"Security is not my field, I’m a stats guy": A Qualitative Root Cause Analysis of Barriers to Adversarial Machine Learning Defenses in Industry
J. Mink, H. Kaur, J. Schmüser, S. Fahl, Y. Acar, in: J.A. Calandrino, C. Troncoso (Eds.), 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023, USENIX Association, 2023.
Download
No fulltext has been uploaded.
Conference Paper
| English
Author
Mink, Jaron;
Kaur, Harjot;
Schmüser, Juliane;
Fahl, Sascha;
Acar, YaseminLibreCat
Editor
Calandrino, Joseph A.;
Troncoso, Carmela
Publishing Year
Proceedings Title
32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023
LibreCat-ID
Cite this
Mink J, Kaur H, Schmüser J, Fahl S, Acar Y. “Security is not my field, I’m a stats guy”: A Qualitative Root Cause Analysis of Barriers to Adversarial Machine Learning Defenses in Industry. In: Calandrino JA, Troncoso C, eds. 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023. USENIX Association; 2023.
Mink, J., Kaur, H., Schmüser, J., Fahl, S., & Acar, Y. (2023). “Security is not my field, I’m a stats guy”: A Qualitative Root Cause Analysis of Barriers to Adversarial Machine Learning Defenses in Industry. In J. A. Calandrino & C. Troncoso (Eds.), 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023. USENIX Association.
@inproceedings{Mink_Kaur_Schmüser_Fahl_Acar_2023, title={“Security is not my field, I’m a stats guy”: A Qualitative Root Cause Analysis of Barriers to Adversarial Machine Learning Defenses in Industry}, booktitle={32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023}, publisher={USENIX Association}, author={Mink, Jaron and Kaur, Harjot and Schmüser, Juliane and Fahl, Sascha and Acar, Yasemin}, editor={Calandrino, Joseph A. and Troncoso, Carmela}, year={2023} }
Mink, Jaron, Harjot Kaur, Juliane Schmüser, Sascha Fahl, and Yasemin Acar. “‘Security Is Not My Field, I’m a Stats Guy’: A Qualitative Root Cause Analysis of Barriers to Adversarial Machine Learning Defenses in Industry.” In 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023, edited by Joseph A. Calandrino and Carmela Troncoso. USENIX Association, 2023.
J. Mink, H. Kaur, J. Schmüser, S. Fahl, and Y. Acar, “‘Security is not my field, I’m a stats guy’: A Qualitative Root Cause Analysis of Barriers to Adversarial Machine Learning Defenses in Industry,” in 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023, 2023.
Mink, Jaron, et al. “‘Security Is Not My Field, I’m a Stats Guy’: A Qualitative Root Cause Analysis of Barriers to Adversarial Machine Learning Defenses in Industry.” 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023, edited by Joseph A. Calandrino and Carmela Troncoso, USENIX Association, 2023.
Google Scholar