SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness Jul 25, 2022 Adversarial Attack Segmentation
Code Code Available Rethinking Textual Adversarial Defense for Pre-trained Language Models Jul 21, 2022 Adversarial Attack Adversarial Defense
— Unverified Illusory Attacks: Information-Theoretic Detectability Matters in Adversarial Attacks Jul 20, 2022 Adversarial Attack Adversarial Robustness
— Unverified Defending Substitution-Based Profile Pollution Attacks on Sequential Recommenders Jul 19, 2022 Adversarial Attack Adversarial Defense
Code Code Available Decorrelative Network Architecture for Robust Electrocardiogram Classification Jul 19, 2022 Adversarial Attack Adversarial Defense
Code Code Available Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms Jul 19, 2022 Adversarial Attack Multivariate Time Series Forecasting
Code Code Available Prior-Guided Adversarial Initialization for Fast Adversarial Training Jul 18, 2022 Adversarial Attack Adversarial Attack on Video Classification
Code Code Available Multi-step domain adaptation by adversarial attack to H ΔH-divergence Jul 18, 2022 Adversarial Attack Domain Adaptation
— Unverified DIMBA: Discretely Masked Black-Box Attack in Single Object Tracking Jul 17, 2022 Adversarial Attack Miscellaneous
— Unverified CARBEN: Composite Adversarial Robustness Benchmark Jul 16, 2022 Adversarial Attack Adversarial Robustness
Code Code Available Adversarial Examples for Model-Based Control: A Sensitivity Analysis Jul 14, 2022 Adversarial Attack Sensitivity
— Unverified Perturbation Inactivation Based Adversarial Defense for Face Recognition Jul 13, 2022 Adversarial Attack Adversarial Defense
Code Code Available Frequency Domain Model Augmentation for Adversarial Attack Jul 12, 2022 Adversarial Attack Diversity
Code Code Available How many perturbations break this model? Evaluating robustness beyond adversarial accuracy Jul 8, 2022 Adversarial Attack Adversarial Robustness
Code Code Available On the Relationship Between Adversarial Robustness and Decision Region in Deep Neural Network Jul 7, 2022 Adversarial Attack Adversarial Robustness
— Unverified Query-Efficient Adversarial Attack Based on Latin Hypercube Sampling Jul 5, 2022 Adversarial Attack
Code Code Available Learning to Accelerate Approximate Methods for Solving Integer Programming via Early Fixing Jul 5, 2022 Adversarial Attack Imitation Learning
Code Code Available RAF: Recursive Adversarial Attacks on Face Recognition Using Extremely Limited Queries Jul 4, 2022 Adversarial Attack Face Recognition
— Unverified Resilience of Named Entity Recognition Models under Adversarial Attack Jul 1, 2022 Adversarial Attack named-entity-recognition
Code Code Available SHARP: Search-Based Adversarial Attack for Structured Prediction Jul 1, 2022 Adversarial Attack Dependency Parsing
— Unverified ZhichunRoad at SemEval-2022 Task 2: Adversarial Training and Contrastive Learning for Multiword Representations Jul 1, 2022 Adversarial Attack Contrastive Learning
— Unverified BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label Jul 1, 2022 Adversarial Attack Backdoor Attack
Code Code Available Robustness of Explanation Methods for NLP Models Jun 24, 2022 Adversarial Attack Adversarial Robustness
— Unverified Adversarial Zoom Lens: A Novel Physical-World Attack to DNNs Jun 23, 2022 Adversarial Attack Autonomous Driving
— Unverified A Framework for Understanding Model Extraction Attack and Defense Jun 23, 2022 Adversarial Attack BIG-bench Machine Learning
— Unverified 