Sign-OPT: A Query-Efficient Hard-label Adversarial Attack Sep 24, 2019 Adversarial Attack Adversarial Robustness
Code Code Available COPYCAT: Practical Adversarial Attacks on Visualization-Based Malware Detection Sep 20, 2019 Adversarial Attack Malware Detection
— Unverified Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation Sep 19, 2019 Adversarial Attack Explainable Artificial Intelligence (XAI)
— Unverified Absum: Simple Regularization Method for Reducing Structural Sensitivity of Convolutional Neural Networks Sep 19, 2019 Adversarial Attack Adversarial Robustness
— Unverified An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms Sep 15, 2019 Adversarial Attack Adversarial Robustness
— Unverified Natural Language Adversarial Defense through Synonym Encoding Sep 15, 2019 Adversarial Attack Adversarial Defense
Code Code Available Adversarial Attack on Skeleton-based Human Action Recognition Sep 14, 2019 Action Recognition Adversarial Attack
— Unverified An Empirical Investigation of Randomized Defenses against Adversarial Attacks Sep 12, 2019 Adversarial Attack General Classification
Code Code Available Localized Adversarial Training for Increased Accuracy and Robustness in Image Classification Sep 10, 2019 Adversarial Attack General Classification
— Unverified FDA: Feature Disruptive Attack Sep 10, 2019 Adversarial Attack image-classification
Code Code Available BOSH: An Efficient Meta Algorithm for Decision-based Attacks Sep 10, 2019 Adversarial Attack Bayesian Optimization
— Unverified STA: Adversarial Attacks on Siamese Trackers Sep 8, 2019 Adversarial Attack
— Unverified Targeted Mismatch Adversarial Attack: Query with a Flower to Retrieve the Tower Aug 24, 2019 Adversarial Attack Retrieval
Code Code Available AdvHat: Real-world adversarial attack on ArcFace Face ID system Aug 23, 2019 Adversarial Attack Real-World Adversarial Attack
Code Code Available DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation Aug 14, 2019 Adversarial Attack Denoising
— Unverified Investigating Decision Boundaries of Trained Neural Networks Aug 7, 2019 Adversarial Attack
— Unverified MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks Aug 6, 2019 Adversarial Attack Adversarial Attack Detection
Code Code Available A principled approach for generating adversarial images under non-smooth dissimilarity metrics Aug 5, 2019 Adversarial Attack
Code Code Available Adversarial Self-Defense for Cycle-Consistent GANs Aug 5, 2019 Adversarial Attack Image-to-Image Translation
Code Code Available A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Models Aug 4, 2019 Adversarial Attack Graph Embedding
Code Code Available Exploring the Robustness of NMT Systems to Nonsensical Inputs Aug 3, 2019 Adversarial Attack Decoder
— Unverified Adversarial Attack on Sentiment Classification Aug 1, 2019 Adversarial Attack Classification
— Unverified Black-box Adversarial ML Attack on Modulation Classification Aug 1, 2019 Adversarial Attack BIG-bench Machine Learning
— Unverified Nonconvex Zeroth-Order Stochastic ADMM Methods with Lower Function Query Complexity Jul 30, 2019 Adversarial Attack
— Unverified On the Design of Black-box Adversarial Examples by Leveraging Gradient-free Optimization and Operator Splitting Method Jul 26, 2019 Adversarial Attack Bayesian Optimization
Code Code Available 