Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Siwei Li, Li Chen, Michael E. Kounavis, Duen Horng Chau. SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression. In Yike Guo, Faisal Farooq, editors, Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018. pages 196-204, ACM, 2018. [doi]
@inproceedings{DasSCHLCKC18,
title = {SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression},
author = {Nilaksh Das and Madhuri Shanbhogue and Shang-Tse Chen and Fred Hohman and Siwei Li and Li Chen and Michael E. Kounavis and Duen Horng Chau},
year = {2018},
doi = {10.1145/3219819.3219910},
url = {https://doi.org/10.1145/3219819.3219910},
researchr = {https://researchr.org/publication/DasSCHLCKC18},
cites = {0},
citedby = {0},
pages = {196-204},
booktitle = {Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018},
editor = {Yike Guo and Faisal Farooq},
publisher = {ACM},
}