Esfandiar Mohammadi

According to our database, Esfandiar Mohammadi authored at least 35 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Differentially Private Inductive Miner.

Max Schulze, Yorck Zisgen, Moritz Kirschte, Esfandiar Mohammadi, Agnes Koschmider

Proceedings of the 6th International Conference on Process Mining, 2024

S-BDT: Distributed Differentially Private Boosted Decision Trees.

Thorsten Peinemann, Moritz Kirschte, Joshua Stock, Carlos Cotrini, Esfandiar Mohammadi

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

$DPM: $ Clustering Sensitive Data through Separation.

Johannes Liebenow, Yara Schütt, Tanya Braun, Marcel Gehrke, Florian Thaeter, Esfandiar Mohammadi

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

MixFlow: Assessing Mixnets Anonymity with Contrastive Architectures and Semantic Network Information.

Reyhane Attarian, Esfandiar Mohammadi, Tao Wang, Emad Heydari Beni

IACR Cryptol. ePrint Arch., 2023

A Toolchain for Privacy-Preserving Distributed Aggregation on Edge-Devices.

Johannes Liebenow, Timothy Imort, Yannick Fuchs, Marcel Heisel, Nadja Käding, Jan Rupp, Esfandiar Mohammadi

CoRR, 2023

S-GBDT: Frugal Differentially Private Gradient Boosting Decision Trees.

Moritz Kirschte, Thorsten Peinemann, Joshua Stock, Carlos Cotrini, Esfandiar Mohammadi

CoRR, 2023

Challenges for AI in Healthcare Systems.

Markus Bertl, Yngve Lamo, Martin Leucker, Tiziana Margaria, Esfandiar Mohammadi, Suresh Kumar Mukhiya, Ludwig Pechmann, Gunnar Piho, Fazle Rabbi

Proceedings of the Bridging the Gap Between AI and Reality, 2023

Towards Privacy and Utility in Tourette TIC Detection Through Pretraining Based on Publicly Available Video Data of Healthy Subjects.

Nele Sophie Brügge, Esfandiar Mohammadi, Alexander Münchau, Tobias Bäumer, Christian Frings, Christian Beste, Veit Rößner, Heinz Handels

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Single SMPC Invocation DPHelmet: Differentially Private Distributed Learning on a Large Scale.

Moritz Kirschte, Sebastian Meiser, Saman Ardalan, Esfandiar Mohammadi

CoRR, 2022

Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions.

Eike Petersen, Yannik Potdevin, Esfandiar Mohammadi, Stephan Zidowitz, Sabrina Breyer, Dirk Nowotka, Sandra Henn, Ludwig Pechmann, Martin Leucker, Philipp Rostalski, Christian Herzog

IEEE Access, 2022

2021

Divide and Funnel: a Scaling Technique for Mix-Networks.

Debajyoti Das, Sebastian Meiser, Esfandiar Mohammadi, Aniket Kate

IACR Cryptol. ePrint Arch., 2021

Learning Numeric Optimal Differentially Private Truncated Additive Mechanisms.

David M. Sommer, Lukas Abfalterer, Sheila Zingg, Esfandiar Mohammadi

CoRR, 2021

Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Technical Challenges and Solutions.

Eike Petersen, Yannik Potdevin, Esfandiar Mohammadi, Stephan Zidowitz, Sabrina Breyer, Dirk Nowotka, Sandra Henn, Ludwig Pechmann, Martin Leucker, Philipp Rostalski, Christian Herzog

CoRR, 2021

2020

Comprehensive Anonymity Trilemma: User Coordination is not enough.

Debajyoti Das, Sebastian Meiser, Esfandiar Mohammadi, Aniket Kate

Proc. Priv. Enhancing Technol., 2020

2019

Privacy Loss Classes: The Central Limit Theorem in Differential Privacy.

David M. Sommer, Sebastian Meiser, Esfandiar Mohammadi

Proc. Priv. Enhancing Technol., 2019

Passive and active attackers in noiseless privacy.

