Carmela Troncoso

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 109

Top Venues

CoRR

Proc. Priv. Enhancing Technol.

USENIX Security Symposium

CCS

Katholieke Universiteit Leuven, Belgium (PHD)

Education History

Katholieke Universiteit Leuven, Belgium

PHD

Publications

Theresa Stadler, Bogdan Kulynych, Nicolas Papernot, Michael Gastpar, Carmela Troncoso
The Fundamental Limits of Least-Privilege Learning. CoRR (2024)
Bogdan Kulynych, Juan Felipe Gómez, Georgios Kaissis, Flávio du Pin Calmon, Carmela Troncoso
Attack-Aware Noise Calibration for Differential Privacy. CoRR (2024)
Dario Pasquini, Martin Strohmeier, Carmela Troncoso
Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks. CoRR (2024)
Saiid El Hajj Chehade, Sandra Siby, Carmela Troncoso
SINBAD: Saliency-informed detection of breakage caused by ad blocking. CoRR (2024)
Harold Abelson, Ross J. Anderson, Steven M. Bellovin, Josh Benaloh, Matt Blaze, Jon Callas, Whitfield Diffie, Susan Landau, Peter G. Neumann, Ronald L. Rivest, Jeffrey I. Schiller, Bruce Schneier, Vanessa Teague, Carmela Troncoso
Bugs in our pockets: the risks of client-side scanning. J. Cybersecur. 10 (1) (2024)
Klim Kireev, Yevhen Mykhno, Carmela Troncoso, Rebekah Overdorf
Characterizing and Detecting Propaganda-Spreading Accounts on Telegram. CoRR (2024)
Christian Mouchet, Sylvain Chatel, Apostolos Pyrgelis, Carmela Troncoso
Helium: Scalable MPC among Lightweight Participants and under Churn. IACR Cryptol. ePrint Arch. 2024 (2024)
Mathilde Raynal, Carmela Troncoso
On the Conflict of Robustness and Learning in Collaborative Machine Learning. CoRR (2024)
Mathilde Raynal, Dario Pasquini, Carmela Troncoso
Can Decentralized Learning be more robust than Federated Learning? CoRR (2023)
Bogdan Kulynych, Hsiang Hsu, Carmela Troncoso, Flávio P. Calmon
Arbitrary Decisions are a Hidden Cost of Differentially-Private Training. CoRR (2023)
Kasra Edalatnejad, Wouter Lueks, Justinas Sukaitis, Vincent Graf Narbel, Massimo Marelli, Carmela Troncoso
Janus: Safe Biometric Deduplication for Humanitarian Aid Distribution. CoRR (2023)
Dario Pasquini, Giuseppe Ateniese, Carmela Troncoso
Universal Neural-Cracking-Machines: Self-Configurable Password Models from Auxiliary Data. CoRR (2023)
Boya Wang, Wouter Lueks, Justinas Sukaitis, Vincent Graf Narbel, Carmela Troncoso
Not Yet Another Digital ID: Privacy-Preserving Humanitarian Aid Distribution. SP (2023)
Dario Pasquini, Mathilde Raynal, Carmela Troncoso
On the (In)security of Peer-to-Peer Decentralized Machine Learning. SP (2023)
Bogdan Kulynych, Hsiang Hsu, Carmela Troncoso, Flávio P. Calmon
Arbitrary Decisions are a Hidden Cost of Differentially Private Training. FAccT (2023)
Bogdan Kulynych, Hsiang Hsu, Carmela Troncoso, Flávio P. Calmon
Arbitrary Decisions Are a Hidden Cost of Differentially Private Training. EWAF (2023)
Boya Wang, Wouter Lueks, Justinas Sukaitis, Vincent Graf Narbel, Carmela Troncoso
Not Yet Another Digital ID: Privacy-preserving Humanitarian Aid Distribution. CoRR (2023)
Shaoor Munir, Sandra Siby, Umar Iqbal, Steven Englehardt, Zubair Shafiq, Carmela Troncoso
CookieGraph: Understanding and Detecting First-Party Tracking Cookies. CCS (2023)
Klim Kireev, Maksym Andriushchenko, Carmela Troncoso, Nicolas Flammarion
Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings. CoRR (2023)
Sylvain Chatel, Christian Mouchet, Ali Utkan Sahin, Apostolos Pyrgelis, Carmela Troncoso, Jean-Pierre Hubaux
PELTA - Shielding Multiparty-FHE against Malicious Adversaries. IACR Cryptol. ePrint Arch. 2023 (2023)
