Alexandra Dmitrienko

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 49

Top Venues

CoRR

NDSS

IACR Cryptol. ePrint Arch.

AsiaCCS

Darmstadt University of Technology (PHD)

Education History

Darmstadt University of Technology

PHD

Publications

Torsten Krauß, Jasper Stang, Alexandra Dmitrienko
Verify your Labels! Trustworthy Predictions and Datasets via Confidence Scores. USENIX Security Symposium (2024)
Thien Duc Nguyen, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Ivan Visconti
Digital Contact Tracing Solutions: Promises, Pitfalls and Challenges. IEEE Trans. Emerg. Top. Comput. 12 (2) (2024)
Alexandra Dmitrienko
Federated Learning Security: From Dusk to Dawn. AsiaCCS (2024)
Torsten Krauß, Jasper Stang, Alexandra Dmitrienko
Cloud-Based Machine Learning Models as Covert Communication Channels. AsiaCCS (2024)
Jasper Stang, Torsten Krauß, Alexandra Dmitrienko
DNNShield: Embedding Identifiers for Deep Neural Network Ownership Verification. CoRR (2024)
Torsten Krauß, Jasper Stang, Alexandra Dmitrienko
ClearStamp: A Human-Visible and Robust Model-Ownership Proof based on Transposed Model Training. USENIX Security Symposium (2024)
Christoph Sendner, Huili Chen, Hossein Fereidooni, Lukas Petzi, Jan König, Jasper Stang, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Farinaz Koushanfar
Smarter Contracts: Detecting Vulnerabilities in Smart Contracts with Deep Transfer Learning. NDSS (2023)
Torsten Krauß, Raphael Götz, Alexandra Dmitrienko
Security of NVMe Offloaded Data in Large-Scale Machine Learning. ESORICS (4) (2023)
Torsten Krauß, Alexandra Dmitrienko
Avoid Adversarial Adaption in Federated Learning by Multi-Metric Investigations. CoRR (2023)
Christoph Sendner, Jasper Stang, Alexandra Dmitrienko, Raveen Wijewickrama, Murtuza Jadliwala
TorMult: Introducing a Novel Tor Bandwidth Inflation Attack. CoRR (2023)
Alexander Hefter, Christoph Sendner, Alexandra Dmitrienko
Metadata-based Malware Detection on Android using Machine Learning. CoRR (2023)
Hossein Fereidooni, Jan König, Phillip Rieger, Marco Chilese, Bora Gökbakan, Moritz Finke, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
AuthentiSense: A Scalable Behavioral Biometrics Authentication Scheme using Few-Shot Learning for Mobile Platforms. CoRR (2023)
Christoph Sendner, Ruisi Zhang, Alexander Hefter, Alexandra Dmitrienko, Farinaz Koushanfar
G-Scan: Graph Neural Networks for Line-Level Vulnerability Identification in Smart Contracts. CoRR (2023)
Christoph Sendner, Lukas Petzi, Jasper Stang, Alexandra Dmitrienko
Vulnerability Scanners for Ethereum Smart Contracts: A Large-Scale Study. CoRR (2023)
Hossein Fereidooni, Alessandro Pegoraro, Phillip Rieger, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning. CoRR (2023)
Hossein Fereidooni, Jan König, Phillip Rieger, Marco Chilese, Bora Gökbakan, Moritz Finke, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
AuthentiSense: A Scalable Behavioral Biometrics Authentication Scheme using Few-Shot Learning for Mobile Platforms. NDSS (2023)
Torsten Krauß, Jasper Stang, Alexandra Dmitrienko
ClearMark: Intuitive and Robust Model Watermarking via Transposed Model Training. CoRR (2023)
Torsten Krauß, Alexandra Dmitrienko
MESAS: Poisoning Defense for Federated Learning Resilient against Adaptive Attackers. CCS (2023)
Christoph Hagen, Christian Weinert, Christoph Sendner, Alexandra Dmitrienko, Thomas Schneider
Contact Discovery in Mobile Messengers: Low-cost Attacks, Quantitative Analyses, and Efficient Mitigations. ACM Trans. Priv. Secur. 26 (1) (2023)
