Ana-Maria Cretu

According to our database, Ana-Maria Cretu authored at least 13 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Zero Auxiliary Knowledge Membership Inference Attack on Aggregate Location Data.

Vincent Guan, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye

Proc. Priv. Enhancing Technol., 2024

Investigating the Effect of Misalignment on Membership Privacy in the White-box Setting.

Ana-Maria Cretu, Daniel Jones, Yves-Alexandre de Montjoye, Shruti Tople

Proc. Priv. Enhancing Technol., 2024

QueryCheetah: Fast Automated Discovery of Attribute Inference Attacks Against Query-Based Systems.

Bozhidar Stevanoski, Ana-Maria Cretu, Yves-Alexandre de Montjoye

CoRR, 2024

Re-pseudonymization Strategies for Smart Meter Data Are Not Robust to Deep Learning Profiling Attacks.

Ana-Maria Cretu, Miruna Rusu, Yves-Alexandre de Montjoye

Proceedings of the Fourteenth ACM Conference on Data and Application Security and Privacy, 2024

2023

Re-aligning Shadow Models can Improve White-box Membership Inference Attacks.

Ana-Maria Cretu, Daniel Jones, Yves-Alexandre de Montjoye, Shruti Tople

CoRR, 2023

Deep perceptual hashing algorithms with hidden dual purpose: when client-side scanning does facial recognition.

Shubham Jain, Ana-Maria Cretu, Antoine Cully, Yves-Alexandre de Montjoye

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

Achilles' Heels: Vulnerable Record Identification in Synthetic Data Publishing.

Matthieu Meeus, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye

Proceedings of the Computer Security - ESORICS 2023, 2023

Synthetic Is All You Need: Removing the Auxiliary Data Assumption for Membership Inference Attacks Against Synthetic Data.

Florent Guépin, Matthieu Meeus, Ana-Maria Cretu, Yves-Alexandre de Montjoye

Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

2022

Adversarial Detection Avoidance Attacks: Evaluating the robustness of perceptual hashing-based client-side scanning.

Shubham Jain, Ana-Maria Cretu, Yves-Alexandre de Montjoye

Proceedings of the 31st USENIX Security Symposium, 2022

QuerySnout: Automating the Discovery of Attribute Inference Attacks against Query-Based Systems.

Ana-Maria Cretu, Florimond Houssiau, Antoine Cully, Yves-Alexandre de Montjoye

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021

Dataset correlation inference attacks against machine learning models.

Ana-Maria Cretu, Florent Guépin, Yves-Alexandre de Montjoye

CoRR, 2021

2019

WikiCREM: A Large Unsupervised Corpus for Coreference Resolution.

Vid Kocijan, Oana-Maria Camburu, Ana-Maria Cretu, Yordan Yordanov, Phil Blunsom, Thomas Lukasiewicz

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

A Surprisingly Robust Trick for the Winograd Schema Challenge.

Vid Kocijan, Ana-Maria Cretu, Oana-Maria Camburu, Yordan Yordanov, Thomas Lukasiewicz

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019