Optimal Transport Classifier: Defending Against Adversarial Attacks by Regularized Deep Embedding Nov 19, 2018 Adversarial Attack General Classification
— Unverified CAAD 2018: Iterative Ensemble Adversarial Attack Nov 7, 2018 Adversarial Attack
— Unverified FAdeML: Understanding the Impact of Pre-Processing Noise Filtering on Adversarial Machine Learning Nov 4, 2018 Adversarial Attack BIG-bench Machine Learning
— Unverified Learning to Defend by Learning to Attack Nov 3, 2018 Adversarial Attack Adversarial Defense
— Unverified Unauthorized AI cannot Recognize Me: Reversible Adversarial Example Nov 1, 2018 Adversarial Attack BIG-bench Machine Learning
— Unverified Improved Network Robustness with Adversary Critic Oct 30, 2018 Adversarial Attack
Code Code Available Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness Oct 24, 2018 Adversarial Attack BIG-bench Machine Learning
— Unverified Transferable and Configurable Audio Adversarial Attack from Low-Level Features Oct 22, 2018 Adversarial Attack Automatic Speech Recognition
— Unverified The UCR Time Series Archive Oct 17, 2018 Adversarial Attack Time Series
Code Code Available Is PGD-Adversarial Training Necessary? Alternative Training via a Soft-Quantization Network with Noisy-Natural Samples Only Oct 10, 2018 Adversarial Attack Quantization
Code Code Available The Adversarial Attack and Detection under the Fisher Information Metric Oct 9, 2018 Adversarial Attack
Code Code Available Improving the Generalization of Adversarial Training with Domain Adaptation Oct 1, 2018 Adversarial Attack Domain Adaptation
Code Code Available CAAD 2018: Generating Transferable Adversarial Examples Sep 29, 2018 Adversarial Attack Adversarial Defense
Code Code Available Using Word Embeddings to Explore the Learned Representations of Convolutional Neural Networks Sep 27, 2018 Adversarial Attack image-classification
— Unverified Universal Attacks on Equivariant Networks Sep 27, 2018 Adversarial Attack Translation
— Unverified Adversarial Defense via Data Dependent Activation Function and Total Variation Minimization Sep 23, 2018 Adversarial Attack Adversarial Defense
Code Code Available Efficient Formal Safety Analysis of Neural Networks Sep 19, 2018 Adversarial Attack Adversarial Defense
Code Code Available Query-Efficient Black-Box Attack by Active Learning Sep 13, 2018 Active Learning Adversarial Attack
— Unverified Isolated and Ensemble Audio Preprocessing Methods for Detecting Adversarial Examples against Automatic Speech Recognition Sep 11, 2018 Adversarial Attack Automatic Speech Recognition
— Unverified Certified Adversarial Robustness with Additive Noise Sep 10, 2018 Adversarial Attack Adversarial Robustness
Code Code Available Query Attack via Opposite-Direction Feature:Towards Robust Image Retrieval Sep 7, 2018 Adversarial Attack General Classification
Code Code Available IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection Sep 6, 2018 Adversarial Attack Intrusion Detection
— Unverified Adversarial Attack Type I: Cheat Classifiers by Significant Changes Sep 3, 2018 Adversarial Attack Vocal Bursts Type Prediction
— Unverified Maximal Jacobian-based Saliency Map Attack Aug 23, 2018 Adversarial Attack Classification
— Unverified Stochastic Combinatorial Ensembles for Defending Against Adversarial Examples Aug 20, 2018 Adversarial Attack Metric Learning
— Unverified 