simon S. Woo · 2021 · 112 citations

Data Augmentation, Convolutional Neural Network, Engineering +13

Detecting Anomalies in Space using Multivariate Convolutional LSTM with Mixtures of Probabilistic PCA

Shahroz Tariq, Sang Yup Lee, Youjin Shin et al. · 2019 · 104 citations

Multivariate Convolutional Lstm, Anomaly Detection, Machine Learning +18

CANTransfer

Shahroz Tariq, Sang Yup Lee, Simon S. Woo · 2020 · 96 citations

Hardware Security, Can Bus, Convolutional Neural Network +14

Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet

Sang Yup Lee, Shahroz Tariq, Youjin Shin et al. · Applied Soft Computing · 2021 · 87 citations

Image Analysis, Engineering, Generative Adversarial Network +8