Esfandiar Mohammadi

53 papers A* 9A 7B 1Misc 2Journal 28Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
DP-HYPE: Distributed Differentially Private Hyperparameter Search.
CoRR
Johannes Liebenow, Thorsten Peinemann, Esfandiar Mohammadi
2025 A* conf
Mixnets on a Tightrope: Quantifying the Leakage of Mix Networks Using a Provably Optimal Heuristic Adversary.
SP
Sebastian Meiser, Debajyoti Das, Moritz Kirschte, Esfandiar Mohammadi, Aniket Kate
2025 J jnl
Non-omniscient backdoor injection with a single poison sample: Proving the one-poison hypothesis for linear regression and linear classification.
CoRR
Thorsten Peinemann, Paula Arnold, Sebastian Berndt, Thomas Eisenbarth, Esfandiar Mohammadi
2025 J jnl
Understanding the Theoretical Guarantees of DPM.
CoRR
Yara Schütt, Esfandiar Mohammadi
2024 A* conf
$DPM: $ Clustering Sensitive Data through Separation.
CCS
Johannes Liebenow, Yara Schütt, Tanya Braun, Marcel Gehrke, Florian Thaeter, Esfandiar Mohammadi
2024 B conf
Differentially Private Inductive Miner.
ICPM
Max Schulze, Yorck Zisgen, Moritz Kirschte, Esfandiar Mohammadi, Agnes Koschmider
2024 J jnl
Differentially Private Inductive Miner.
CoRR
Max Schulze, Yorck Zisgen, Moritz Kirschte, Esfandiar Mohammadi, Agnes Koschmider
2024 A conf
Divide and Funnel: A Scaling Technique for Mix-Networks.
CSF
Debajyoti Das, Sebastian Meiser, Esfandiar Mohammadi, Aniket Kate
2024 J jnl
Lifting in Support of Privacy-Preserving Probabilistic Inference.
Künstliche Intell.
Marcel Gehrke, Johannes Liebenow, Esfandiar Mohammadi, Tanya Braun
2024 J jnl
PrivAgE: A Toolchain for Privacy-Preserving Distributed Aggregation on Edge-Devices.
Künstliche Intell.
Johannes Liebenow, Timothy Imort, Yannick Fuchs, Marcel Heisel, Nadja Käding, Jan Rupp, Esfandiar Mohammadi
2024 A* conf
S-BDT: Distributed Differentially Private Boosted Decision Trees.
CCS
Thorsten Peinemann, Moritz Kirschte, Joshua Stock, Carlos Cotrini, Esfandiar Mohammadi
2023 J jnl
A Toolchain for Privacy-Preserving Distributed Aggregation on Edge-Devices.
CoRR
Johannes Liebenow, Timothy Imort, Yannick Fuchs, Marcel Heisel, Nadja Käding, Jan Rupp, Esfandiar Mohammadi
2023 — conf
Challenges for AI in Healthcare Systems.
AISoLA (Selected Papers)
Markus Bertl, Yngve Lamo, Martin Leucker, Tiziana Margaria, Esfandiar Mohammadi, Suresh Kumar Mukhiya, Ludwig Pechmann, Gunnar Piho, Fazle Rabbi
2023 J jnl
DPM: Clustering Sensitive Data through Separation.
CoRR
Yara Schütt, Johannes Liebenow, Tanya Braun, Marcel Gehrke, Florian Thaeter, Esfandiar Mohammadi
2023 J jnl
MixFlow: Assessing Mixnets Anonymity with Contrastive Architectures and Semantic Network Information.
IACR Cryptol. ePrint Arch.
Reyhane Attarian, Esfandiar Mohammadi, Tao Wang, Emad Heydari Beni
2023 J jnl
S-GBDT: Frugal Differentially Private Gradient Boosting Decision Trees.
CoRR
Moritz Kirschte, Thorsten Peinemann, Joshua Stock, Carlos Cotrini, Esfandiar Mohammadi
2023 Misc conf
Towards Privacy and Utility in Tourette TIC Detection Through Pretraining Based on Publicly Available Video Data of Healthy Subjects.
