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Reza Shokri
Reza Shokri
Assistant Professor, National University of Singapore
Adresse e-mail validée de comp.nus.edu.sg - Page d'accueil
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Année
Membership Inference Attacks against Machine Learning Models
R Shokri, M Stronati, C Song, V Shmatikov
IEEE Symposium on Security and Privacy (S&P), Oakland, 2017
21232017
Privacy-Preserving Deep Learning
R Shokri, V Shmatikov
ACM Conference on Computer and Communications Security (CCS), 2015
16982015
Quantifying Location Privacy
R Shokri, G Theodorakopoulos, JY Le Boudec, JP Hubaux
IEEE Symposium on Security and Privacy (S&P), Oakland, 2011
8182011
Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning
M Nasr, R Shokri, A Houmansadr
IEEE Symposium on Security and Privacy (S&P), Oakland, 2019
747*2019
Protecting Location Privacy: Optimal Strategy Against Localization Attacks
R Shokri, G Theodorakopoulos, C Troncoso, JP Hubaux, JY Le Boudec
ACM conference on Computer and Communications Security (CCS), 2012
4372012
Machine Learning with Membership Privacy using Adversarial Regularization
M Nasr, R Shokri, A Houmansadr
ACM Conference on Computer and Communications Security (CCS), 2018
2552018
On the Optimal Placement of Mix Zones
J Freudiger, R Shokri, JP Hubaux
Privacy Enhancing Technologies Symposium (PETS), 2009
2302009
Hiding in the Mobile Crowd: Location Privacy through Collaboration
R Shokri, G Theodorakopoulos, P Papadimitratos, E Kazemi, JP Hubaux
IEEE Transactions on Dependable and Secure Computing (TDSC), 2014
2122014
Evaluating the Privacy Risk of Location-based Services
J Freudiger, R Shokri, JP Hubaux
Financial Cryptography and Data Security, 2012
1942012
Unraveling an Old Cloak: K-anonymity for Location Privacy
R Shokri, C Troncoso, C Diaz, J Freudiger, JP Hubaux
ACM workshop on Privacy in the electronic society (WPES), 2010
1812010
Synthesizing Plausible Privacy-Preserving Location Traces
V Bindschaedler, R Shokri
IEEE Symposium on Security and Privacy (S&P), Oakland, 2016
1702016
Privacy Risks of Securing Machine Learning Models against Adversarial Examples
L Song, R Shokri, P Mittal
ACM Conference on Computer and Communications Security (CCS), 2019
163*2019
Quantifying Location Privacy: the Case of Sporadic Location Exposure
R Shokri, G Theodorakopoulos, G Danezis, JP Hubaux, JY Le Boudec
Privacy Enhancing Technologies Symposium (PETS), 2011
1542011
Privacy Games: Optimal User-Centric Data Obfuscation
R Shokri
Privacy Enhancing Technologies Symposium (PETS), 2015
1532015
Chiron: Privacy-Preserving Machine Learning as a Service
T Hunt, C Song, R Shokri, V Shmatikov, E Witchel
arXiv preprint arXiv:1803.05961, 2018
1482018
Preserving Privacy in Collaborative Filtering through Distributed Aggregation of Offline Profiles
R Shokri, P Pedarsani, G Theodorakopoulos, JP Hubaux
ACM Conference on Recommender Systems (RecSys), 2009
1472009
A Distortion-based Metric for Location Privacy
R Shokri, J Freudiger, M Jadliwala, JP Hubaux
ACM Workshop on Privacy in the Electronic Society (WPES), 2009
1462009
Plausible Deniability for Privacy-Preserving Data Synthesis
V Bindschaedler, R Shokri, C Gunter
VLDB Endowment International Conference on Very Large Data Bases (PVLDB), 2017
1382017
Defeating Image Obfuscation with Deep Learning
R McPherson, R Shokri, V Shmatikov
arXiv preprint arXiv:1609.00408, 2016
1352016
A Practical Secure Neighbor Verification Protocol for Wireless Sensor Networks
R Shokri, M Poturalski, G Ravot, P Papadimitratos, JP Hubaux
ACM Conference on Wireless Network Security (WiSec), 2009
99*2009
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