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Matt Fredrikson
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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
31872016
Model inversion attacks that exploit confidence information and basic countermeasures
M Fredrikson, S Jha, T Ristenpart
Proceedings of the 22nd ACM SIGSAC conference on computer and communications …, 2015
16192015
Privacy in Pharmacogenetics: An End-to-End Case Study of Personalized Warfarin Dosing
M Fredrikson, E Lantz, S Jha, S Lin, D Page, T Ristenpart
USENIX Security Symposium, 17-32, 2014
6422014
Privacy risk in machine learning: Analyzing the connection to overfitting
S Yeom, I Giacomelli, M Fredrikson, S Jha
2018 IEEE 31st Computer Security Foundations Symposium (CSF), 2018
4512018
Synthesizing near-optimal malware specifications from suspicious behaviors
M Fredrikson, S Jha, M Christodorescu, R Sailer, X Yan
2010 IEEE Symposium on Security and Privacy, 45-60, 2010
2622010
A layered architecture for detecting malicious behaviors
L Martignoni, E Stinson, M Fredrikson, S Jha, JC Mitchell
International Symposium on Recent Advances in Intrusion Detection, 78-97, 2008
1712008
Cyber SA: Situational awareness for cyber defense
P Barford, M Dacier, TG Dietterich, M Fredrikson, J Giffin, S Jajodia, S Jha, ...
Cyber situational awareness, 3-13, 2010
1642010
Repriv: Re-imagining content personalization and in-browser privacy
M Fredrikson, B Livshits
2011 IEEE Symposium on Security and Privacy, 131-146, 2011
160*2011
Verified security for browser extensions
A Guha, M Fredrikson, B Livshits, N Swamy
2011 IEEE symposium on security and privacy, 115-130, 2011
1522011
On the Practical Exploitability of Dual EC DRBG in TLS Implementations
S Checkoway, M Fredrikson, R Niederhagen, M Green, T Lange, ...
USENIX Security Symposium, 319-335, 2014
150*2014
A methodology for formalizing model-inversion attacks
X Wu, M Fredrikson, S Jha, JF Naughton
2016 IEEE 29th Computer Security Foundations Symposium (CSF), 355-370, 2016
1082016
Stolen Memories: Leveraging Model Memorization for Calibrated {White-Box} Membership Inference
K Leino, M Fredrikson
29th USENIX security symposium (USENIX Security 20), 1605-1622, 2020
1012020
Mining graph patterns efficiently via randomized summaries
C Chen, CX Lin, M Fredrikson, M Christodorescu, X Yan, J Han
Proceedings of the VLDB Endowment 2 (1), 742-753, 2009
882009
Influence-directed explanations for deep convolutional networks
K Leino, S Sen, A Datta, M Fredrikson, L Li
2018 IEEE International Test Conference (ITC), 1-8, 2018
562018
Proxy non-discrimination in data-driven systems
A Datta, M Fredrikson, G Ko, P Mardziel, S Sen
arXiv preprint arXiv:1707.08120, 2017
542017
Surreptitiously weakening cryptographic systems
B Schneier, M Fredrikson, T Kohno, T Ristenpart
Cryptology ePrint Archive, 2015
542015
Automatic generation of remediation procedures for malware infections
R Paleari, L Martignoni, E Passerini, D Davidson, M Fredrikson, J Giffin, ...
19th USENIX Security Symposium (USENIX Security 10), 2010
502010
Fliptest: fairness testing via optimal transport
E Black, S Yeom, M Fredrikson
Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020
492020
Verifying and synthesizing constant-resource implementations with types
M Dehesa-Azuara, M Fredrikson, J Hoffmann
2017 IEEE Symposium on Security and Privacy (SP), 710-728, 2017
482017
Morepriv: Mobile os support for application personalization and privacy
D Davidson, M Fredrikson, B Livshits
Proceedings of the 30th Annual Computer Security Applications Conference …, 2014
462014
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Articles 1–20