AISafety@IJCAI

Keyphrases

Publications

2022

Svetlana Pavlitskaya, Bianca-Marina Codau, J. Marius Zöllner
Feasibility of Inconspicuous GAN-generated Adversarial Patches against Object Detection. AISafety@IJCAI (2022)
Jonghu Jeong, Minyong Cho, Philipp Benz, Jinwoo Hwang, Jeewook Kim, Seungkwan Lee, Taehoon Kim
Privacy Safe Representation Learning via Frequency Filtering Encoder. AISafety@IJCAI (2022)
Palak Malhotra, Amita Misra
Accountability and Responsibility of Artificial Intelligence Decision-making Models in Indian Policy Landscape. AISafety@IJCAI (2022)
Michal Filipiuk, Vasu Singh
Exploring Diversity in Neural Architectures for Safety. AISafety@IJCAI (2022)
Julien Girard-Satabin, Michele Alberti, François Bobot, Zakaria Chihani, Augustin Lemesle
CAISAR: A platform for Characterizing Artificial Intelligence Safety and Robustness. AISafety@IJCAI (2022)
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition. AISafety@IJCAI (2022)
Yi Qi, Philippa Ryan Conmy, Wei Huang, Xingyu Zhao, Xiaowei Huang
A Hierarchical HAZOP-Like Safety Analysis for Learning-Enabled Systems. AISafety@IJCAI (2022)
Cedrique Rovile Njieutcheu Tassi, Jakob Gawlikowski, Auliya Unnisa Fitri, Rudolph Triebel
The impact of averaging logits over probabilities on ensembles of neural networks. AISafety@IJCAI (2022)
Jérôme Hugues, Daniela Cancila
Increasingly Autonomous CPS: Taming Emerging Behaviors from an Architectural Perspective. AISafety@IJCAI (2022)
Mohammad Kachuee, Sungjin Lee
Constrained Policy Optimization for Controlled Contextual Bandit Exploration. AISafety@IJCAI (2022)
Georg Siedel, Silvia Vock, Andrey Morozov, Stefan Voß
Utilizing Class Separation Distance for the Evaluation of Corruption Robustness of Machine Learning Classifiers. AISafety@IJCAI (2022)
Prajit T. Rajendran, Guillaume Ollier, Huáscar Espinoza, Morayo Adedjouma, Agnès Delaborde, Chokri Mraidha
Safety-aware Active Learning with Perceptual Ambiguity and Criticality Assessment. AISafety@IJCAI (2022)
Mattias Brännström, Andreas Theodorou, Virginia Dignum
Let it RAIN for Social Good. AISafety@IJCAI (2022)
Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
Leveraging generative models to characterize the failure conditions of image classifiers. AISafety@IJCAI (2022)
Daniel Scholz, Florian Hauer, Klaus Knobloch, Christian Mayr
Improvement of Rejection for AI Safety through Loss-Based Monitoring. AISafety@IJCAI (2022)
Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi
Benchmarking and deeper analysis of adversarial patch attack on object detectors. AISafety@IJCAI (2022)
Juan Shu, Bowei Xi, Charles A. Kamhoua
Understanding Adversarial Examples Through Deep Neural Network's Classification Boundary and Uncertainty Regions. AISafety@IJCAI (2022)
Patrick Feifel, Benedikt Franke, Arne P. Raulf, Friedhelm Schwenker, Frank Bonarens, Frank Köster
Revisiting the Evaluation of Deep Neural Networks for Pedestrian Detection. AISafety@IJCAI (2022)
Francis Rhys Ward, Francesco Belardinelli, Francesca Toni
A causal perspective on AI deception in games. AISafety@IJCAI (2022)

volume 3215, 2022

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), Vienna, Austria, July 24-25, 2022. AISafety@IJCAI 3215 (2022)

2021

volume 2916, 2021

Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), Virtual, August, 2021. AISafety@IJCAI 2916 (2021)

2020

volume 2640, 2020

Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), Yokohama, Japan, January, 2021. AISafety@IJCAI 2640 (2020)