Abstract is missing.
- Bamboo: Ball-Shape Data Augmentation Against Adversarial Attacks from All DirectionsHuanrui Yang, Jingchi Zhang, Hsin-Pai Cheng, Wenhan Wang, Yiran Chen, Hai Li. [doi]
- Detecting Backdoor Attacks on Deep Neural Networks by Activation ClusteringBryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Benjamin Edwards, Taesung Lee, Ian Molloy, Biplav Srivastava. [doi]
- Safe Temporal Planning for Urban DrivingBence Cserna, William J. Doyle, Tianyi Gu, Wheeler Ruml. [doi]
- Attacks on Machine Learning: Lurking Danger for AccountabilityKatja Auernhammer, Ramin Tavakoli Kolagari, Markus Zoppelt. [doi]
- Minimizing the Negative Side Effects of Planning with Reduced ModelsSandhya Saisubramanian, Shlomo Zilberstein. [doi]
- Impossibility and Uncertainty Theorems in AI Value Alignment (or why your AGI should not have a utility function)Peter Eckersley. [doi]
- Counterfactual Explanations of Machine Learning Predictions: Opportunities and Challenges for AI SafetyKacper Sokol, Peter A. Flach. [doi]
- Towards Robust End-to-End AlignmentLê Nguyên Hoang. [doi]
- Temporally Extended Metrics for Markov Decision ProcessesPhilip Amortila, Marc G. Bellemare, Prakash Panangaden, Doina Precup. [doi]
- How Many Operational Design Domains, Objects, and Events?Philip Koopman, Frank Fratrik. [doi]
- Surveying Safety-relevant AI CharacteristicsJosé Hernández-Orallo, Fernando Martínez-Plumed, Shahar Avin, Seán O. hÉigeartaigh. [doi]
- Monitoring Safety of Autonomous Vehicles with Crash Prediction NetworksSaasha Nair, Sina Shafaei, Stefan Kugele, Mohd Hafeez Osman, Alois Knoll. [doi]
- Enter the Matrix: Safely Interruptible Autonomous Systems via VirtualizationMark Riedl, Brent Harrison. [doi]
- Security-preserving Support Vector Machine with Fully Homomorphic EncryptionSaerom Park, Jaewook Lee 0001, Jung Hee Cheon, Juhee Lee, Jaeyun Kim, Junyoung Byun. [doi]
- AutoMPC: Efficient Multi-Party Computation for Secure and Privacy-Preserving Cooperative Control of Connected Autonomous VehiclesTao Li 0019, Lei Lin, Siyuan Gong. [doi]
- Towards international standards for evaluating machine learningFrank Rudzicz, P. Alison Paprica, Marta Janczarski. [doi]
- DPATCH: An Adversarial Patch Attack on Object DetectorsXin Liu, Huanrui Yang, Ziwei Liu, Linghao Song, Yiran Chen, Hai Li. [doi]
- Emergence of Addictive Behaviors in Reinforcement Learning AgentsVahid Behzadan, Roman V. Yampolskiy, Arslan Munir. [doi]
- Integrative Biological Simulation, Neuropsychology, and AI SafetyGopal P. Sarma, Adam Safron, Nick J. Hay. [doi]
- Robust Motion Planning and Safety Benchmarking in Human WorkspacesShih-Yun Lo, Shani Alkoby, Peter Stone. [doi]
- Linking Artificial Intelligence PrinciplesYi Zeng, Enmeng Lu, Cunqing Huangfu. [doi]
- Requirements Assurance in Machine LearningAlec Banks, Rob Ashmore. [doi]