Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning

Matthew Jagielski, Alina Oprea, Battista Biggio, Chang Liu, Cristina Nita-Rotaru, Bo Li. Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning. In 2018 IEEE Symposium on Security and Privacy, SP 2018, Proceedings, 21-23 May 2018, San Francisco, California, USA. pages 19-35, IEEE, 2018. [doi]

@inproceedings{JagielskiOBLNL18,
  title = {Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning},
  author = {Matthew Jagielski and Alina Oprea and Battista Biggio and Chang Liu and Cristina Nita-Rotaru and Bo Li},
  year = {2018},
  doi = {10.1109/SP.2018.00057},
  url = {http://doi.ieeecomputersociety.org/10.1109/SP.2018.00057},
  researchr = {https://researchr.org/publication/JagielskiOBLNL18},
  cites = {0},
  citedby = {0},
  pages = {19-35},
  booktitle = {2018 IEEE Symposium on Security and Privacy, SP 2018, Proceedings, 21-23 May 2018, San Francisco, California, USA},
  publisher = {IEEE},
}