← Core AI
Artificial Intelligence › Core AI ›

AI Safety

2972 directly classified papers

Papers per year

Papers

Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve Adversarial Robustness CVPR 2020
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach NIPS 2020
Recovery of sparse linear classifiers from mixture of responses NIPS 2020
Consistency Regularization for Certified Robustness of Smoothed Classifiers NIPS 2020
Certifying Confidence via Randomized Smoothing NIPS 2020
Certifiably Adversarially Robust Detection of Out-of-Distribution Data NIPS 2020
Robustness of Bayesian Neural Networks to Gradient-Based Attacks NIPS 2020
MetaPoison: Practical General-purpose Clean-label Data Poisoning NIPS 2020
On the Trade-off between Adversarial and Backdoor Robustness NIPS 2020
GreedyFool: Distortion-Aware Sparse Adversarial Attack NIPS 2020
GNNGuard: Defending Graph Neural Networks against Adversarial Attacks NIPS 2020
On Adaptive Attacks to Adversarial Example Defenses NIPS 2020
Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond NIPS 2020
Backpropagating Linearly Improves Transferability of Adversarial Examples NIPS 2020
Uncertainty-Aware Constraint Learning for Adaptive Safe Motion Planning from Demonstrations CORL 2020
Neurosymbolic Reinforcement Learning with Formally Verified Exploration NIPS 2020
Efficient Exploration of Reward Functions in Inverse Reinforcement Learning via Bayesian Optimization NIPS 2020
Higher-Order Certification For Randomized Smoothing NIPS 2020
Learning Black-Box Attackers with Transferable Priors and Query Feedback NIPS 2020
Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis? ACL 2020
Adversarial Weight Perturbation Helps Robust Generalization NIPS 2020
BullStop: A Mobile App for Cyberbullying Prevention COLING 2020
Avoiding Side Effects By Considering Future Tasks NIPS 2020
Consequences of Misaligned AI NIPS 2020
A Gamified Assessment Platform for Predicting the Risk of Dementia +Parkinson’s disease (DPD) Co-Morbidity IJCAI 2020