Recent Advances in Reliable Deep Graph Learning: Inherent Noise, Distribution Shift, and Adversarial Attack Feb 15, 2022 Adversarial Attack Graph Learning
— Unverified Random Walks for Adversarial Meshes Feb 15, 2022 Adversarial Attack Classification
Code Code Available Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark Feb 14, 2022 Adversarial Attack Scene Classification
Code Code Available Adversarial Attack and Defense of YOLO Detectors in Autonomous Driving Scenarios Feb 10, 2022 Adversarial Attack Adversarial Defense
Code Code Available Adversarial Attack and Defense for Non-Parametric Two-Sample Tests Feb 7, 2022 Adversarial Attack Vocal Bursts Valence Prediction
Code Code Available Attacking c-MARL More Effectively: A Data Driven Approach Feb 7, 2022 Adversarial Attack Multi-agent Reinforcement Learning
— Unverified Layer-wise Regularized Adversarial Training using Layers Sustainability Analysis (LSA) framework Feb 5, 2022 Adversarial Attack Adversarial Defense
Code Code Available Rate Coding or Direct Coding: Which One is Better for Accurate, Robust, and Energy-efficient Spiking Neural Networks? Jan 31, 2022 Adversarial Attack Adversarial Robustness
Code Code Available Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons Jan 31, 2022 Adversarial Attack Adversarial Robustness
— Unverified Scale-Invariant Adversarial Attack for Evaluating and Enhancing Adversarial Defenses Jan 29, 2022 Adversarial Attack Adversarial Defense
— Unverified Feature Visualization within an Automated Design Assessment leveraging Explainable Artificial Intelligence Methods Jan 28, 2022 Adversarial Attack Explainable artificial intelligence
— Unverified Gradient-guided Unsupervised Text Style Transfer via Contrastive Learning Jan 23, 2022 Adversarial Attack Contrastive Learning
— Unverified Robust Unpaired Single Image Super-Resolution of Faces Jan 22, 2022 Adversarial Attack Image Super-Resolution
— Unverified Toward Enhanced Robustness in Unsupervised Graph Representation Learning: A Graph Information Bottleneck Perspective Jan 21, 2022 Adversarial Attack Graph Learning
— Unverified Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challenges Jan 20, 2022 Adversarial Attack Federated Learning
— Unverified Cheating Automatic Short Answer Grading: On the Adversarial Usage of Adjectives and Adverbs Jan 20, 2022 Adversarial Attack automatic short answer grading
Code Code Available Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation Jan 20, 2022 Adversarial Attack Contrastive Learning
Code Code Available TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack Jan 20, 2022 Adversarial Attack Hard-label Attack
Code Code Available Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework Jan 16, 2022 Adversarial Attack Language Modeling
— Unverified A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction Jan 16, 2022 Adversarial Attack Combinatorial Optimization
Code Code Available Phrase-level Textual Adversarial Attack with Label Preservation Jan 16, 2022 Adversarial Attack Sentence
— Unverified Residue-Based Natural Language Adversarial Attack Detection Jan 16, 2022 Adversarial Attack Adversarial Attack Detection
— Unverified SSCAE: A Novel Semantic, Syntactic, and Context-Aware Natural Language Adversarial Example Generator Jan 16, 2022 Adversarial Attack
— Unverified ALA: Naturalness-aware Adversarial Lightness Attack Jan 16, 2022 Adversarial Attack Denoising
— Unverified On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles Jan 13, 2022 Adversarial Attack Adversarial Robustness
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