Search Results for author: Simon Woo

Found 6 papers, 1 papers with code

Why Do Facial Deepfake Detectors Fail?

no code implementations25 Feb 2023 Binh Le, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore, Simon Woo

Recent rapid advancements in deepfake technology have allowed the creation of highly realistic fake media, such as video, image, and audio.

DeepFake Detection Face Swapping +1

STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction

1 code implementation8 Dec 2022 Kishor Kumar Bhaumik, Fahim Faisal Niloy, Saif Mahmud, Simon Woo

Specifically, our proposed STLGRU can effectively capture dynamic local and global spatial-temporal relations of traffic networks using memory-augmented attention and gating mechanisms in a continuously synchronized manner.

Computational Efficiency Traffic Prediction

Neural Network Laundering: Removing Black-Box Backdoor Watermarks from Deep Neural Networks

no code implementations22 Apr 2020 William Aiken, Hyoungshick Kim, Simon Woo

Creating a state-of-the-art deep-learning system requires vast amounts of data, expertise, and hardware, yet research into embedding copyright protection for neural networks has been limited.

Integrative Tensor-based Anomaly Detection System For Satellites

no code implementations ICLR 2020 Youjin Shin, Sangyup Lee, Shahroz Tariq, Myeong Shin Lee, OkchulJung, Daewon Chung, Simon Woo

Detecting anomalies is of growing importance for various industrial applications and mission-critical infrastructures, including satellite systems.

Anomaly Detection

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