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

3. Rich and Expressive Specification of Continuous-Learning Cyber-Physical Systems;2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S);2023-06

4. Reachability Analysis for Linear Systems with Uncertain Parameters using Polynomial Zonotopes;Proceedings of the 26th ACM International Conference on Hybrid Systems: Computation and Control;2023-05-09

5. DRIP: Domain Refinement Iteration With Polytopes for Backward Reachability Analysis of Neural Feedback Loops;IEEE Control Systems Letters;2023

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