Ana-Maria Cretu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Reference Resolution

Learning Models

Perceptual Distortion

Top Venues

Proc. Priv. Enhancing Technol.

ESORICS Workshops (1)

Publications

Ana-Maria Cretu, Miruna Rusu, Yves-Alexandre de Montjoye
Re-pseudonymization Strategies for Smart Meter Data Are Not Robust to Deep Learning Profiling Attacks. CODASPY (2024)
Ana-Maria Cretu, Miruna Rusu, Yves-Alexandre de Montjoye
Re-pseudonymization Strategies for Smart Meter Data Are Not Robust to Deep Learning Profiling Attacks. CoRR (2024)
Vincent Guan, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
A Zero Auxiliary Knowledge Membership Inference Attack on Aggregate Location Data. CoRR (2024)
Vincent Guan, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
A Zero Auxiliary Knowledge Membership Inference Attack on Aggregate Location Data. Proc. Priv. Enhancing Technol. 2024 (4) (2024)
Ana-Maria Cretu, Daniel Jones, Yves-Alexandre de Montjoye, Shruti Tople
Investigating the Effect of Misalignment on Membership Privacy in the White-box Setting. Proc. Priv. Enhancing Technol. 2024 (3) (2024)
Florent Guépin, Matthieu Meeus, Ana-Maria Cretu, Yves-Alexandre de Montjoye
Synthetic Is All You Need: Removing the Auxiliary Data Assumption for Membership Inference Attacks Against Synthetic Data. ESORICS Workshops (1) (2023)
Matthieu Meeus, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
Achilles' Heels: Vulnerable Record Identification in Synthetic Data Publishing. CoRR (2023)
Matthieu Meeus, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
Achilles' Heels: Vulnerable Record Identification in Synthetic Data Publishing. ESORICS (2) (2023)
Shubham Jain, Ana-Maria Cretu, Antoine Cully, Yves-Alexandre de Montjoye
Deep perceptual hashing algorithms with hidden dual purpose: when client-side scanning does facial recognition. CoRR (2023)
Ana-Maria Cretu, Daniel Jones, Yves-Alexandre de Montjoye, Shruti Tople
Re-aligning Shadow Models can Improve White-box Membership Inference Attacks. CoRR (2023)
Shubham Jain, Ana-Maria Cretu, Antoine Cully, Yves-Alexandre de Montjoye
Deep perceptual hashing algorithms with hidden dual purpose: when client-side scanning does facial recognition. SP (2023)
Florent Guépin, Matthieu Meeus, Ana-Maria Cretu, Yves-Alexandre de Montjoye
Synthetic is all you need: removing the auxiliary data assumption for membership inference attacks against synthetic data. CoRR (2023)
Ana-Maria Cretu, Florimond Houssiau, Antoine Cully, Yves-Alexandre de Montjoye
QuerySnout: Automating the Discovery of Attribute Inference Attacks against Query-Based Systems. CoRR (2022)
Shubham Jain, Ana-Maria Cretu, Yves-Alexandre de Montjoye
Adversarial Detection Avoidance Attacks: Evaluating the robustness of perceptual hashing-based client-side scanning. USENIX Security Symposium (2022)
Ana-Maria Cretu, Florimond Houssiau, Antoine Cully, Yves-Alexandre de Montjoye
QuerySnout: Automating the Discovery of Attribute Inference Attacks against Query-Based Systems. CCS (2022)
Ana-Maria Cretu, Florent Guépin, Yves-Alexandre de Montjoye
Dataset correlation inference attacks against machine learning models. CoRR (2021)
Shubham Jain, Ana-Maria Cretu, Yves-Alexandre de Montjoye
Adversarial Detection Avoidance Attacks: Evaluating the robustness of perceptual hashing-based client-side scanning. CoRR (2021)
Vid Kocijan, Oana-Maria Camburu, Ana-Maria Cretu, Yordan Yordanov, Phil Blunsom, Thomas Lukasiewicz
WikiCREM: A Large Unsupervised Corpus for Coreference Resolution. CoRR (2019)
Vid Kocijan, Oana-Maria Camburu, Ana-Maria Cretu, Yordan Yordanov, Phil Blunsom, Thomas Lukasiewicz
WikiCREM: A Large Unsupervised Corpus for Coreference Resolution. EMNLP/IJCNLP (1) (2019)
Vid Kocijan, Ana-Maria Cretu, Oana-Maria Camburu, Yordan Yordanov, Thomas Lukasiewicz
A Surprisingly Robust Trick for the Winograd Schema Challenge. ACL (1) (2019)
Vid Kocijan, Ana-Maria Cretu, Oana-Maria Camburu, Yordan Yordanov, Thomas Lukasiewicz
A Surprisingly Robust Trick for Winograd Schema Challenge. CoRR (2019)