Search Results for author: Dongyu Meng

Found 2 papers, 2 papers with code

Bullseye Polytope: A Scalable Clean-Label Poisoning Attack with Improved Transferability

1 code implementation1 May 2020 Hojjat Aghakhani, Dongyu Meng, Yu-Xiang Wang, Christopher Kruegel, Giovanni Vigna

Our attack, Bullseye Polytope, improves the attack success rate of the current state-of-the-art by 26. 75% in end-to-end transfer learning, while increasing attack speed by a factor of 12.

Transfer Learning

MagNet: a Two-Pronged Defense against Adversarial Examples

4 code implementations25 May 2017 Dongyu Meng, Hao Chen

Different from previous work, MagNet learns to differentiate between normal and adversarial examples by approximating the manifold of normal examples.

Vocal Bursts Valence Prediction

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