A dual boundary robust verification method for neural networks

Author:

Yang Yueyue,Fang Qun,Tang Yajing,Feng Yuchen,Yan Yihui,Xu Yong

Publisher

Springer Science and Business Media LLC

Reference32 articles.

1. Bojarski M, Testa DD, Dworakowski D, Firner B, Flepp B, Goyal P, Jackel LD, Monfort M, Muller U, Zhang J, Zhang X, Zhao J, Zieba K (2016) End to end learning for self-driving cars. CoRR abs/1604.07316

2. Scheiner N, Appenrodt N, Dickmann J, Sick B (2019) Radar-based road user classification and novelty detection with recurrent neural network ensembles. In: 2019 IEEE Intelligent Vehicles Symposium, IV 2019, Paris, France, pp 722–729. https://doi.org/10.1109/IVS.2019.8813773

3. Zhang H, Weng T, Chen P, Hsieh C, Daniel L (2018) Efficient neural network robustness certification with general activation functions. In: Bengio, S., Wallach, H.M., Larochelle, H., Grauman, K., Cesa-Bianchi, N., Garnett, R. (eds.) Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems, NeurIPS 2018, Montréal, Canada, pp 4944–4953. https://proceedings.neurips.cc/paper/2018/hash/d04863f100d59b3eb688a11f95b0ae60-Abstract.html

4. Lipton ZC, Kale DC, Elkan C, Wetzel RC (2016) Learning to diagnose with LSTM recurrent neural networks. In: Bengio, Y, LeCun, Y (eds) 4th International Conference Track Proceedings on Learning Representations, ICLR 2016, San Juan, Puerto Rico. http://arxiv.org/abs/1511.03677

5. Zhou Z, Liu G (2022) RoMFAC: a robust mean-field actor-critic reinforcement learning against adversarial perturbations on states. CoRR abs/2205.07229 https://doi.org/10.48550/ARXIV.2205.07229 2205.07229

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3