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Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Georg Siedel, Silvia Vock, Andrey Morozov 0001, Stefan Voß 0002 |
Utilizing Class Separation Distance for the Evaluation of Corruption Robustness of Machine Learning Classifiers.  |
AISafety@IJCAI  |
2022 |
DBLP BibTeX RDF |
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| 1 | Svetlana Pavlitskaya, Bianca-Marina Codau, J. Marius Zöllner |
Feasibility of Inconspicuous GAN-generated Adversarial Patches against Object Detection. |
AISafety@IJCAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Yi Qi, Philippa Ryan Conmy, Wei Huang 0035, Xingyu Zhao 0001, Xiaowei Huang 0001 |
A Hierarchical HAZOP-Like Safety Analysis for Learning-Enabled Systems. |
AISafety@IJCAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Palak Malhotra, Amita Misra |
Accountability and Responsibility of Artificial Intelligence Decision-making Models in Indian Policy Landscape. |
AISafety@IJCAI |
2022 |
DBLP BibTeX RDF |
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| 1 | 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 |
DBLP BibTeX RDF |
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| 1 | Mattias Brännström, Andreas Theodorou, Virginia Dignum |
Let it RAIN for Social Good. |
AISafety@IJCAI |
2022 |
DBLP BibTeX RDF |
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| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Michal Filipiuk, Vasu Singh |
Exploring Diversity in Neural Architectures for Safety. |
AISafety@IJCAI |
2022 |
DBLP BibTeX RDF |
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| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed |
Leveraging generative models to characterize the failure conditions of image classifiers. |
AISafety@IJCAI |
2022 |
DBLP BibTeX RDF |
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| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Gabriel Pedroza, Xin Cynthia Chen, José Hernández-Orallo, Xiaowei Huang 0001, Huáscar Espinoza, Richard Mallah, John A. McDermid, Mauricio Castillo-Effen (eds.) |
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 |
2022 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Julien Girard-Satabin, Michele Alberti, François Bobot, Zakaria Chihani, Augustin Lemesle |
CAISAR: A platform for Characterizing Artificial Intelligence Safety and Robustness. |
AISafety@IJCAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Juan Shu, Bowei Xi, Charles A. Kamhoua |
Understanding Adversarial Examples Through Deep Neural Network's Classification Boundary and Uncertainty Regions. |
AISafety@IJCAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Francis Rhys Ward, Francesco Belardinelli, Francesca Toni |
A causal perspective on AI deception in games. |
AISafety@IJCAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Jérôme Hugues, Daniela Cancila |
Increasingly Autonomous CPS: Taming Emerging Behaviors from an Architectural Perspective. |
AISafety@IJCAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Daniel Scholz 0002, Florian Hauer, Klaus Knobloch, Christian Mayr 0001 |
Improvement of Rejection for AI Safety through Loss-Based Monitoring. |
AISafety@IJCAI |
2022 |
DBLP BibTeX RDF |
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| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Mohammad Kachuee, Sungjin Lee |
Constrained Policy Optimization for Controlled Contextual Bandit Exploration. |
AISafety@IJCAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | William Howe, Roman Yampolskiy |
Impossibility of Unambiguous Communication as a Source of Failure in AI Systems. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
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| 1 | Xingyu Zhao 0001, Wei Huang 0035, Alec Banks, Victoria Cox, David Flynn, Sven Schewe, Xiaowei Huang 0001 |
Assessing the Reliability of Deep Learning Classifiers Through Robustness Evaluation and Operational Profiles. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Christophe Gabreau, Béatrice Pesquet-Popescu, Fateh Kaakai, Baptiste Lefèvre |
Artificial Intelligence for Future Skies: On-going Standardization Activities to Build the Next Certification/Approval Framework for Airborne and Ground Aeronautic Products. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Lena Heidemann, Adrian Schwaiger, Karsten Roscher |
Measuring Ensemble Diversity and Its Effects on Model Robustness. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Tom Haider, Felippe Schmoeller Roza, Dirk Eilers, Karsten Roscher, Stephan Günnemann |
Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Nadisha-Marie Aliman, Leon Kester |
