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Privacy

626 directly classified papers

Papers per year

Papers

Protecting Geolocation Privacy of Photo Collections AAAI 2020
Attention Based Data Hiding with Generative Adversarial Networks AAAI 2020
Privacy-Preserving Gaussian Process Regression – A Modular Approach to the Application of Homomorphic Encryption AAAI 2020
On the Equivalence between Online and Private Learnability beyond Binary Classification NIPS 2020
Inverting Gradients - How easy is it to break privacy in federated learning? NIPS 2020
Adversary for Social Good: Protecting Familial Privacy through Joint Adversarial Attacks AAAI 2020
Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics AAAI 2020
The GDPR & Speech Data: Reflections of Legal and Technology Communities, First Steps Towards a Common Understanding INTERSPEECH 2019
Sensitive-Sample Fingerprinting of Deep Neural Networks CVPR 2019
Deep Leakage from Gradients NIPS 2019
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation NIPS 2019
Private Center Points and Learning of Halfspaces COLT 2019
How Does Knowledge of the AUC Constrain the Set of Possible Ground-Truth Labelings? AAAI 2019
Limits of Private Learning with Access to Public Data NIPS 2019
Privacy Amplification by Mixing and Diffusion Mechanisms NIPS 2019
The Language of Legal and Illegal Activity on the Darknet ACL 2019
Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference EMNLP 2019
Logistic Regression on Homomorphic Encrypted Data at Scale AAAI 2019
Privacy-Preserving Speaker Recognition with Cohort Score Normalisation INTERSPEECH 2019
ZebRAM: Comprehensive and Compatible Software Protection Against Rowhammer Attacks OSDI 2018
Proving confidentiality in a file system using DiskSec OSDI 2018
Natural and Effective Obfuscation by Head Inpainting CVPR 2018
Nickel: A Framework for Design and Verification of Information Flow Control Systems OSDI 2018
Privacy Sensitive Construction of Junction Tree Agent Organization for Multiagent Graphical Models PGM 2018
A Cloaking Mechanism to Mitigate Market Manipulation IJCAI 2018