On the Limitation of MagNet Defense Against L1-Based Adversarial ExamplesPei Hsuan LuPin-Yu Chenet al.2018DSN-W 2018
Attacking visual language grounding with adversarial examples: A case study on neural image captioningHongge ChenHuan Zhanget al.2018ACL 2018
Phase Transitions and a Model Order Selection Criterion for Spectral Graph ClusteringPin-Yu ChenAlfred O. Hero2018IEEE TSP
On the limitation of local intrinsic dimensionality for characterizing the subspaces of adversarial examplesPei Hsuan LuPin-Yu Chenet al.2018ICLR 2018
Evaluating the robustness of neural networks: An extreme value theory approachTsui Wei WengHuan Zhanget al.2018ICLR 2018
Attacking the Madry defense model with L1-based adversarial examplesYash SharmaPin-Yu Chen2018ICLR 2018
Zeroth-order online alternating direction method of multipliers: Convergence analysis and applicationsSijia LiuJie Chenet al.2018AISTATS 2018
Accelerated Distributed Dual Averaging over Evolving Networks of Growing ConnectivitySijia LiuPin-Yu Chenet al.2018IEEE TSP
EAD: Elastic-net attacks to deep neural networks via adversarial examplesPin-Yu ChenYash Sharmaet al.2018AAAI 2018