2016
The Limitations of Deep Learning in Adversarial Settings
Nicolas Papernot, Patrick Drew McDaniel, Somesh Jha, Matt Fredrikson, Z. Berkay Celik, Ananthram Swami
4k
cites
Patrick Drew McDaniel
Faculty
Advanced Malware Detection TechniquesInternet Traffic Analysis and Secure E-votingNetwork Security and Intrusion DetectionSecurity and Verification in Computing
About
Patrick Drew McDaniel is a Computer Science scholar at University of Wisconsin–Madison. Research spans Advanced Malware Detection Techniques, Internet Traffic Analysis and Secure E-voting, Network Security and Intrusion Detection. 397 works, 40k citations (h-index 73).
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Professor · University of Wisconsin-Madison
Most-cited work
2017
Practical Black-Box Attacks against Machine Learning
Nicolas Papernot, Patrick Drew McDaniel, Ian Goodfellow, Somesh Jha, Z. Berkay Celik, Ananthram Swami
3.5k
cites
2016
Distillation as a Defense to Adversarial Perturbations Against Deep Neural Networks
Nicolas Papernot, Patrick Drew McDaniel, Xi Wu, Somesh Jha, Ananthram Swami
OA
3.1k
cites