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Adversarial Learning

4,854 papers

Papers per year

Papers

EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (Student Abstract) AAAI 2021
Dethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract) AAAI 2021
Generating Adversarial yet Inconspicuous Patches with a Single Image (Student Abstract) AAAI 2021
A Context Aware Approach for Generating Natural Language Attacks AAAI 2021
Are Chess Discussions Racist? An Adversarial Hate Speech Data Set (Student Abstract) AAAI 2021
Towards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract) AAAI 2021
DeepRobust: a Platform for Adversarial Attacks and Defenses AAAI 2021
SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models AAAI 2021
IFDDS: An Anti-fraud Outbound Robot AAAI 2021
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger ACL 2021
Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial Training ACL 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER ACL 2021
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation ACL 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns ACL 2021
Crafting Adversarial Examples for Neural Machine Translation ACL 2021
BERTAC: Enhancing Transformer-based Language Models with Adversarially Pretrained Convolutional Neural Networks ACL 2021
Towards Robustness of Text-to-SQL Models against Synonym Substitution ACL 2021
Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction ACL 2021
A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger’s Adversarial Attacks ACL 2021
Adversarial Learning for Discourse Rhetorical Structure Parsing ACL 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems ACL 2021
Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution ACL 2021
WARP: Word-level Adversarial ReProgramming ACL 2021
Data Augmentation with Adversarial Training for Cross-Lingual NLI ACL 2021
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ACL 2021