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AI Safety

2972 directly classified papers

Papers per year

Papers

PARSE: An Efficient Search Method for Black-box Adversarial Text Attacks COLING 2022
Cross-document Misinformation Detection based on Event Graph Reasoning NAACL 2022
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction NAACL 2022
On the Machine Learning of Ethical Judgments from Natural Language NAACL 2022
Predicting Out-of-Distribution Error with the Projection Norm ICML 2022
Input-Specific Robustness Certification for Randomized Smoothing AAAI 2022
A Study of the Attention Abnormality in Trojaned BERTs NAACL 2022
Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy NAACL 2022
Aligning to Social Norms and Values in Interactive Narratives NAACL 2022
Direct Behavior Specification via Constrained Reinforcement Learning ICML 2022
Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation ICML 2022
Reachability Constrained Reinforcement Learning ICML 2022
User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition on Federated Learning INTERSPEECH 2022
Backdoor Attacks on the DNN Interpretation System AAAI 2022
Robust Heterogeneous Graph Neural Networks against Adversarial Attacks AAAI 2022
Combating Adversaries with Anti-adversaries AAAI 2022
Provable Guarantees for Understanding Out-of-Distribution Detection AAAI 2022
CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks AAAI 2022
Verification of Neural-Network Control Systems by Integrating Taylor Models and Zonotopes AAAI 2022
Conservative and Adaptive Penalty for Model-Based Safe Reinforcement Learning AAAI 2022
PPT: Backdoor Attacks on Pre-trained Models via Poisoned Prompt Tuning IJCAI 2022
Training OOD Detectors in their Natural Habitats ICML 2022
Analyzing the Real Vulnerability of Hate Speech Detection Systems against Targeted Intentional Noise COLING 2022
On the Impact of Spurious Correlation for Out-of-Distribution Detection AAAI 2022
Enhancing Adversarial Robustness for Deep Metric Learning CVPR 2022