Kasra Edalatnejad, Mathilde Raynal, Wouter Lueks, Carmela Troncoso
Private Collection Matching Protocols. Proc. Priv. Enhancing Technol. 2023 (3) (2023)
Sandra Siby, Ludovic Barman, Christopher A. Wood, Marwan Fayed, Nick Sullivan, Carmela Troncoso
Evaluating practical QUIC website fingerprinting defenses for the masses. Proc. Priv. Enhancing Technol. 2023 (4) (2023)
Klim Kireev, Maksym Andriushchenko, Carmela Troncoso, Nicolas Flammarion
Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings. NeurIPS (2023)
Klim Kireev, Bogdan Kulynych, Carmela Troncoso
Adversarial Robustness for Tabular Data through Cost and Utility Awareness. NDSS (2023)
Sylvain Chatel, Christian Mouchet, Ali Utkan Sahin, Apostolos Pyrgelis, Carmela Troncoso, Jean-Pierre Hubaux
PELTA - Shielding Multiparty-FHE against Malicious Adversaries. CCS (2023)
Sylvain Chatel, Christian Knabenhans, Apostolos Pyrgelis, Carmela Troncoso, Jean-Pierre Hubaux
Poster: Verifiable Encodings for Maliciously-Secure Homomorphic Encryption Evaluation. CCS (2023)
Konstantinos Chatzikokolakis, Giovanni Cherubin, Catuscia Palamidessi, Carmela Troncoso
Bayes Security: A Not So Average Metric. CSF (2023)
Theresa Stadler, Bristena Oprisanu, Carmela Troncoso
Synthetic Data - Anonymisation Groundhog Day. USENIX Security Symposium (2022)
Carmela Troncoso, Dan Bogdanov, Edouard Bugnion, Sylvain Chatel, Cas Cremers, Seda F. Gürses, Jean-Pierre Hubaux, Dennis Jackson, James R. Larus, Wouter Lueks, Rui Oliveira, Mathias Payer, Bart Preneel, Apostolos Pyrgelis, Marcel Salathé, Theresa Stadler, Michael Veale
Deploying decentralized, privacy-preserving proximity tracing. Commun. ACM 65 (9) (2022)
Bogdan Kulynych, Mohammad Yaghini, Giovanni Cherubin, Michael Veale, Carmela Troncoso
Disparate Vulnerability to Membership Inference Attacks. Proc. Priv. Enhancing Technol. 2022 (1) (2022)
Theresa Stadler, Carmela Troncoso
Why the search for a privacy-preserving data sharing mechanism is failing. Nat. Comput. Sci. 2 (4) (2022)
Klim Kireev, Bogdan Kulynych, Carmela Troncoso
Adversarial Robustness for Tabular Data through Cost and Utility Awareness. CoRR (2022)
Kasra Edalatnejad, Mathilde Raynal, Wouter Lueks, Carmela Troncoso
Private Set Matching Protocols. CoRR (2022)
Giovanni Cherubin, Rob Jansen, Carmela Troncoso
Online Website Fingerprinting: Evaluating Website Fingerprinting Attacks on Tor in the Real World. USENIX Security Symposium (2022)
Shaoor Munir, Sandra Siby, Umar Iqbal, Steven Englehardt, Zubair Shafiq, Carmela Troncoso
COOKIEGRAPH: Measuring and Countering First-Party Tracking Cookies. CoRR (2022)
Sandra Siby, Umar Iqbal, Steven Englehardt, Zubair Shafiq, Carmela Troncoso
WebGraph: Capturing Advertising and Tracking Information Flows for Robust Blocking. USENIX Security Symposium (2022)
Dario Pasquini, Mathilde Raynal, Carmela Troncoso
On the Privacy of Decentralized Machine Learning. CoRR (2022)
Ludovic Barman, Sandra Siby, Christopher A. Wood, Marwan Fayed, Nick Sullivan, Carmela Troncoso
This is not the padding you are looking for! On the ineffectiveness of QUIC PADDING against website fingerprinting. CoRR (2022)
Wouter Lueks, Seda F. Gürses, Michael Veale, Edouard Bugnion, Marcel Salathé, Kenneth G. Paterson, Carmela Troncoso
CrowdNotifier: Decentralized Privacy-Preserving Presence Tracing. Proc. Priv. Enhancing Technol. 2021 (4) (2021)
Theresa Stadler, Wouter Lueks, Katharina Kohls, Carmela Troncoso
Preliminary Analysis of Potential Harms in the Luca Tracing System. CoRR (2021)
