Abstract is missing.
- Privacy Safe Representation Learning via Frequency Filtering EncoderJonghu Jeong, Minyong Cho, Philipp Benz, Jinwoo Hwang, Jeewook Kim, SeungKwan Lee, Taehoon Kim. [doi]
- Increasingly Autonomous CPS: Taming Emerging Behaviors from an Architectural PerspectiveJérôme Hugues, Daniela Cancila. [doi]
- Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression RecognitionIris Dominguez-Catena, Daniel Paternain, Mikel Galar. [doi]
- Utilizing Class Separation Distance for the Evaluation of Corruption Robustness of Machine Learning ClassifiersGeorg Siedel, Silvia Vock, Andrey Morozov 0001, Stefan Voß. [doi]
- Constrained Policy Optimization for Controlled Contextual Bandit ExplorationMohammad Kachuee, Sungjin Lee. [doi]
- Exploring Diversity in Neural Architectures for SafetyMichal Filipiuk, Vasu Singh. [doi]
- Revisiting the Evaluation of Deep Neural Networks for Pedestrian DetectionPatrick Feifel, Benedikt Franke, Arne P. Raulf, Friedhelm Schwenker, Frank Bonarens, Frank Köster. [doi]
- Understanding Adversarial Examples Through Deep Neural Network's Classification Boundary and Uncertainty RegionsJuan Shu, Bowei Xi, Charles A. Kamhoua. [doi]
- CAISAR: A platform for Characterizing Artificial Intelligence Safety and RobustnessJulien Girard-Satabin, Michele Alberti, François Bobot, Zakaria Chihani, Augustin Lemesle. [doi]
- Accountability and Responsibility of Artificial Intelligence Decision-making Models in Indian Policy LandscapePalak Malhotra, Amita Misra. [doi]
- Improvement of Rejection for AI Safety through Loss-Based MonitoringDaniel Scholz, Florian Hauer, Klaus Knobloch, Christian Mayr 0001. [doi]
- Safety-aware Active Learning with Perceptual Ambiguity and Criticality AssessmentPrajit T. Rajendran, Guillaume Ollier, Huáscar Espinoza, Morayo Adedjouma, Agnès Delaborde, Chokri Mraidha. [doi]
- Let it RAIN for Social GoodMattias Brännström, Andreas Theodorou, Virginia Dignum. [doi]
- Feasibility of Inconspicuous GAN-generated Adversarial Patches against Object DetectionSvetlana Pavlitskaya, Bianca-Marina Codau, J. Marius Zöllner. [doi]
- A causal perspective on AI deception in gamesFrancis Rhys Ward, Francesco Belardinelli, Francesca Toni. [doi]
- The impact of averaging logits over probabilities on ensembles of neural networksCedrique Rovile Njieutcheu Tassi, Jakob Gawlikowski, Auliya Unnisa Fitri, Rudolph Triebel. [doi]
- Leveraging generative models to characterize the failure conditions of image classifiersAdrien Le-Coz, Stéphane Herbin, Faouzi Adjed. [doi]
- A Hierarchical HAZOP-Like Safety Analysis for Learning-Enabled SystemsYi Qi, Philippa Ryan Conmy, Wei Huang, Xingyu Zhao 0001, Xiaowei Huang 0001. [doi]
- Benchmarking and deeper analysis of adversarial patch attack on object detectorsPol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi. [doi]