Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art Dec 23, 2021 Adversarial Attack Malware Detection
Code Code Available Triangle Attack: A Query-efficient Decision-based Adversarial Attack Dec 13, 2021 Adversarial Attack Dimensionality Reduction
Code Code Available Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness Dec 5, 2021 Adversarial Attack Adversarial Defense
Code Code Available A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space Dec 2, 2021 Adversarial Attack Adversarial Robustness
Code Code Available Adversarial Mask: Real-World Universal Adversarial Attack on Face Recognition Model Nov 21, 2021 Adversarial Attack Face Recognition
Code Code Available Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability Nov 21, 2021 Adversarial Attack
Code Code Available A Review of Adversarial Attack and Defense for Classification Methods Nov 18, 2021 Adversarial Attack Classification
Code Code Available Tracklet-Switch Adversarial Attack against Pedestrian Multi-Object Tracking Trackers Nov 17, 2021 Adversarial Attack Multi-Object Tracking
Code Code Available Sparse Adversarial Video Attacks with Spatial Transformations Nov 10, 2021 Adversarial Attack Bayesian Optimisation
Code Code Available Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models Nov 4, 2021 Adversarial Attack Adversarial Robustness
Code Code Available Attacking Video Recognition Models with Bullet-Screen Comments Oct 29, 2021 Adversarial Attack Adversarial Attack on Video Classification
Code Code Available Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework Oct 28, 2021 Adversarial Attack Language Modelling
Code Code Available Boosting the Transferability of Video Adversarial Examples via Temporal Translation Oct 18, 2021 Adversarial Attack Translation
Code Code Available Unrestricted Adversarial Attacks on ImageNet Competition Oct 17, 2021 Adversarial Attack
Code Code Available Adversarial Attacks on ML Defense Models Competition Oct 15, 2021 Adversarial Attack Adversarial Robustness
Code Code Available Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer Oct 14, 2021 Adversarial Attack Backdoor Attack
Code Code Available Graph-Fraudster: Adversarial Attacks on Graph Neural Network Based Vertical Federated Learning Oct 13, 2021 Adversarial Attack Federated Learning
Code Code Available Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs Oct 6, 2021 Adversarial Attack Adversarial Robustness
Code Code Available Attack as the Best Defense: Nullifying Image-to-image Translation GANs via Limit-aware Adversarial Attack Oct 6, 2021 Adversarial Attack Face Swapping
Code Code Available FCA: Learning a 3D Full-coverage Vehicle Camouflage for Multi-view Physical Adversarial Attack Sep 15, 2021 Adversarial Attack object-detection
Code Code Available PETGEN: Personalized Text Generation Attack on Deep Sequence Embedding-based Classification Models Sep 14, 2021 Adversarial Attack Text Generation
Code Code Available Multi-granularity Textual Adversarial Attack with Behavior Cloning Sep 9, 2021 Adversarial Attack Sentence
Code Code Available DropAttack: A Masked Weight Adversarial Training Method to Improve Generalization of Neural Networks Aug 29, 2021 Adversarial Attack Adversarial Defense
Code Code Available AdvDrop: Adversarial Attack to DNNs by Dropping Information Aug 20, 2021 Adversarial Attack Adversarial Robustness
Code Code Available Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain Aug 19, 2021 Adversarial Attack Data Augmentation
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