Data Poisoning Attacks on Crowdsourcing Learning

Author:

Chen Pengpeng,Sun Hailong,Chen Zhijun

Publisher

Springer International Publishing

Reference24 articles.

1. Albarqouni, S., Baur, C.: AggNet: deep learning from crowds for mitosis detection in breast cancer histology images. T-MI 35(5), 1313–1321 (2016)

2. Biggio, B., Nelson, B., Laskov, P.: Poisoning attacks against support vector machines. In: Proceedings of ICML, pp. 1807–1814 (2012)

3. Chen, P., Sun, H., Fang, Y., Liu, X.: CONAN: a framework for detecting and handling collusion in crowdsourcing. Inf. Sci. 515, 44–63 (2020)

4. Chen, Z., et al.: Structured probabilistic end-to-end learning from crowds. In: IJCAI, pp. 1512–1518 (2020)

5. Fang, M., Sun, M., Li, Q., Gong, N.Z., Tian, J., Liu, J.: Data poisoning attacks and defenses to crowdsourcing systems. arXiv preprint arXiv:2102.09171 (2021)

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