Sandra Siby, Umar Iqbal, Steven Englehardt, Zubair Shafiq, Carmela Troncoso
WebGraph: Capturing Advertising and Tracking Information Flows for Robust Blocking. CoRR (2021)
Wouter Lueks, Justus Benzler, Dan Bogdanov, Göran Kirchner, Raquel Lucas, Rui Oliveira, Bart Preneel, Marcel Salathé, Carmela Troncoso, Viktor von Wyl
Toward a Common Performance and Effectiveness Terminology for Digital Proximity Tracing Applications. Frontiers Digit. Health 3 (2021)
Hal Abelson, Ross J. Anderson, Steven M. Bellovin, Josh Benaloh, Matt Blaze, Jon Callas, Whitfield Diffie, Susan Landau, Peter G. Neumann, Ronald L. Rivest, Jeffrey I. Schiller, Bruce Schneier, Vanessa Teague, Carmela Troncoso
Bugs in our Pockets: The Risks of Client-Side Scanning. CoRR (2021)
Justus Benzler, Dan Bogdanov, Göran Kirchner, Wouter Lueks, Raquel Lucas, Rui Oliveira, Bart Preneel, Marcel Salathé, Carmela Troncoso, Viktor von Wyl
Towards a common performance and effectiveness terminology for digital proximity tracing applications. CoRR (2020)
Theresa Stadler, Bristena Oprisanu, Carmela Troncoso
Synthetic Data - A Privacy Mirage. CoRR (2020)
Álvaro Feal, Paolo Calciati, Narseo Vallina-Rodriguez, Carmela Troncoso, Alessandra Gorla
Angel or Devil? A Privacy Study of Mobile Parental Control Apps. Proc. Priv. Enhancing Technol. 2020 (2) (2020)
Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Yamane El-Zein, Mathias Humbert, Carmela Troncoso, Jacques Fellay, Jean-Pierre Hubaux
GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic Data. MIE (2020)
Kasra Edalatnejad, Wouter Lueks, Julien Pierre Martin, Soline Ledésert, Anne L'Hôte, Bruno Thomas, Laurent Girod, Carmela Troncoso
DatashareNetwork: A Decentralized Privacy-Preserving Search Engine for Investigative Journalists. USENIX Security Symposium (2020)
Bogdan Kulynych, Rebekah Overdorf, Carmela Troncoso, Seda F. Gürses
POTs: protective optimization technologies. FAT* (2020)
Wouter Lueks, Iñigo Querejeta-Azurmendi, Carmela Troncoso
VoteAgain: A scalable coercion-resistant voting system. CoRR (2020)
Carmela Troncoso, Mathias Payer, Jean-Pierre Hubaux, Marcel Salathé, James R. Larus, Edouard Bugnion, Wouter Lueks, Theresa Stadler, Apostolos Pyrgelis, Daniele Antonioli, Ludovic Barman, Sylvain Chatel, Kenneth G. Paterson, Srdjan Capkun, David A. Basin, Jan Beutel, Dennis Jackson, Marc Roeschlin, Patrick Leu, Bart Preneel, Nigel P. Smart, Aysajan Abidin, Seda F. Gürses, Michael Veale, Cas Cremers, Michael Backes, Nils Ole Tippenhauer, Reuben Binns, Ciro Cattuto, Alain Barrat, Dario Fiore, Manuel Barbosa, Rui Oliveira, José Pereira
Decentralized Privacy-Preserving Proximity Tracing. CoRR (2020)
Apostolos Pyrgelis, Carmela Troncoso, Emiliano De Cristofaro
Measuring Membership Privacy on Aggregate Location Time-Series. Proc. ACM Meas. Anal. Comput. Syst. 4 (2) (2020)
Sandra Siby, Marc Juárez, Claudia Díaz, Narseo Vallina-Rodriguez, Carmela Troncoso
Encrypted DNS -> Privacy? A Traffic Analysis Perspective. NDSS (2020)
Wouter Lueks, Iñigo Querejeta-Azurmendi, Carmela Troncoso
VoteAgain: A scalable coercion-resistant voting system. USENIX Security Symposium (2020)
Blagovesta Kostova, Seda F. Gürses, Carmela Troncoso
Privacy Engineering Meets Software Engineering. On the Challenges of Engineering Privacy ByDesign. CoRR (2020)
Konstantinos Chatzikokolakis, Giovanni Cherubin, Catuscia Palamidessi, Carmela Troncoso
The Bayes Security Measure. CoRR (2020)
