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 Universal Attacks on Equivariant Networks Sep 27, 2018 Adversarial Attack Translation
— Unverified Using Word Embeddings to Explore the Learned Representations of Convolutional Neural Networks Sep 27, 2018 Adversarial Attack image-classification
— 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 Distributionally Adversarial Attack Aug 16, 2018 Adversarial Attack
Code Code Available Structured Adversarial Attack: Towards General Implementation and Better Interpretability Aug 5, 2018 Adversarial Attack
Code Code Available Rob-GAN: Generator, Discriminator, and Adversarial Attacker Jul 27, 2018 Adversarial Attack Generative Adversarial Network
Code Code Available Evaluating and Understanding the Robustness of Adversarial Logit Pairing Jul 26, 2018 Adversarial Attack
Code Code Available Harmonic Adversarial Attack Method Jul 18, 2018 Adversarial Attack
— Unverified With Friends Like These, Who Needs Adversaries? Jul 11, 2018 Adversarial Attack Classification
Code Code Available A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees Jul 10, 2018 Adversarial Attack Adversarial Defense
Code Code Available 