Damien Desfontaines, Elisabeth Krahmer, Esfandiar Mohammadi

CoRR, 2019

Deniable Upload and Download via Passive Participation.

David M. Sommer, Aritra Dhar, Luka Malisa, Esfandiar Mohammadi, Daniel Ronzani, Srdjan Capkun

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

2018

PrivacyBuDe: Privacy Buckets Demo Tight Differential Privacy Guarantees made Simple.

David M. Sommer, Sebastian Meiser, Esfandiar Mohammadi

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

Tight on Budget?: Tight Bounds for r-Fold Approximate Differential Privacy.

Sebastian Meiser, Esfandiar Mohammadi

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

2017

CoverUp: Privacy Through "Forced" Participation in Anonymous Communication Networks.

David M. Sommer, Aritra Dhar, Luka Malisa, Esfandiar Mohammadi, Daniel Ronzani, Srdjan Capkun

IACR Cryptol. ePrint Arch., 2017

Anonymity Trilemma: Strong Anonymity, Low Bandwidth Overhead, Low Latency - Choose Two.

Debajyoti Das, Sebastian Meiser, Esfandiar Mohammadi, Aniket Kate

IACR Cryptol. ePrint Arch., 2017

Ratio Buckets: A Numeric Method for r-Fold Tight Differential Privacy.

Sebastian Meiser, Esfandiar Mohammadi

IACR Cryptol. ePrint Arch., 2017

2016

Abstracting cryptographic protocols.

Esfandiar Mohammadi

PhD thesis, 2016

AnoA: A Framework for Analyzing Anonymous Communication Protocols.

Michael Backes, Aniket Kate, Praveen Manoharan, Sebastian Meiser, Esfandiar Mohammadi

J. Priv. Confidentiality, 2016

Computational Soundness for Dalvik Bytecode.

Michael Backes, Robert Künnemann, Esfandiar Mohammadi

Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

2015

Computational Soundness for Interactive Primitives.

Michael Backes, Esfandiar Mohammadi, Tim Ruffing

Proceedings of the Computer Security - ESORICS 2015, 2015

Symbolic Malleable Zero-Knowledge Proofs.

Michael Backes, Fabian Bendun, Matteo Maffei, Esfandiar Mohammadi, Kim Pecina

Proceedings of the IEEE 28th Computer Security Foundations Symposium, 2015

POSTER: In the Net of the Spider: Measuring the Anonymity-Impact of Network-level Adversaries Against Tor.

Michael Backes, Simon Koch, Sebastian Meiser, Esfandiar Mohammadi, Christian Rossow

Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security, 2015

2014

(Nothing else) MATor(s): Monitoring the Anonymity of Tor's Path Selection.

Michael Backes, Aniket Kate, Sebastian Meiser, Esfandiar Mohammadi

IACR Cryptol. ePrint Arch., 2014

Computational Soundness Results for ProVerif - Bridging the Gap from Trace Properties to Uniformity.

Michael Backes, Esfandiar Mohammadi, Tim Ruffing

Proceedings of the Principles of Security and Trust - Third International Conference, 2014

2013

TUC: Time-sensitive and Modular Analysis of Anonymous Communication.

Michael Backes, Praveen Manoharan, Esfandiar Mohammadi

IACR Cryptol. ePrint Arch., 2013

Privacy-Preserving Accountable Computation.

Michael Backes, Dario Fiore, Esfandiar Mohammadi

Proceedings of the Computer Security - ESORICS 2013, 2013

2012

Ace: an efficient key-exchange protocol for onion routing.

Michael Backes, Aniket Kate, Esfandiar Mohammadi

Proceedings of the 11th annual ACM Workshop on Privacy in the Electronic Society, 2012

2011

Provably Secure and Practical Onion Routing.

Michael Backes, Ian Goldberg, Aniket Kate, Esfandiar Mohammadi

IACR Cryptol. ePrint Arch., 2011

2010

Computationally Sound Abstraction and Verification of Secure Multi-Party Computations.

Michael Backes, Matteo Maffei, Esfandiar Mohammadi

Proceedings of the IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, 2010