Carmela Troncoso, Mathias Payer, Jean-Pierre Hubaux, Marcel Salathé, James R. Larus, Wouter Lueks, Theresa Stadler, Apostolos Pyrgelis, Daniele Antonioli, Ludovic Barman, Sylvain Chatel, Kenneth G. Paterson, Srdjan Capkun, David A. Basin, Jan Beutel, Dennis Jackson, Marc Roeschlin, Patrick Leu, Bart Preneel, Nigel P. Smart, Aysajan Abidin, Seda Gurses, Michael Veale, Cas Cremers, Michael Backes, Nils Ole Tippenhauer, Reuben Binns, Ciro Cattuto, Alain Barrat, Dario Fiore, Manuel Barbosa, Rui Oliveira, José Pereira
Decentralized Privacy-Preserving Proximity Tracing. IEEE Data Eng. Bull. 43 (2) (2020)
Kasra Edalatnejad, Wouter Lueks, Julien Pierre Martin, Soline Ledésert, Anne L'Hôte, Bruno Thomas, Laurent Girod, Carmela Troncoso
Datashare: A Decentralized Privacy-Preserving Search Engine for Investigative Journalists. CoRR (2020)
Apostolos Pyrgelis, Carmela Troncoso, Emiliano De Cristofaro
Measuring Membership Privacy on Aggregate Location Time-Series. SIGMETRICS (Abstracts) (2020)
Wouter Lueks, Brinda Hampiholi, Greg Alpár, Carmela Troncoso
Tandem: Securing Keys by Using a Central Server While Preserving Privacy. Proc. Priv. Enhancing Technol. 2020 (3) (2020)
Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Yamane El-Zein, Mathias Humbert, Jacques Fellay, Carmela Troncoso, Jean-Pierre Hubaux
GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic Data. AMIA (2020)
Simon Oya, Fernando Pérez-González, Carmela Troncoso
Filter Design for Delay-Based Anonymous Communications. CoRR (2019)
Kostas Chatzikokolakis, Carmela Troncoso
Editors' Introduction. Proc. Priv. Enhancing Technol. 2019 (3) (2019)
Spyros Boukoros, Mathias Humbert, Stefan Katzenbeisser, Carmela Troncoso
On (The Lack Of) Location Privacy in Crowdsourcing Applications. USENIX Security Symposium (2019)
Wouter Lueks, Bogdan Kulynych, Jules Fasquelle, Simon Le Bail-Collet, Carmela Troncoso
zksk: A Library for Composable Zero-Knowledge Proofs. CoRR (2019)
Mohammad Yaghini, Bogdan Kulynych, Carmela Troncoso
Disparate Vulnerability: on the Unfairness of Privacy Attacks Against Machine Learning. CoRR (2019)
Wouter Lueks, Bogdan Kulynych, Jules Fasquelle, Simon Le Bail-Collet, Carmela Troncoso
zksk: A Library for Composable Zero-Knowledge Proofs. WPES@CCS (2019)
Sandra Siby, Marc Juárez, Claudia Díaz, Narseo Vallina-Rodriguez, Carmela Troncoso
Encrypted DNS -> Privacy? A Traffic Analysis Perspective. CoRR (2019)
Simon Oya, Carmela Troncoso, Fernando Pérez-González
Rethinking Location Privacy for Unknown Mobility Behaviors. EuroS&P (2019)
Apostolos Pyrgelis, Carmela Troncoso, Emiliano De Cristofaro
Under the Hood of Membership Inference Attacks on Aggregate Location Time-Series. CoRR (2019)
Simon Oya, Carmela Troncoso, Fernando Pérez-González
Meet the Family of Statistical Disclosure Attacks. CoRR (2019)
Kostas Chatzikokolakis, Carmela Troncoso
Editors' Introduction. Proc. Priv. Enhancing Technol. 2019 (4) (2019)
Simon Oya, Carmela Troncoso, Fernando Pérez-González
Understanding the Effects of Real-World Behavior in Statistical Disclosure Attacks. CoRR (2019)
Spyros Boukoros, Mathias Humbert, Stefan Katzenbeisser, Carmela Troncoso
Why Johnny Can't Develop Mobile Crowdsourcing Applications with Location Privacy. CoRR (2019)
Borja Balle, Adrià Gascón, Olya Ohrimenko, Mariana Raykova, Phillipp Schoppmann, Carmela Troncoso
PPML '19: Privacy Preserving Machine Learning. CCS (2019)
Fernando Pérez-González, Carmela Troncoso, Simon Oya
A Least Squares Approach to the Static Traffic Analysis of High-Latency Anonymous Communication Systems. CoRR (2019)