Lukas Petzi, Ala Eddine Ben Yahya, Alexandra Dmitrienko, Gene Tsudik, Thomas Prantl, Samuel Kounev
SCRAPS: Scalable Collective Remote Attestation for Pub-Sub IoT Networks with Untrusted Proxy Verifier. USENIX Security Symposium (2022)
Thien Duc Nguyen, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Ivan Visconti
Digital Contact Tracing Solutions: Promises, Pitfalls and Challenges. CoRR (2022)
Christoph Hagen, Christian Weinert, Christoph Sendner, Alexandra Dmitrienko, Thomas Schneider
Contact Discovery in Mobile Messengers: Low-cost Attacks, Quantitative Analyses, and Efficient Mitigations. IACR Cryptol. ePrint Arch. 2022 (2022)
Thomas Prantl, Simon Engel, André Bauer, Ala Eddine Ben Yahya, Stefan Herrnleben, Lukas Iffländer, Alexandra Dmitrienko, Samuel Kounev
An Experience Report on the Suitability of a Distributed Group Encryption Scheme for an IoT Use Case. VTC Spring (2022)
Hossein Fereidooni, Alexandra Dmitrienko, Phillip Rieger, Markus Miettinen, Ahmad-Reza Sadeghi, Felix Madlener
FedCRI: Federated Mobile Cyber-Risk Intelligence. NDSS (2022)
Christoph Sendner, Lukas Iffländer, Sebastian Schindler, Michael Jobst, Alexandra Dmitrienko, Samuel Kounev
Ransomware Detection in Databases through Dynamic Analysis of Query Sequences. CNS (2022)
Thien Duc Nguyen, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Ivan Visconti
Digital Contact Tracing Solutions: Promises, Pitfalls and Challenges. IACR Cryptol. ePrint Arch. 2022 (2022)
Thomas Prantl, Timo Zeck, André Bauer, Peter Ten, Dominik Prantl, Ala Eddine Ben Yahya, Lukas Iffländer, Alexandra Dmitrienko, Christian Krupitzer, Samuel Kounev
A Survey on Secure Group Communication Schemes With Focus on IoT Communication. IEEE Access 10 (2022)
Phillip Rieger, Torsten Krauß, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
Close the Gate: Detecting Backdoored Models in Federated Learning based on Client-Side Deep Layer Output Analysis. CoRR (2022)
Thomas Prantl, Dominik Prantl, André Bauer, Lukas Iffländer, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer
Benchmarking of Pre- and Post-Quantum Group Encryption Schemes with Focus on IoT. IPCCC (2021)
Thomas Prantl, Peter Ten, Lukas Iffländer, Stefan Herrnleben, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer
Towards a Group Encryption Scheme Benchmark: A View on Centralized Schemes with Focus on IoT. ICPE (2021)
Jasper Stang, Alexandra Dmitrienko, Sascha Roth
RIP StrandHogg: a practical StrandHogg attack detection method on Android. WISEC (2021)
Thomas Prantl, Dominik Prantl, Lukas Beierlieb, Lukas Iffländer, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer
Performance Evaluation for a Post-Quantum Public-Key Cryptosystem. IPCCC (2021)
Christoph Hagen, Christian Weinert, Christoph Sendner, Alexandra Dmitrienko, Thomas Schneider
All the Numbers are US: Large-scale Abuse of Contact Discovery in Mobile Messengers. NDSS (2021)
Oliver Lutz, Huili Chen, Hossein Fereidooni, Christoph Sendner, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Farinaz Koushanfar
ESCORT: Ethereum Smart COntRacTs Vulnerability Detection using Deep Neural Network and Transfer Learning. CoRR (2021)
Lars Baumgärtner, Alexandra Dmitrienko, Bernd Freisleben, Alexander Gruler, Jonas Höchst, Joshua Kühlberg, Mira Mezini, Richard Mitev, Markus Miettinen, Anel Muhamedagic, Thien Duc Nguyen, Alvar Penning, Dermot Frederik Pustelnik, Filipp Roos, Ahmad-Reza Sadeghi, Michael Schwarz, Christian Uhl
Mind the GAP: Security & Privacy Risks of Contact Tracing Apps. TrustCom (2020)
