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adversarial robustness

1,552 papers

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Also known as

ADV AR

Co-occurring keywords · papers mentioning both

adversarial training (292) adversarial attack (262) neural network (146) adversarial example (121) adversarial learning (80) certified robustness (73) large language model (68) model robustness (66) adversarial defense (65) adversarial perturbation (65)

Papers

Towards Accurate and Robust Architectures via Neural Architecture Search CVPR 2024 Towards Calibrated Losses for Adversarial Robust Reject Option Classification ACML 2024 Towards Optimal Adversarial Robust Q-learning with Bellman Infinity-error ICML 2024 Towards Reliable and Efficient Backdoor Trigger Inversion via Decoupling Benign Features ICLR 2024 Towards Sharper Generalization Bounds for Adversarial Contrastive Learning IJCAI 2024 Towards Trustworthy Deep Learning AAAI 2024 Towards Understanding and Improving Adversarial Robustness of Vision Transformers CVPR 2024 ToxiCloakCN: Evaluating Robustness of Offensive Language Detection in Chinese with Cloaking Perturbations EMNLP 2024 Training Socially Aligned Language Models on Simulated Social Interactions ICLR 2024 Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness NeurIPS 2024 TTTS: Tree Test Time Simulation for Enhancing Decision Tree Robustness against Adversarial Examples AAAI 2024 Two Tales of Single-Phase Contrastive Hebbian Learning ICML 2024 Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense NeurIPS 2024 Understanding Certified Training with Interval Bound Propagation ICLR 2024 Universal Robustness via Median Randomized Smoothing for Real-World Super-Resolution CVPR 2024 Unveiling Project-Specific Bias in Neural Code Models COLING 2024 Unveiling Vulnerability of Self-Attention COLING 2024 Using Natural Language Explanations to Improve Robustness of In-context Learning ACL 2024 Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack NeurIPS 2024 Verifiably Robust Conformal Prediction NeurIPS 2024 Visual Adversarial Examples Jailbreak Aligned Large Language Models AAAI 2024 When Causal Inference Meets Graph Machine Learning AAAI 2024 AAAI New Faculty Highlights: General and Scalable Optimization for Robust AI AAAI 2023 A Critical Revisit of Adversarial Robustness in 3D Point Cloud Recognition with Diffusion-Driven Purification ICML 2023 Adaptive Image Anonymization in the Context of Image Classification with Neural Networks ICCV 2023