Consumer protection requires artificial intelligence

Technology companies have quickly become powerful with their access to large amounts of data and machine learning technologies, but consumers could be empowered too with automated tools to protect their rights.

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  1. 1.

    Zuboff, S. The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power (Profile Books, 2019).

  2. 2.

    Hildebrandt, M. Geo. L. Tech. Rev. 2, 252–273 (2018).

    Google Scholar 

  3. 3.

    Galbraith, J. K. The Anatomy of Power (Houghton-Mifflin, 1983).

  4. 4.

    Hu, N., Koh, N. S. & Reddy, S. K. Decis. Support Syst. 57, 42–53 (2014).

    Article  Google Scholar 

  5. 5.

    Ruggieri, S., Pedreschi, D. & Turini, F. ACM Trans. Knowl. Discov. D. 4, 9 (2010).

    Google Scholar 

  6. 6.

    Wu, S.-H., Chou, M.-J., Tseng, C.-H., Lee, Y.-J. & Chen, K.-T. IEEE Syst. J. 11, 2432–2443 (2017).

    Article  Google Scholar 

  7. 7.

    Obar, J. A. & Oeldorf-Hirsch, A. Inf. Commun. Soc. (2018).

  8. 8.

    Lippi, M. et al. Artif. Intell. Law (2019).

  9. 9.

    Contissa, G. et al. CLAUDETTE Meets GDPR: Automating the Evaluation of Privacy Policies Using Artificial Intelligence (BEUC, 2018).

  10. 10.

    Costante, E., Sun, Y., Petkovi´c, M. & den Hartog, J. in Proc. 2012 ACM Workshop on Privacy in the Electronic Society 91–96 (ACM, 2012).

  11. 11.

    Tomuro, N., Lytinen, S. & Hornsburg, K. in Proc. Sixth ACM Conference on Data and Application Security and Privacy 133–135 (ACM, 2016).

  12. 12.

    Zaeem, R. N., German, R. L. & Barber, S. K. ACM Trans. Internet Technol. 18, 53 (2018).

    Article  Google Scholar 

  13. 13.

    Wilson, S. et al. ACM Trans. Web 13, 1 (2018).

    Article  Google Scholar 

  14. 14.

    Solon, O. NBC News (12 March 2019).

  15. 15.

    Rubin, J., Gordon, M. I., Nguyen, N. & Rinard, M. in 2015 30th IEEE/ACM International Conference on Automated Software Engineering 647–657 (IEEE, 2015).

  16. 16.

    Gordon, M. I. et al. in 2015 Network and Distributed System Security Symposium 110 (NDSS, 2015).

  17. 17.

    Joshi, K. P. et al. in AAAI Fall Symposium 149–152 (AAAI, 2016).

  18. 18.

    Das, A., Degeling, M., Smullen, D. & Sadeh, N. M. IEEE Pervasive Comput. 17, 35–46 (2018).

    Article  Google Scholar 

Download references


This work was financially supported by the European University Institute project CLAUDETTE (

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Correspondence to Marco Lippi.

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Lippi, M., Contissa, G., Lagioia, F. et al. Consumer protection requires artificial intelligence. Nat Mach Intell 1, 168–169 (2019).

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