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AI Safety

2972 directly classified papers

Papers per year

Papers

advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns ICCV 2019
Enhancing Adversarial Example Transferability With an Intermediate Level Attack ICCV 2019
DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense ICCV 2019
Attacking Optical Flow ICCV 2019
A Little Is Enough: Circumventing Defenses For Distributed Learning NIPS 2019
Towards Fast Computation of Certified Robustness for ReLU Networks ICML 2018
AGI Safety Literature Review IJCAI 2018
Mitigating Bias in Adaptive Data Gathering via Differential Privacy ICML 2018
The effect of information controls on developers in China: An analysis of censorship in Chinese open source projects COLING 2018
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples ICML 2018
Synthesizing Robust Adversarial Examples ICML 2018
Differentiable Abstract Interpretation for Provably Robust Neural Networks ICML 2018
The Uncertainty Bellman Equation and Exploration ICML 2018
Deception IJCAI 2018
Analyzing the Robustness of Nearest Neighbors to Adversarial Examples ICML 2018
The Lyapunov Neural Network: Adaptive Stability Certification for Safe Learning of Dynamical Systems CORL 2018
Intelligent Assistant for Elderly IJCAI 2018
Black-box Adversarial Attacks with Limited Queries and Information ICML 2018
Adversarial Risk and the Dangers of Evaluating Against Weak Attacks ICML 2018
Stagewise Safe Bayesian Optimization with Gaussian Processes ICML 2018
Two Sides of the Same Coin: Belief Revision and Enforcing Arguments IJCAI 2018
Minimax-Regret Querying on Side Effects for Safe Optimality in Factored Markov Decision Processes IJCAI 2018
Reachability Analysis of Deep Neural Networks with Provable Guarantees IJCAI 2018
Nickel: A Framework for Design and Verification of Information Flow Control Systems OSDI 2018
Inaudible Voice Commands: The Long-Range Attack and Defense NSDI 2018