no code implementations • 24 Apr 2024 • Danial Samadi Vahdati, Tai D. Nguyen, Aref Azizpour, Matthew C. Stamm
Recent advances in generative AI have led to the development of techniques to generate visually realistic synthetic video.
1 code implementation • 12 Apr 2024 • Aref Azizpour, Tai D. Nguyen, Manil Shrestha, Kaidi Xu, Edward Kim, Matthew C. Stamm
To address these issues, we introduce the Ensemble of Expert Embedders (E3), a novel continual learning framework for updating synthetic image detectors.
no code implementations • 22 Aug 2023 • Shengbang Fang, Tai D. Nguyen, Matthew C. Stamm
To address this new threat, researchers have developed multiple algorithms to detect synthetic images and identify their source generators.
no code implementations • 28 Nov 2022 • Tai D. Nguyen, Shengbang Fang, Matthew C. Stamm
While existing forensic networks have demonstrated strong performance on image forgeries, recent results reported on the Adobe VideoSham dataset show that these networks fail to identify fake content in videos.
no code implementations • 18 Apr 2020 • Tai D. Nguyen, Long H. Pham, Jun Sun, Yun Lin, Quang Tran Minh
In this work, we present an adaptive fuzzer for smart contracts on the Ethereum platform called sFuzz.
Software Engineering