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Sébastien Gambs
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2020 – today
- 2024
- [j21]Guillaume Gagnon
, Sébastien Gambs, Mathieu Cunche
RSSI-based attacks for identification of BLE devices. Comput. Secur. 147: 104080 (2024) - [j20]Voncarlos M. Araújo, Sébastien Gambs, Robert Michaud, Hadrien Lautraite, Léo Schneider
Membership inference attack for beluga whales discrimination. Ecol. Informatics 79: 102388 (2024) - [j19]Héber Hwang Arcolezi, Sébastien Gambs:
Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective. Proc. Priv. Enhancing Technol. 2024(4): 123-141 (2024) - [c61]Sofiane Azogagh
Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning. CODASPY 2024: 199-210 - [c60]Youcef Korichi
Leveraging Transformer Architecture for Effective Trajectory-User Linking (TUL) Attack and Its Mitigation. ESORICS (4) 2024: 271-290 - [c59]Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Probabilistic Dataset Reconstruction from Interpretable Models. SaTML 2024: 1-17 - [i34]Mishaal Kazmi, Hadrien Lautraite, Alireza Akbari, Mauricio Soroco, Qiaoyue Tang, Tao Wang, Sébastien Gambs, Mathias Lécuyer:
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining. CoRR abs/2402.09477 (2024) - [i33]Timothée Ly, Julien Ferry, Marie-José Huguet, Sébastien Gambs, Ulrich Aïvodji:
Smooth Sensitivity for Learning Differentially-Private yet Accurate Rule Lists. CoRR abs/2403.13848 (2024) - 2023
- [j18]Julien Ferry
Improving fairness generalization through a sample-robust optimization method. Mach. Learn. 112(6): 2131-2192 (2023) - [j17]Héber Hwang Arcolezi
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy. Proc. VLDB Endow. 16(5): 1126-1139 (2023) - [c58]Tristan Allard
SNAKE Challenge: Sanitization Algorithms under Attack. CIKM 2023: 5010-5014 - [c57]Héber Hwang Arcolezi
Frequency Estimation of Evolving Data Under Local Differential Privacy. EDBT 2023: 512-525 - [c56]Syrine Rajhi, Halima Elbiaze, Sébastien Gambs, Roch H. Glitho:
Leveraging In-Network Computing for Privacy-Aware Real-Time Surveillance mHealth Applications. GLOBECOM 2023: 3203-3208 - [c55]Ali Shahin Shamsabadi, Sierra Calanda Wyllie, Nicholas Franzese, Natalie Dullerud, Sébastien Gambs, Nicolas Papernot, Xiao Wang, Adrian Weller:
Confidential-PROFITT: Confidential PROof of FaIr Training of Trees. ICLR 2023 - [c54]Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction. SaTML 2023: 18-41 - [c53]Guillaume Gagnon
RSSI-Based Fingerprinting of Bluetooth Low Energy Devices. SECRYPT 2023: 242-253 - [i32]Voncarlos Marcelo Araújo, Sébastien Gambs, Clément Chion, Robert Michaud, Léo Schneider, Hadrien Lautraite:
Membership Inference Attack for Beluga Whales Discrimination. CoRR abs/2302.14769 (2023) - [i31]Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Probabilistic Dataset Reconstruction from Interpretable Models. CoRR abs/2308.15099 (2023) - [i30]Héber Hwang Arcolezi, Sébastien Gambs:
Revealing the True Cost of Local Privacy: An Auditing Perspective. CoRR abs/2309.01597 (2023) - [i29]Sofiane Azogagh, Zelma Aubin Birba, Sébastien Gambs, Marc-Olivier Killijian:
Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning. CoRR abs/2309.10890 (2023) - [i28]Zineb Garroussi
Data privacy for Mobility as a Service. CoRR abs/2310.10663 (2023) - [i27]Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
SoK: Taming the Triangle - On the Interplays between Fairness, Interpretability and Privacy in Machine Learning. CoRR abs/2312.16191 (2023) - 2022
- [j16]Voncarlos M. Araújo
Machine-Learning Approach for Automatic Detection of Wild Beluga Whales from Hand-Held Camera Pictures. Sensors 22(11): 4107 (2022) - [c52]Sofiane Azogagh, Victor Delfour, Sébastien Gambs, Marc-Olivier Killijian:
