Neural Network Compression of ACAS Xu Early Prototype Is Unsafe: Closed-Loop Verification Through Quantized State Backreachability

Author:

Bak Stanley,Tran Hoang-Dung

Publisher

Springer International Publishing

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Assured Collision Avoidance for Learned Controllers: A Case Study of ACAS Xu;AIAA SCITECH 2024 Forum;2024-01-04

2. Neural Networks in Closed-Loop Systems: Verification Using Interval Arithmetic and Formal Prover;2024

3. Towards Formal Verification of Neural Networks in Cyber-Physical Systems;Lecture Notes in Computer Science;2024

4. The Inverse Problem for Neural Networks;Bridging the Gap Between AI and Reality;2023-12-14

5. Analyzing the Closed-Loop Performance of Detect-and-Avoid Systems;2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC);2023-09-24

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