| 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 | 2040 | 2016 |
| 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 | 821 | 2015 |
| 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 | 388 | 2014 |
| 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 | 241 | 2010 |
| 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 | 179* | 2018 |
| 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 | 162 | 2008 |
| Repriv: Re-imagining content personalization and in-browser privacy M Fredrikson, B Livshits 2011 IEEE Symposium on Security and Privacy, 131-146, 2011 | 150* | 2011 |
| 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 | 140 | 2010 |
| Verified security for browser extensions A Guha, M Fredrikson, B Livshits, N Swamy 2011 IEEE symposium on security and privacy, 115-130, 2011 | 139 | 2011 |
| 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 | 129* | 2014 |
| 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 | 84 | 2009 |
| 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 | 62 | 2016 |
| Automatic Generation of Remediation Procedures for Malware Infections. R Paleari, L Martignoni, E Passerini, D Davidson, M Fredrikson, JT Giffin, ... USENIX Security Symposium, 419-434, 2010 | 49 | 2010 |
| 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 | 43 | 2014 |
| End-to-end software diversification of internet services M Christodorescu, M Fredrikson, S Jha, J Giffin Moving Target Defense, 117-130, 2011 | 43 | 2011 |
| Surreptitiously Weakening Cryptographic Systems. B Schneier, M Fredrikson, T Kohno, T Ristenpart IACR Cryptol. ePrint Arch. 2015, 97, 2015 | 41 | 2015 |
| Proxy non-discrimination in data-driven systems A Datta, M Fredrikson, G Ko, P Mardziel, S Sen arXiv preprint arXiv:1707.08120, 2017 | 38 | 2017 |
| 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 | 37 | 2017 |
| ZŲ: An Optimizing Distributing Zero-Knowledge Compiler M Fredrikson, B Livshits USENIX Security Symposium, 909-924, 2014 | 35 | 2014 |
| Use privacy in data-driven systems: Theory and experiments with machine learnt programs A Datta, M Fredrikson, G Ko, P Mardziel, S Sen Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017 | 31 | 2017 |
Somesh JhaLubar Chair of Computer Science, University of WisconsinVerified email at cs.wisc.edu