PROBONITE: PRivate One-Branch-Only Non-Interactive decision Tree Evaluation. WAHC@CCS 2022: 23-33 - [c51]Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Leveraging Integer Linear Programming to Learn Optimal Fair Rule Lists. CPAIOR 2022: 103-119 - [c50]Héber Hwang Arcolezi
Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python. ESORICS (3) 2022: 770-775 - [c49]Ali Shahin Shamsabadi, Mohammad Yaghini, Natalie Dullerud, Sierra Calanda Wyllie, Ulrich Aïvodji, Aisha Alaagib, Sébastien Gambs, Nicolas Papernot:
Washing The Unwashable : On The (Im)possibility of Fairwashing Detection. NeurIPS 2022 - [e1]Iluju Kiringa, Sébastien Gambs:
35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, Canada, May 30 - June 3, 2022. Canadian Artificial Intelligence Association 2022 [contents] - [i26]Héber Hwang Arcolezi, Jean-François Couchot, Sébastien Gambs, Catuscia Palamidessi, Majid Zolfaghari:
Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python. CoRR abs/2205.02648 (2022) - [i25]Sébastien Gambs, Rosin Claude Ngueveu:
Fair mapping. CoRR abs/2209.00617 (2022) - [i24]Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction. CoRR abs/2209.01215 (2022) - [i23]Héber Hwang Arcolezi, Sébastien Gambs, Jean-François Couchot, Catuscia Palamidessi:
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy. CoRR abs/2209.01684 (2022) - [i22]Héber Hwang Arcolezi, Carlos Pinzón, Catuscia Palamidessi, Sébastien Gambs:
Frequency Estimation of Evolving Data Under Local Differential Privacy. CoRR abs/2210.00262 (2022) - [i21]Sofiane Azogagh, Victor Delfour, Sébastien Gambs, Marc-Olivier Killijian:
PROBONITE : PRivate One-Branch-Only Non-Interactive decision Tree Evaluation. IACR Cryptol. ePrint Arch. 2022: 936 (2022) - 2021
- [j15]Ulrich Aïvodji, François Bidet
Local Data Debiasing for Fairness Based on Generative Adversarial Training. Algorithms 14(3): 87 (2021) - [j14]Sébastien Gambs, Frédéric Ladouceur, Antoine Laurent, Alexandre Roy-Gaumond:
Growing synthetic data through differentially-private vine copulas. Proc. Priv. Enhancing Technol. 2021(3): 122-141 (2021) - [c48]Antoine Boutet, Carole Frindel, Sébastien Gambs, Théo Jourdan, Rosin Claude Ngueveu:
DySan: Dynamically Sanitizing Motion Sensor Data Against Sensitive Inferences through Adversarial Networks. AsiaCCS 2021: 672-686 - [c47]Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
FairCORELS, an Open-Source Library for Learning Fair Rule Lists. CIKM 2021: 4665-4669 - [c46]Ulrich Aïvodji, Hiromi Arai, Sébastien Gambs, Satoshi Hara:
Characterizing the risk of fairwashing. NeurIPS 2021: 14822-14834 - [i20]Ulrich Aïvodji, Hiromi Arai, Sébastien Gambs, Satoshi Hara:
Characterizing the risk of fairwashing. CoRR abs/2106.07504 (2021) - 2020
- [c45]Tristan Allard
Publication of Court Records: Circumventing the Privacy-Transparency Trade-Off. AICOL 2020: 298-312 - [i19]Antoine Boutet, Carole Frindel, Sébastien Gambs, Théo Jourdan
DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks. CoRR abs/2003.10325 (2020) - [i18]Tristan Allard
Online publication of court records: circumventing the privacy-transparency trade-off. CoRR abs/2007.01688 (2020) - [i17]Ulrich Aïvodji, Alexandre Bolot, Sébastien Gambs:
Model extraction from counterfactual explanations. CoRR abs/2009.01884 (2020)
2010 – 2019
- 2019
- [c44]Antoine Boutet, Sébastien Gambs:
Inspect What Your Location History Reveals About You: Raising user awareness on privacy threats associated with disclosing his location data. CIKM 2019: 2861-2864 - [c43]Ulrich Aïvodji, Hiromi Arai, Olivier Fortineau, Sébastien Gambs, Satoshi Hara, Alain Tapp:
Fairwashing: the risk of rationalization. ICML 2019: 161-170 - [c42]Ulrich Matchi Aïvodji, Sébastien Gambs, Alexandre Martin:
IOTFLA : A Secured and Privacy-Preserving Smart Home Architecture Implementing Federated Learning. IEEE Symposium on Security and Privacy Workshops 2019: 175-180 - [i16]Ulrich Aïvodji, Hiromi Arai, Olivier Fortineau, Sébastien Gambs, Satoshi Hara, Alain Tapp:
Fairwashing: the risk of rationalization. CoRR abs/1901.09749 (2019) - [i15]Ulrich Aïvodji, François Bidet, Sébastien Gambs, Rosin Claude Ngueveu, Alain Tapp:
Agnostic data debiasing through a local sanitizer learnt from an adversarial network approach. CoRR abs/1906.07858 (2019) - [i14]Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala:
Learning Fair Rule Lists. CoRR abs/1909.03977 (2019) - [i13]Ulrich Aïvodji, Sébastien Gambs, Timon Ther:
GAMIN: An Adversarial Approach to Black-Box Model Inversion. CoRR abs/1909.11835 (2019) - 2018
- [j13]Ehab ElSalamouny
Optimal noise functions for location privacy on continuous regions. Int. J. Inf. Sec. 17(6): 613-630 (2018) - [j12]Mohammad Alaggan, Mathieu Cunche, Sébastien Gambs:
Privacy-preserving Wi-Fi Analytics. Proc. Priv. Enhancing Technol. 2018(2): 4-26 (2018) - [c41]Sébastien Gambs, Julien Lolive, Jean-Marc Robert:
Entwining Sanitization and Personalization on Databases. AsiaCCS 2018: 207-219 - [c40]Sébastien Gambs:
Privacy and Ethical Challenges in Big Data. FPS 2018: 17-26 - [i12]Ehab ElSalamouny, Sébastien Gambs:
Optimal noise functions for location privacy on continuous regions. CoRR abs/1805.09571 (2018) - [i11]Hiroaki Kikuchi, Josep Domingo-Ferrer, Sébastien Gambs:
Anonymization methods and inference attacks: theory and practice (NII Shonan Meeting 2018-5). NII Shonan Meet. Rep. 2018 (2018) - 2017
- [c39]Gildas Avoine, Xavier Bultel, Sébastien Gambs, David Gérault, Pascal Lafourcade
A Terrorist-fraud Resistant and Extractor-free Anonymous Distance-bounding Protocol. AsiaCCS 2017: 800-814 - [i10]Gildas Avoine, Xavier Bultel, Sébastien Gambs, David Gérault, Pascal Lafourcade, Cristina Onete
A Terrorist-fraud Resistant and Extractor-free Anonymous Distance-bounding Protocol. IACR Cryptol. ePrint Arch. 2017: 297 (2017) - 2016
- [j11]Mohammad Alaggan
Heterogeneous Differential Privacy. J. Priv. Confidentiality 7(2) (2016) - [j10]Ehab ElSalamouny, Sébastien Gambs:
Differential Privacy Models for Location-Based Services. Trans. Data Priv. 9(1): 15-48 (2016) - [c38]Esma Aïmeur, Sébastien Gambs, Cheu Yien Yep:
An Empirical Study on GSN Usage Intention: Factors Influencing the Adoption of Geo-Social Networks. ARES 2016: 241-246 - [c37]Amira Barki, Solenn Brunet, Nicolas Desmoulins, Sébastien Gambs, Saïd Gharout, Jacques Traoré:
Private eCash in Practice (Short Paper). Financial Cryptography 2016: 99-109 - [c36]Solenn Brunet, Sébastien Canard, Sébastien Gambs, Baptiste Olivier:
Edge-calibrated noise for differentially private mechanisms on graphs. PST 2016: 42-49 - [c35]Xavier Bultel, Sébastien Gambs, David Gérault, Pascal Lafourcade
A Prover-Anonymous and Terrorist-Fraud Resistant Distance-Bounding Protocol. WISEC 2016: 121-133 - [i9]Solenn Brunet, Sébastien Canard, Sébastien Gambs, Baptiste Olivier:
Novel differentially private mechanisms for graphs. IACR Cryptol. ePrint Arch. 2016: 745 (2016) - 2015
- [c34]Sébastien Gambs, Carlos Eduardo Rosar Kós Lassance, Cristina Onete:
The Not-so-Distant Future: Distance-Bounding Protocols on Smartphones. CARDIS 2015: 209-224 - [c33]Mohammad Alaggan
Sanitization of Call Detail Records via Differentially-Private Bloom Filters. DBSec 2015: 223-230 - [i8]Mohammad Alaggan, Sébastien Gambs, Anne-Marie Kermarrec:
Heterogeneous Differential Privacy. CoRR abs/1504.06998 (2015) - 2014
- [j9]Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez
