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Patrick McDaniel
Patrick McDaniel
Tsun-Ming Shih Professor of Computer Sciences, University of Wisconsin-Madison
cs.wisc.edu의 이메일 확인됨 - 홈페이지
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Taintdroid: an information-flow tracking system for realtime privacy monitoring on smartphones
W Enck, P Gilbert, S Han, V Tendulkar, BG Chun, LP Cox, J Jung, ...
ACM Transactions on Computer Systems (TOCS) 32 (2), 1-29, 2014
48062014
The limitations of deep learning in adversarial settings
N Papernot, P McDaniel, S Jha, M Fredrikson, ZB Celik, A Swami
2016 IEEE European symposium on security and privacy (EuroS&P), 372-387, 2016
41852016
Practical black-box attacks against machine learning
N Papernot, P McDaniel, I Goodfellow, S Jha, ZB Celik, A Swami
Proceedings of the 2017 ACM on Asia conference on computer and …, 2017
34802017
Distillation as a defense to adversarial perturbations against deep neural networks
N Papernot, P McDaniel, X Wu, S Jha, A Swami
2016 IEEE symposium on security and privacy (SP), 582-597, 2016
32312016
Ensemble adversarial training: Attacks and defenses
F Tramèr, A Kurakin, N Papernot, I Goodfellow, D Boneh, P McDaniel
arXiv preprint arXiv:1705.07204, 2017
26962017
Flowdroid: Precise context, flow, field, object-sensitive and lifecycle-aware taint analysis for android apps
S Arzt, S Rasthofer, C Fritz, E Bodden, A Bartel, J Klein, Y Le Traon, ...
Acm Sigplan Notices 49 (6), 259-269, 2014
24712014
Transferability in machine learning: from phenomena to black-box attacks using adversarial samples
N Papernot, P McDaniel, I Goodfellow
arXiv preprint arXiv:1605.07277, 2016
17542016
Security and privacy challenges in the smart grid
P McDaniel, S McLaughlin
IEEE security & privacy 7 (3), 75-77, 2009
14962009
On lightweight mobile phone application certification
W Enck, M Ongtang, P McDaniel
Proceedings of the 16th ACM conference on Computer and communications …, 2009
14422009
A study of android application security.
W Enck, D Octeau, PD McDaniel, S Chaudhuri
USENIX security symposium 2 (2), 2011
13642011
Understanding android security
W Enck, M Ongtang, P McDaniel
IEEE security & privacy 7 (1), 50-57, 2009
9622009
Secure attribute-based systems
M Pirretti, P Traynor, P McDaniel, B Waters
Proceedings of the 13th ACM conference on Computer and communications …, 2006
8072006
Semantically rich application‐centric security in Android
M Ongtang, S McLaughlin, W Enck, P McDaniel
Security and Communication Networks 5 (6), 658-673, 2012
7632012
On the (statistical) detection of adversarial examples
K Grosse, P Manoharan, N Papernot, M Backes, P McDaniel
arXiv preprint arXiv:1702.06280, 2017
7552017
Iccta: Detecting inter-component privacy leaks in android apps
L Li, A Bartel, TF Bissyandé, J Klein, Y Le Traon, S Arzt, S Rasthofer, ...
2015 IEEE/ACM 37th IEEE International Conference on Software Engineering 1 …, 2015
7332015
Adversarial examples for malware detection
K Grosse, N Papernot, P Manoharan, M Backes, P McDaniel
Computer Security–ESORICS 2017: 22nd European Symposium on Research in …, 2017
5962017
Effective {Inter-Component} communication mapping in android: An essential step towards holistic security analysis
D Octeau, P McDaniel, S Jha, A Bartel, E Bodden, J Klein, Y Le Traon
22nd USENIX Security Symposium (USENIX Security 13), 543-558, 2013
5612013
Towards the science of security and privacy in machine learning
N Papernot, P McDaniel, A Sinha, M Wellman
arXiv preprint arXiv:1611.03814, 2016
5572016
The space of transferable adversarial examples
F Tramèr, N Papernot, I Goodfellow, D Boneh, P McDaniel
arXiv preprint arXiv:1704.03453, 2017
5522017
An analysis of anonymity in bitcoin using p2p network traffic
P Koshy, D Koshy, P McDaniel
Financial Cryptography and Data Security: 18th International Conference, FC …, 2014
5442014
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