ICASSP
Nele Sophie Brügge, Esfandiar Mohammadi, Alexander Münchau, Tobias Bäumer, Christian Frings, Christian Beste, Veit Rößner, Heinz Handels
2022 J jnl
Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions.
IEEE Access
Eike Petersen, Yannik Potdevin, Esfandiar Mohammadi, Stephan Zidowitz, Sabrina Breyer, Dirk Nowotka, Sandra Henn, Ludwig Pechmann, Martin Leucker, Philipp Rostalski, Christian Herzog
2022 J jnl
Single SMPC Invocation DPHelmet: Differentially Private Distributed Learning on a Large Scale.
CoRR
Moritz Kirschte, Sebastian Meiser, Saman Ardalan, Esfandiar Mohammadi
2021 J jnl
Divide and Funnel: a Scaling Technique for Mix-Networks.
IACR Cryptol. ePrint Arch.
Debajyoti Das, Sebastian Meiser, Esfandiar Mohammadi, Aniket Kate
2021 J jnl
Learning Numeric Optimal Differentially Private Truncated Additive Mechanisms.
CoRR
David M. Sommer, Lukas Abfalterer, Sheila Zingg, Esfandiar Mohammadi
2021 J jnl
Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Technical Challenges and Solutions.
CoRR
Eike Petersen, Yannik Potdevin, Esfandiar Mohammadi, Stephan Zidowitz, Sabrina Breyer, Dirk Nowotka, Sandra Henn, Ludwig Pechmann, Martin Leucker, Philipp Rostalski, Christian Herzog
2020 J jnl
Comprehensive Anonymity Trilemma: User Coordination is not enough.
Proc. Priv. Enhancing Technol.
Debajyoti Das, Sebastian Meiser, Esfandiar Mohammadi, Aniket Kate
2019 Misc conf
Deniable Upload and Download via Passive Participation.
NSDI
David M. Sommer, Aritra Dhar, Luka Malisa, Esfandiar Mohammadi, Daniel Ronzani, Srdjan Capkun
2019 J jnl
Passive and active attackers in noiseless privacy.
CoRR
Damien Desfontaines, Elisabeth Krahmer, Esfandiar Mohammadi
2019 J jnl
Privacy Loss Classes: The Central Limit Theorem in Differential Privacy.
Proc. Priv. Enhancing Technol.
David M. Sommer, Sebastian Meiser, Esfandiar Mohammadi
2018 A* conf
Anonymity Trilemma: Strong Anonymity, Low Bandwidth Overhead, Low Latency - Choose Two.
IEEE Symposium on Security and Privacy
Debajyoti Das, Sebastian Meiser, Esfandiar Mohammadi, Aniket Kate
2018 J jnl
Privacy Loss Classes: The Central Limit Theorem in Differential Privacy.
IACR Cryptol. ePrint Arch.
David M. Sommer, Esfandiar Mohammadi, Sebastian Meiser
2018 A* conf
PrivacyBuDe: Privacy Buckets Demo Tight Differential Privacy Guarantees made Simple.
CCS
David M. Sommer, Sebastian Meiser, Esfandiar Mohammadi
2018 A* conf
Tight on Budget?: Tight Bounds for r-Fold Approximate Differential Privacy.
CCS
Sebastian Meiser, Esfandiar Mohammadi
2017 J jnl
Anonymity Trilemma: Strong Anonymity, Low Bandwidth Overhead, Low Latency - Choose Two.
IACR Cryptol. ePrint Arch.
Debajyoti Das, Sebastian Meiser, Esfandiar Mohammadi, Aniket Kate
2017 A conf
CoverUp: Privacy Through "Forced" Participation in Anonymous Communication Networks.
AsiaCCS
David M. Sommer, Aritra Dhar, Luka Malisa, Esfandiar Mohammadi, Daniel Ronzani, Srdjan Capkun
2017 J jnl
CoverUp: Privacy Through "Forced" Participation in Anonymous Communication Networks.
IACR Cryptol. ePrint Arch.