De-anonymization attack on geolocated data. J. Comput. Syst. Sci. 80(8): 1597-1614 (2014) - [j8]Ghada Arfaoui
A Privacy-Preserving NFC Mobile Pass for Transport Systems. EAI Endorsed Trans. Mob. Commun. Appl. 2(5): e4 (2014) - [j7]Jesus Friginal
Towards privacy-driven design of a dynamic carpooling system. Pervasive Mob. Comput. 14: 71-82 (2014) - [c32]Sébastien Gambs, Cristina Onete
Prover anonymous and deniable distance-bounding authentication. AsiaCCS 2014: 501-506 - [c31]Sébastien Gambs, Samuel Ranellucci, Alain Tapp:
The Crypto-Democracy and the Trustworthy (Position Paper). DPM/SETOP/QASA 2014: 58-76 - [c30]Raghavendran Balu, Teddy Furon, Sébastien Gambs:
Challenging Differential Privacy: The Case of Non-interactive Mechanisms. ESORICS (2) 2014: 146-164 - [c29]Caroline Fontaine, Sébastien Gambs, Julien Lolive, Cristina Onete:
Private Asymmetric Fingerprinting: A Protocol with Optimal Traitor Tracing Using Tardos Codes. LATINCRYPT 2014: 199-218 - [c28]Sébastien Gambs, Marc-Olivier Killijian, Matthieu Roy, Moussa Traoré:
PROPS: A PRivacy-Preserving Location Proof System. SRDS 2014: 1-10 - [i7]Sébastien Gambs, Samuel Ranellucci, Alain Tapp:
The Crypto-democracy and the Trustworthy. CoRR abs/1409.2432 (2014) - [i6]Sébastien Gambs, Cristina Onete
Prover Anonymous and Deniable Distance-Bounding Authentication. IACR Cryptol. ePrint Arch. 2014: 114 (2014) - 2013
- [j6]Esma Aïmeur, Gilles Brassard, Sébastien Gambs:
Quantum speed-up for unsupervised learning. Mach. Learn. 90(2): 261-287 (2013) - [j5]Emmanuelle Anceaume, Yann Busnel
On the Power of the Adversary to Solve the Node Sampling Problem. Trans. Large Scale Data Knowl. Centered Syst. 11: 102-126 (2013) - [c27]Sébastien Gambs, Marc-Olivier Killijian, Izabela Moise, Miguel Núñez del Prado Cortez
MapReducing GEPETO or Towards Conducting a Privacy Analysis on Millions of Mobility Traces. IPDPS Workshops 2013: 1937-1946 - [c26]Ghada Arfaoui
A Privacy-Preserving Contactless Transport Service for NFC Smartphones. MobiCASE 2013: 282-285 - [c25]Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez
De-anonymization Attack on Geolocated Data. TrustCom/ISPA/IUCC 2013: 789-797 - 2012
- [j4]Esma Aïmeur, Gilles Brassard, Sébastien Gambs, David Schönfeld:
P3ERS: Privacy-Preserving PEer Review System. Trans. Data Priv. 5(3): 553-578 (2012) - [c24]Sébastien Gambs, Marc-Olivier Killijian, Matthieu Roy, Moussa Traoré:
Locanyms: towards privacy-preserving location-based services. ARMOR 2012: 1:1-1:6 - [c23]Christian Artigues, Yves Deswarte, Jérémie Guiochet, Marie-José Huguet, Marc-Olivier Killijian, David Powell, Matthieu Roy, Christophe Bidan, Nicolas Prigent, Emmanuelle Anceaume, Sébastien Gambs, Gilles Guette, Michel Hurfin, Frédéric Schettini:
AMORES: an architecture for mobiquitous resilient systems. ARMOR 2012: 7:1-7:6 - [c22]Yves Deswarte, Sébastien Gambs:
The Challenges Raised by the Privacy-Preserving Identity Card. Cryptography and Security 2012: 383-404 - [c21]Sébastien Gambs, Ahmed Gmati, Michel Hurfin:
Reconstruction Attack through Classifier Analysis. DBSec 2012: 274-281 - [c20]Emmanuelle Anceaume, Yann Busnel
AnKLe: Detecting Attacks in Large Scale Systems via Information Divergence. EDCC 2012: 114-125 - [c19]Sébastien Gambs, Julien Lolive:
SlopPy: Slope One with Privacy. DPM/SETOP 2012: 104-117 - [c18]Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez
Next place prediction using mobility Markov chains. MPM@EuroSys 2012: 3:1-3:6 - [c17]Sébastien Gambs, Rachid Guerraoui
Scalable and Secure Polling in Dynamic Distributed Networks. SRDS 2012: 181-190 - [c16]Mohammad Alaggan
BLIP: Non-interactive Differentially-Private Similarity Computation on Bloom filters. SSS 2012: 202-216 - [p1]Esma Aïmeur, Sébastien Gambs, Ai Ho:
Maintaining Sovereignty over Personal Data in Social Networking Sites. Managing Privacy through Accountability 2012: 143-164 - [i5]Sébastien Gambs, Rachid Guerraoui, Florian Huc, Anne-Marie Kermarrec:
On Dynamic Distributed Computing. CoRR abs/1202.3084 (2012) - [i4]Sébastien Gambs:
Inference Attacks on Geolocated Data. ERCIM News 2012(90) (2012) - 2011
- [j3]Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez:
Show Me How You Move and I Will Tell You Who You Are. Trans. Data Priv. 4(2): 103-126 (2011) - [c15]Emmanuelle Anceaume, Yann Busnel
Characterizing the Adversarial Power in Uniform and Ergodic Node Sampling. AlMoDEP 2011: 12-19 - [c14]Emmanuelle Anceaume, Christophe Bidan, Sébastien Gambs, Guillaume Hiet, Michel Hurfin, Ludovic Mé, Guillaume Piolle, Nicolas Prigent, Eric Totel, Frederic Tronel, Valérie Viet Triem Tong:
From SSIR to CIDre: A New Security Research Group in Rennes, France. SysSec@DIMVA 2011: 86-89 - [c13]Sébastien Gambs, Olivier Heen, Christophe Potin:
A comparative privacy analysis of geosocial networks. SPRINGL 2011: 33-40 - [c12]Mohammad Alaggan
Private Similarity Computation in Distributed Systems: From Cryptography to Differential Privacy. OPODIS 2011: 357-377 - [i3]Gilles Brassard, Frédéric Dupuis, Sébastien Gambs, Alain Tapp:
An optimal quantum algorithm to approximate the mean and its application for approximating the median of a set of points over an arbitrary distance. CoRR abs/1106.4267 (2011) - [i2]Sébastien Gambs, Rachid Guerraoui, Hamza Harkous, Florian Huc, Anne-Marie Kermarrec:
Scalable and Secure Aggregation in Distributed Networks. CoRR abs/1107.5419 (2011) - 2010
- [j2]Yves Deswarte, Sébastien Gambs:
A Proposal for a Privacy-preserving National Identity Card. Trans. Data Priv. 3(3): 253-276 (2010) - [c11]Esma Aïmeur, Sébastien Gambs, Ai Ho:
Towards a Privacy-Enhanced Social Networking Site. ARES 2010: 172-179 - [c10]Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez
GEPETO: A GEoPrivacy-Enhancing TOolkit. AINA Workshops 2010: 1071-1076 - [c9]Sébastien Gambs, Marc-Olivier Killijian, Miguel Núñez del Prado Cortez
Show me how you move and I will tell you who you are. SPRINGL 2010: 34-41 - [c8]Emmanuelle Anceaume, Yann Busnel
Uniform and Ergodic Sampling in Unstructured Peer-to-Peer Systems with Malicious Nodes. OPODIS 2010: 64-78
2000 – 2009
- 2009
- [c7]Yves Deswarte, Sébastien Gambs:
Towards a Privacy-Preserving National Identity Card. DPM/SETOP 2009: 48-64 - [c6]Esma Aïmeur, Sébastien Gambs, Ai Ho:
UPP: User Privacy Policy for Social Networking Sites. ICIW 2009: 267-272 - 2008
- [i1]Sébastien Gambs:
Quantum classification. CoRR abs/0809.0444 (2008) - 2007
- [j1]Sébastien Gambs, Balázs Kégl, Esma Aïmeur:
Privacy-preserving boosting. Data Min. Knowl. Discov. 14(1): 131-170 (2007) - [c5]Gilles Brassard, Anne Broadbent, Joseph F. Fitzsimons, Sébastien Gambs, Alain Tapp:
Anonymous Quantum Communication. ASIACRYPT 2007: 460-473 - [c4]Gilles Brassard, Anne Broadbent, Joseph F. Fitzsimons, Sébastien Gambs, Alain Tapp:
Anonymous Quantum Communication - (Extended Abstract). ICITS 2007: 181-182 - [c3]Esma Aïmeur, Gilles Brassard, Sébastien Gambs:
Quantum clustering algorithms. ICML 2007: 1-8 - 2006
- [c2]Esma Aïmeur, Gilles Brassard, Sébastien Gambs:
Machine Learning in a Quantum World. Canadian AI 2006: 431-442 - 2002
- [c1]Esma Aïmeur, Gilles Brassard, Hugo Dufort, Sébastien Gambs:
CLARISSE: A Machine Learning Tool to Initialize Student Models. Intelligent Tutoring Systems 2002: 718-728
Coauthor Index
Ulrich Aïvodji
aka: Ulrich Matchi Aïvodji
aka: Ulrich Matchi Aïvodji
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