Abstract is missing.
- On Using Real-Time Reachability for the Safety Assurance of Machine Learning ControllersPatrick Musau, Nathaniel Hamilton, Diego Manzanas Lopez, Preston Robinette, Taylor T. Johnson. 1-10 [doi]
- Zero-Shot Policy Transfer in Autonomous Racing: Reinforcement Learning vs Imitation LearningNathaniel Hamilton, Patrick Musau, Diego Manzanas Lopez, Taylor T. Johnson. 11-20 [doi]
- Robustness Assurance Quotient: Demonstrating Context Matters for AI Performance and ML SecuritySamuel Lefcourt, Nathaniel G. Gordon, Hanting Wong, Gregory Falco. 21-27 [doi]
- A Mapping of Assurance Techniques for Learning Enabled Autonomous Systems to the Systems Engineering LifecycleChristian Ellis, Maggie B. Wigness, Lance Fiondella. 28-35 [doi]
- Resilient Multi-agent Reinforcement Learning Using Medoid and Soft-medoid Based AggregationChandreyee Bhowmick, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos. 36-45 [doi]
- Selective Classification of Sequential Data Using Inductive Conformal PredictionDimitrios Boursinos, Xenofon D. Koutsoukos. 46-55 [doi]
- Layer-Wise Analysis of Neuron Activation Values for Performance Verification of Artificial Neural Network ClassifiersDarryl Hond, Hamid Asgari, Leonardo Symonds, Mike Newman. 56-63 [doi]
- Explainable Forecasts of Disruptive Events using Recurrent Neural NetworksAnna L. Buczak, Benjamin D. Baugher, Adam J. Berlier, Kayla E. Scharfstein, Christine S. Martin. 64-73 [doi]
- Focusing on the Ethical Challenges of Data Breaches and ApplicationsKaren Joisten, Nicole Thiemer, Tobias Renner, Anke Janssen, Alexander Scheffler. 74-82 [doi]
- Adversarial Email Generation against Spam Detection Models through Feature PerturbationQi Cheng, Anyi Xu, Xiangyang Li, Leah Ding. 83-92 [doi]
- Discovery of AI/ML Supply Chain Vulnerabilities within Automotive Cyber-Physical SystemsDaniel Williams, Chelece Clark, Rachel McGahan, Bradley Potteiger, Daniel Cohen, Patrick Musau. 93-96 [doi]
- Adversarially Robust Edge-Based Object Detection for Assuredly Autonomous SystemsRobert Canady, Xingyu Zhou 0010, Yogesh D. Barve, Daniel Balasubramanian, Aniruddha Gokhale. 97-106 [doi]
- Risk-Aware Scene Sampling for Dynamic Assurance of Autonomous SystemsShreyas Ramakrishna, Baiting Luo, Yogesh Barve, Gabor Karsai, Abhishek Dubey. 107-116 [doi]
- Measuring and Mitigating Bias in AI-ChatbotsHedin Beattie, Lanier A. Watkins, William H. Robinson, Aviel D. Rubin, Shari Watkins. 117-123 [doi]
- Reference architectures for autonomous on-orbit servicing, assembly and manufacturing (OSAM) mission resilienceNathaniel G. Gordon, Gregory Falco. 124-128 [doi]
- Hallmarks of an Autonomous Space System's Development and V&VMartin S. Feather. 129-136 [doi]