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- Ana-Maria Cretu 0001
aka: Ana-Maria Crétu 0001
University of Québec, Outaouais, Canada - Ana-Maria Cretu 0002
Imperial College London, UK
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Publication search results
found 85 matches
- 2024
- Mohammad Hosein Saeedinia, Behzad Hashemi, Ana-Maria Cretu, Shamsodin Taheri:
A Novel Computational Intelligence-Based Parameter Extraction of UAV-Integrated Photovoltaic System. IEEE Access 12: 97664-97677 (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): 407-430 (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): 80-101 (2024) - Itaf Omar Joudeh, Ana-Maria Cretu, Stéphane Bouchard:
Predicting the Arousal and Valence Values of Emotional States Using Learned, Predesigned, and Deep Visual Features. Sensors 24(13): 4398 (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. CODASPY 2024: 295-306 - 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 abs/2404.03948 (2024) - Vincent Guan, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye:
A Zero Auxiliary Knowledge Membership Inference Attack on Aggregate Location Data. CoRR abs/2406.18671 (2024) - Bozhidar Stevanoski, Ana-Maria Cretu, Yves-Alexandre de Montjoye:
QueryCheetah: Fast Automated Discovery of Attribute Inference Attacks Against Query-Based Systems. CoRR abs/2409.01992 (2024) - 2023
- Ghazal Rouhafzay, Ana-Maria Cretu, Pierre Payeur:
A Deep Model of Visual Attention for Saliency Detection on 3D Objects. Neural Process. Lett. 55(7): 8847-8867 (2023) - Itaf Omar Joudeh, Ana-Maria Cretu, Stéphane Bouchard, Synthia Guimond:
Prediction of Continuous Emotional Measures through Physiological and Visual Data. Sensors 23(12): 5613 (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. ESORICS Workshops (1) 2023: 182-198 - Matthieu Meeus, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye:
Achilles' Heels: Vulnerable Record Identification in Synthetic Data Publishing. ESORICS (2) 2023: 380-399 - 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: 234-252 - Ana-Maria Cretu, Daniel Jones, Yves-Alexandre de Montjoye, Shruti Tople:
Re-aligning Shadow Models can Improve White-box Membership Inference Attacks. CoRR abs/2306.05093 (2023) - Matthieu Meeus, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye:
Achilles' Heels: Vulnerable Record Identification in Synthetic Data Publishing. CoRR abs/2306.10308 (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 abs/2306.11924 (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 abs/2307.01701 (2023) - 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: 623-637 - 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: 2317-2334 - Ana-Maria Cretu, Florimond Houssiau, Antoine Cully, Yves-Alexandre de Montjoye:
QuerySnout: Automating the Discovery of Attribute Inference Attacks against Query-Based Systems. CoRR abs/2211.05249 (2022) - 2021
- Ghazal Rouhafzay, Ana-Maria Cretu, Pierre Payeur:
Biologically Inspired Vision and Touch Sensing to Optimize 3D Object Representation and Recognition. IEEE Instrum. Meas. Mag. 24(3): 85-90 (2021) - Ghazal Rouhafzay, Ana-Maria Cretu, Pierre Payeur:
Transfer of Learning from Vision to Touch: A Hybrid Deep Convolutional Neural Network for Visuo-Tactile 3D Object Recognition. Sensors 21(1): 113 (2021) - Itaf Omar Joudeh, Ana-Maria Cretu, R. Bruce Wallace, Rafik A. Goubran, Michel Allegue-Martínez, Frank Knoefel:
Location Independence in Machine Learning Classification of Sitting-Down and Standing-Up Actions using Wi-Fi Sensors. MeMeA 2021: 1-6 - Shubham Jain, Ana-Maria Cretu, Yves-Alexandre de Montjoye:
Adversarial Detection Avoidance Attacks: Evaluating the robustness of perceptual hashing-based client-side scanning. CoRR abs/2106.09820 (2021) - Ana-Maria Cretu, Florent Guépin, Yves-Alexandre de Montjoye:
Dataset correlation inference attacks against machine learning models. CoRR abs/2112.08806 (2021) - 2020
- Mohammad Khenar, Shamsodin Taheri, Ana-Maria Cretu, Seyedkazem Hosseini, Edris Pouresmaeil:
PSO-Based Modeling and Analysis of Electrical Characteristics of Photovoltaic Module Under Nonuniform Snow Patterns. IEEE Access 8: 197484-197498 (2020) - Ghazal Rouhafzay, Ana-Maria Cretu:
Object Recognition From Haptic Glance at Visually Salient Locations. IEEE Trans. Instrum. Meas. 69(3): 672-682 (2020) - 2019
- Ghazal Rouhafzay, Ana-Maria Cretu:
An Application of Deep Learning to Tactile Data for Object Recognition under Visual Guidance. Sensors 19(7): 1534 (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: 4837-4842 - 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: 4302-4311
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