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Matt Fredrikson
AD Scientific Index 2024
Engineering & Technology / Computer Science
Carnegie Mellon University - Pittsburgh / United States
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Matt Fredrikson's MOST POPULAR ARTICLES
1-)
The limitations of deep learning in adversarial settingsN Papernot, P McDaniel, S Jha, M Fredrikson, ZB Celik, A Swami2016 IEEE European symposium on security and privacy (EuroS&P), 372-387, 201635182016
2-)
Model inversion attacks that exploit confidence information and basic countermeasuresM Fredrikson, S Jha, T RistenpartProceedings of the 22nd ACM SIGSAC conference on computer and communications …, 201518932015
3-)
Privacy risk in machine learning: Analyzing the connection to overfittingS Yeom, I Giacomelli, M Fredrikson, S Jha2018 IEEE 31st Computer Security Foundations Symposium (CSF), 20189922018
4-)
Privacy in Pharmacogenetics: An End-to-End Case Study of Personalized Warfarin DosingM Fredrikson, E Lantz, S Jha, S Lin, D Page, T RistenpartUSENIX Security Symposium, 17-32, 201410252014
5-)
Universal and transferable adversarial attacks on aligned language modelsA Zou, Z Wang, JZ Kolter, M FredriksonarXiv preprint arXiv:2307.15043, 20235162023
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