David M. Sommer, Aritra Dhar, Luka Malisa, Esfandiar Mohammadi, Daniel Ronzani, Srdjan Capkun
2017 J jnl
Ratio Buckets: A Numeric Method for r-Fold Tight Differential Privacy.
IACR Cryptol. ePrint Arch.
Sebastian Meiser, Esfandiar Mohammadi
2016 — —
Abstracting cryptographic protocols.
Esfandiar Mohammadi
2016 J jnl
AnoA: A Framework for Analyzing Anonymous Communication Protocols.
J. Priv. Confidentiality
Michael Backes, Aniket Kate, Praveen Manoharan, Sebastian Meiser, Esfandiar Mohammadi
2016 A* conf
Computational Soundness for Dalvik Bytecode.
CCS
Michael Backes, Robert Künnemann, Esfandiar Mohammadi
2016 J jnl
Computational Soundness for Dalvik Bytecode.
CoRR
Michael Backes, Robert Künnemann, Esfandiar Mohammadi
2015 — conf
Computational Soundness for Interactive Primitives.
ESORICS (1)
Michael Backes, Esfandiar Mohammadi, Tim Ruffing
2015 A* conf
POSTER: In the Net of the Spider: Measuring the Anonymity-Impact of Network-level Adversaries Against Tor.
CCS
Michael Backes, Simon Koch, Sebastian Meiser, Esfandiar Mohammadi, Christian Rossow
2015 A conf
Symbolic Malleable Zero-Knowledge Proofs.
CSF
Michael Backes, Fabian Bendun, Matteo Maffei, Esfandiar Mohammadi, Kim Pecina
2014 A* conf
(Nothing else) MATor(s): Monitoring the Anonymity of Tor's Path Selection.
CCS
Michael Backes, Aniket Kate, Sebastian Meiser, Esfandiar Mohammadi
2014 J jnl
(Nothing else) MATor(s): Monitoring the Anonymity of Tor's Path Selection.
IACR Cryptol. ePrint Arch.
Michael Backes, Aniket Kate, Sebastian Meiser, Esfandiar Mohammadi
2014 J jnl
AnoA: A Framework For Analyzing Anonymous Communication Protocols.
IACR Cryptol. ePrint Arch.
Michael Backes, Aniket Kate, Praveen Manoharan, Sebastian Meiser, Esfandiar Mohammadi
2014 — conf
Computational Soundness Results for ProVerif - Bridging the Gap from Trace Properties to Uniformity.
POST
Michael Backes, Esfandiar Mohammadi, Tim Ruffing
2014 A conf
TUC: Time-Sensitive and Modular Analysis of Anonymous Communication.
CSF
Michael Backes, Praveen Manoharan, Esfandiar Mohammadi
2013 A conf
AnoA: A Framework for Analyzing Anonymous Communication Protocols.
CSF
Michael Backes, Aniket Kate, Praveen Manoharan, Sebastian Meiser, Esfandiar Mohammadi
2013 A conf
Privacy-Preserving Accountable Computation.
ESORICS
Michael Backes, Dario Fiore, Esfandiar Mohammadi
2013 J jnl
TUC: Time-sensitive and Modular Analysis of Anonymous Communication.
IACR Cryptol. ePrint Arch.
Michael Backes, Praveen Manoharan, Esfandiar Mohammadi
2012 — conf
Ace: an efficient key-exchange protocol for onion routing.
WPES
Michael Backes, Aniket Kate, Esfandiar Mohammadi
2012 A conf
Provably Secure and Practical Onion Routing.
CSF
Michael Backes, Ian Goldberg, Aniket Kate, Esfandiar Mohammadi
2011 J jnl
Provably Secure and Practical Onion Routing.
IACR Cryptol. ePrint Arch.
Michael Backes, Ian Goldberg, Aniket Kate, Esfandiar Mohammadi
2010 — conf
Computationally Sound Abstraction and Verification of Secure Multi-Party Computations.
FSTTCS
Michael Backes, Matteo Maffei, Esfandiar Mohammadi