Patrick McDaniel
University of Wisconsin–Madison(US)
Publications by Year
Research Areas
Advanced Malware Detection Techniques, Security and Verification in Computing, Network Security and Intrusion Detection, Internet Traffic Analysis and Secure E-voting, Adversarial Robustness in Machine Learning
Most-Cited Works
- → The Limitations of Deep Learning in Adversarial Settings(2016)3,867 cited
- → Practical Black-Box Attacks against Machine Learning(2017)3,417 cited
- → TaintDroid: an information-flow tracking system for realtime privacy monitoring on smartphones(2010)2,280 cited
- Ensemble Adversarial Training: Attacks and Defenses(2017)
- → Transferability in Machine Learning: from Phenomena to Black-Box Attacks using Adversarial Samples(2016)1,415 cited
- → FlowDroid(2014)1,373 cited
- → Security and Privacy Challenges in the Smart Grid(2009)1,163 cited
- →