Kostas Chatzikokolakis, Carmela Troncoso
Editors' Introduction. Proc. Priv. Enhancing Technol. 2019 (2) (2019)
Stefan Savage, Ian Levy, Kobbi Nissim, Paul Ohm, Carmela Troncoso, Nicole Wong
Surveillance and privacy in the public and private sectors: panel. CSLAW (2019)
Konstantinos Chatzikokolakis, Carmela Troncoso
Editors' Introduction. Proc. Priv. Enhancing Technol. 2019 (1) (2019)
Chen Chen, Daniele Enrico Asoni, Adrian Perrig, David Barrera, George Danezis, Carmela Troncoso
TARANET: Traffic-Analysis Resistant Anonymity at the Network Layer. EuroS&P (2018)
Apostolos Pyrgelis, Carmela Troncoso, Emiliano De Cristofaro
Knock Knock, Who's There? Membership Inference on Aggregate Location Data. NDSS (2018)
Rebekah Overdorf, Carmela Troncoso, Rachel Greenstadt, Damon McCoy
Under the Underground: Predicting Private Interactions in Underground Forums. CoRR (2018)
Wouter Lueks, Brinda Hampiholi, Greg Alpár, Carmela Troncoso
Tandem: Securing Keys by Using a Central Server While Preserving Privacy. CoRR (2018)
Rachel Greenstadt, Damon McCoy, Carmela Troncoso
Editors' Introduction. Proc. Priv. Enhancing Technol. 2018 (3) (2018)
Rachel Greenstadt, Damon McCoy, Carmela Troncoso
Editors' Introduction. Proc. Priv. Enhancing Technol. 2018 (1) (2018)
Bogdan Kulynych, Jamie Hayes, Nikita Samarin, Carmela Troncoso
Evading classifiers in discrete domains with provable optimality guarantees. CoRR (2018)
Rebekah Overdorf, Bogdan Kulynych, Ero Balsa, Carmela Troncoso, Seda F. Gürses
Questioning the assumptions behind fairness solutions. CoRR (2018)
Simon Oya, Carmela Troncoso, Fernando Pérez-González
A Tabula Rasa Approach to Sporadic Location Privacy. CoRR (2018)
Rachel Greenstadt, Damon McCoy, Carmela Troncoso
Editors' Introduction. Proc. Priv. Enhancing Technol. 2018 (2) (2018)
Bogdan Kulynych, Wouter Lueks, Marios Isaakidis, George Danezis, Carmela Troncoso
ClaimChain: Improving the Security and Privacy of In-band Key Distribution for Messaging. WPES@CCS (2018)
Chen Chen, Daniele Enrico Asoni, Adrian Perrig, David Barrera, George Danezis, Carmela Troncoso
TARANET: Traffic-Analysis Resistant Anonymity at the NETwork layer. CoRR (2018)
Rachel Greenstadt, Damon McCoy, Carmela Troncoso
Editors' Introduction. Proc. Priv. Enhancing Technol. 2018 (4) (2018)
Carmela Troncoso, Marios Isaakidis, George Danezis, Harry Halpin
Systematizing Decentralization and Privacy: Lessons from 15 Years of Research and Deployments. Proc. Priv. Enhancing Technol. 2017 (4) (2017)
Simon Oya, Carmela Troncoso, Fernando Pérez-González
Is Geo-Indistinguishability What You Are Looking for? WPES@CCS (2017)
Oliver Kennedy, D. Richard Hipp, Stratos Idreos, Amélie Marian, Arnab Nandi, Carmela Troncoso, Eugene Wu
Small Data. ICDE (2017)
Bogdan Kulynych, Marios Isaakidis, Carmela Troncoso, George Danezis
ClaimChain: Decentralized Public Key Infrastructure. CoRR (2017)
Apostolos Pyrgelis, Carmela Troncoso, Emiliano De Cristofaro
What Does The Crowd Say About You? Evaluating Aggregation-based Location Privacy. CoRR (2017)
Apostolos Pyrgelis, Carmela Troncoso, Emiliano De Cristofaro
Knock Knock, Who's There? Membership Inference on Aggregate Location Data. CoRR (2017)
Simon Oya, Fernando Pérez-González, Carmela Troncoso
Filter design for delay-based anonymous communications. ICASSP (2017)
Bogdan Kulynych, Carmela Troncoso
Feature importance scores and lossless feature pruning using Banzhaf power indices. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carmela Troncoso