Epistemic Defenses against Scientific and Empirical Adversarial AI Attacks. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Roman Yampolskiy |
On the Differences between Human and Machine Intelligence. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
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| 1 | Vahid Yazdanpanah, Sebastian Stein 0001, Enrico H. Gerding, Nicholas R. Jennings |
Applying Strategic Reasoning for Accountability Ascription in Multiagent Teams. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Roman Yampolskiy |
Uncontrollability of Artificial Intelligence. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Huáscar Espinoza, John A. McDermid, Xiaowei Huang 0001, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah, Gabriel Pedroza (eds.) |
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 |
2021 |
DBLP BibTeX RDF |
|
| 1 | Florian Geissler, Syed Sha Qutub, Sayanta Roychowdhury, Ali Asgari Khoshouyeh, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch |
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Michael Klaes, Rasmus Adler, Lisa Jöckel, Janek Groß, Jan Reich |
Using Complementary Risk Acceptance Criteria to Structure Assurance Cases for Safety-Critical AI Components. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | James D. Miller, Roman Yampolskiy, Olle Häggström, Stuart Armstrong |
Chess as a Testing Grounds for the Oracle Approach to AI Safety. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Christopher Lazarus, Mykel J. Kochenderfer |
A Mixed Integer Programming Approach for Verifying Properties of Binarized Neural Networks. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Romie Banerjee, Feng Liu, Pei Ke |
Towards Robust Perception Using Topological Invariants. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Ayan Banerjee 0001, Imane Lamrani, Katina Michael, Diana M. Bowman, Sandeep K. S. Gupta |
Socio-technical co-Design for Accountable Autonomous Software. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Shashank Kotyan, Danilo Vasconcellos Vargas |
Deep Neural Network Loses Attention to Adversarial Images. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Suruchi Gupta, Ihsan Ullah 0002, Michael Madden 0002 |
Coyote: A Dataset of Challenging Scenarios in Visual Perception for Autonomous Vehicles. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Kavya Gupta, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu, Fateh Kaakai, Fragkiskos D. Malliaros |
An Adversarial Attacker for Neural Networks in Regression Problems. |
AISafety@IJCAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Zhicong Tang, Yinpeng Dong, Hang Su 0006 |
Error-Silenced Quantization: Bridging Robustness and Compactness. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Shashank Kotyan, Danilo Vasconcellos Vargas |
Evolving Robust Neural Architectures to Defend from Adversarial Attacks. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Rachel Freedman, Rohin Shah, Anca D. Dragan |
Choice Set Misspecification in Reward Inference. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Danilo Vasconcellos Vargas, Jiawei Su |
Understanding the One Pixel Attack: Propagation Maps and Locality Analysis. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Catalin-Andrei Ilie, Marius Popescu, Alin Stefanescu |
Robustness as Inherent Property of Datapoints. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | John A. McDermid, Yan Jia 0008 |
Safety of Artificial Intelligence: A Collaborative Model. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Huáscar Espinoza, John A. McDermid, Xiaowei Huang 0001, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah (eds.) |
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 |
2020 |
DBLP BibTeX RDF |
|
| 1 | Rachel Freedman |
Aligning with Heterogenous Preferences for Kidney Exchange. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Andrey Morozov 0001, Emil Valiev, Michael Beyer, Kai Ding 0001, Lydia Gauerhof, Christoph Schorn |
Bayesian Model for Trustworthiness Analysis of Deep Learning Classifiers. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Fabio Arnez, Huáscar Espinoza, Ansgar Radermacher, François Terrier |
A Comparison of Uncertainty Estimation Approaches in Deep Learning Components for Autonomous Vehicle Applications. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Zhihui Shao, Jianyi Yang, Shaolei Ren |
Increasing the Trustworthiness of Deep Neural Networks via Accuracy Monitoring. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Snehasis Banerjee |
Towards Safe and Reliable Robot Task Planning. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Justin Svegliato, Samer B. Nashed, Shlomo Zilberstein |
