Adversarial Learning

On Success and Simplicity: A Second Look at Transferable Targeted Attacks NeurIPS 2021 On the Algorithmic Stability of Adversarial Training NeurIPS 2021 On the Difficulty of Membership Inference Attacks CVPR 2021 On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study ACL 2021 On the Existence of The Adversarial Bayes Classifier NeurIPS 2021 On the Generalization Properties of Adversarial Training AISTATS 2021 On the Hardness of Robust Classification JMLR 2021 On the Relationship between Zipf’s Law of Abbreviation and Interfering Noise in Emergent Languages ACL 2021 On the Robustness of Vision Transformers to Adversarial Examples ICCV 2021 On the Transferability of Adversarial Attacks against Neural Text Classifier EMNLP 2021 OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation NAACL 2021 OpenAttack: An Open-source Textual Adversarial Attack Toolkit ACL 2021 Over-the-Air Adversarial Flickering Attacks Against Video Recognition Networks CVPR 2021 Pairing Weak with Strong: Twin Models for Defending Against Adversarial Attack on Speaker Verification Interspeech 2021 PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation SemEval 2021 Parallel Rectangle Flip Attack: A Query-Based Black-Box Attack Against Object Detection ICCV 2021 PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification Interspeech 2021 PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training SemEval 2021 Perceptual Adversarial Robustness: Defense Against Unseen Threat Models ICLR 2021 Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing EMNLP 2021 PID-Based Approach to Adversarial Attacks AAAI 2021 Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation NAACL 2021 PointBA: Towards Backdoor Attacks in 3D Point Cloud ICCV 2021 PointGuard: Provably Robust 3D Point Cloud Classification CVPR 2021 Poisoning Knowledge Graph Embeddings via Relation Inference Patterns ACL 2021