Ethically Compliant Planning in Moral Autonomous Systems. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Caspar Oesterheld, Vincent Conitzer |
Extracting Money from Causal Decision Theorists. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Samet Demir, Hasan Ferit Eniser, Alper Sen 0001 |
DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Adrian Schwaiger, Poulami Sinhamahapatra, Jens Gansloser, Karsten Roscher |
Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection? |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Sumanta Dey, Pallab Dasgupta, Briti Gangopadhyay |
Safety Augmentation in Decision Trees. |
AISafety@IJCAI |
2020 |
DBLP BibTeX RDF |
|
| 1 | Muhammad Aurangzeb Ahmad, Carly Eckert, Ankur Teredesai |
The Challenge of Imputation in Explainable Artificial Intelligence Models. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Lukas Heinzmann, Sina Shafaei, Mohd Hafeez Osman, Christoph Segler, Alois C. Knoll |
A Framework for Safety Violation Identification and Assessment in Autonomous Driving. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | John A. McDermid, Yan Jia 0008, Ibrahim Habli |
Towards a Framework for Safety Assurance of Autonomous Systems. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Hossein Aboutalebi, Doina Precup, Tibor Schuster |
Learning Modular Safe Policies in the Bandit Setting with Application to Adaptive Clinical Trials. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Andrea Aler Tubella, Virginia Dignum |
The Glass Box Approach: Verifying Contextual Adherence to Values. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Alexander Matt Turner, Dylan Hadfield-Menell, Prasad Tadepalli |
Conservative Agency. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Arushi Majha, Sayan Sarkar, Davide Zagami |
Categorizing Wireheading in Partially Embedded Agents. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Huáscar Espinoza, Han Yu 0001, Xiaowei Huang 0001, Freddy Lécué, Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah (eds.) |
Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, AISafety@IJCAI 2019, Macao, China, August 11-12, 2019. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Tom Everitt, Ramana Kumar, Victoria Krakovna, Shane Legg |
Modeling AGI Safety Frameworks with Causal Influence Diagrams. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Jason Mancuso, Tomasz Kisielewski, David Lindner, Alok Singh |
Detecting Spiky Corruption in Markov Decision Processes. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Bart Bussmann, Jacqueline Heinerman, Joel Lehman |
Towards Empathic Deep Q-Learning. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Vahid Behzadan, William H. Hsu |
Watermarking of DRL Policies with Sequential Triggers. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Holly Wilson, Andreas Theodorou |
Slam the Brakes: Perceptions of Moral Decisions in Driving Dilemmas. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Maximilian Henne, Adrian Schwaiger, Gereon Weiss |
Managing Uncertainty of AI-based Perception for Autonomous Systems. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Franz Wotawa |
On the Importance of System Testing for Assuring Safety of AI Systems. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Qi Zhang 0038, Edmund H. Durfee, Satinder Singh 0001 |
Computational Strategies for the Trustworthy Pursuit and the Safe Modeling of Probabilistic Maintenance Commitments. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Mesut Ozdag, Sunny Raj, Steven Lawrence Fernandes, Alvaro Velasquez, Laura Pullum, Sumit Kumar Jha 0001 |
On the Susceptibility of Deep Neural Networks to Natural Perturbations. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Nadisha-Marie Aliman, Leon Kester |
Requisite Variety in Ethical Utility Functions for AI Value Alignment. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Andrea Loreggia, Nicholas Mattei, Francesca Rossi 0001, Kristen Brent Venable |
Metric Learning for Value Alignment. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Ramya Srinivasan 0002, Ajay Chander |
Understanding Bias in Datasets using Topological Data Analysis. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Vahid Behzadan, William H. Hsu |
Adversarial Exploitation of Policy Imitation. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
|
| 1 | Victoria Krakovna, Laurent Orseau, Miljan Martic, Shane Legg |
Penalizing Side Effects using Stepwise Relative Reachability. |
AISafety@IJCAI |
2019 |
DBLP BibTeX RDF |
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