Lars Baumgärtner, Alexandra Dmitrienko, Bernd Freisleben, Alexander Gruler, Jonas Höchst, Joshua Kühlberg, Mira Mezini, Markus Miettinen, Anel Muhamedagic, Thien Duc Nguyen, Alvar Penning, Dermot Frederik Pustelnik, Filipp Roos, Ahmad-Reza Sadeghi, Michael Schwarz, Christian Uhl
Mind the GAP: Security & Privacy Risks of Contact Tracing Apps. CoRR (2020)
Jens Neureither, Alexandra Dmitrienko, David Koisser, Ferdinand Brasser, Ahmad-Reza Sadeghi
LegIoT: Ledgered Trust Management Platform for IoT. ESORICS (1) (2020)
Christoph Hagen, Christian Weinert, Christoph Sendner, Alexandra Dmitrienko, Thomas Schneider
All the Numbers are US: Large-scale Abuse of Contact Discovery in Mobile Messengers. IACR Cryptol. ePrint Arch. 2020 (2020)
Thomas Prantl, Peter Ten, Lukas Iffländer, Alexandra Dmitrienko, Samuel Kounev, Christian Krupitzer
Evaluating the Performance of a State-of-the-Art Group-oriented Encryption Scheme for Dynamic Groups in an IoT Scenario. MASCOTS (2020)
Ferdinand Brasser, Srdjan Capkun, Alexandra Dmitrienko, Tommaso Frassetto, Kari Kostiainen, Ahmad-Reza Sadeghi
DR.SGX: automated and adjustable side-channel protection for SGX using data location randomization. ACSAC (2019)
Lukas Iffländer, Alexandra Dmitrienko, Christoph Hagen, Michael Jobst, Samuel Kounev
Hands Off my Database: Ransomware Detection in Databases through Dynamic Analysis of Query Sequences. CoRR (2019)
André Greubel, Alexandra Dmitrienko, Samuel Kounev
SmarTor: Smarter Tor with Smart Contracts: Improving resilience of topology distribution in the Tor network. ACSAC (2018)
Ferdinand Brasser, Urs Müller, Alexandra Dmitrienko, Kari Kostiainen, Srdjan Capkun, Ahmad-Reza Sadeghi
Software Grand Exposure: SGX Cache Attacks Are Practical. CoRR (2017)
Ferdinand Brasser, Srdjan Capkun, Alexandra Dmitrienko, Tommaso Frassetto, Kari Kostiainen, Urs Müller, Ahmad-Reza Sadeghi
DR.SGX: Hardening SGX Enclaves against Cache Attacks with Data Location Randomization. CoRR (2017)
Stephan Heuser, Bradley Reaves, Praveen Kumar Pendyala, Henry Carter, Alexandra Dmitrienko, William Enck, Negar Kiyavash, Ahmad-Reza Sadeghi, Patrick Traynor
Phonion: Practical Protection of Metadata in Telephony Networks. Proc. Priv. Enhancing Technol. 2017 (1) (2017)
Alexandra Dmitrienko, Christian Plappert
Secure Free-Floating Car Sharing for Offline Cars. CODASPY (2017)
Alexandra Dmitrienko, David Noack, Moti Yung
Secure Wallet-Assisted Offline Bitcoin Payments with Double-Spender Revocation. AsiaCCS (2017)
Ivan Puddu, Alexandra Dmitrienko, Srdjan Capkun
μchain: How to Forget without Hard Forks. IACR Cryptol. ePrint Arch. 2017 (2017)
Ferdinand Brasser, Urs Müller, Alexandra Dmitrienko, Kari Kostiainen, Srdjan Capkun, Ahmad-Reza Sadeghi
Software Grand Exposure: SGX Cache Attacks Are Practical. WOOT (2017)
Alexandra Dmitrienko, Stephan Heuser, Thien Duc Nguyen, Marcos da Silva Ramos, Andre Rein, Ahmad-Reza Sadeghi
Market-Driven Code Provisioning to Mobile Secure Hardware. Financial Cryptography (2015)
Alexandra Dmitrienko, David Noack, Ahmad-Reza Sadeghi, Moti Yung
On Offline Payments with Bitcoin (Poster Abstract). Financial Cryptography Workshops (2014)
Alexandra Dmitrienko, Christopher Liebchen, Christian Rossow, Ahmad-Reza Sadeghi
On the (In)Security of Mobile Two-Factor Authentication. Financial Cryptography (2014)
Christoph Busold, Ahmed Taha, Christian Wachsmann, Alexandra Dmitrienko, Hervé Seudie, Majid Sobhani, Ahmad-Reza Sadeghi
Smart keys for cyber-cars: secure smartphone-based NFC-enabled car immobilizer. CODASPY (2013)
Lucas Vincenzo Davi, Alexandra Dmitrienko, Stefan Nürnberger, Ahmad-Reza Sadeghi
Gadge me if you can: secure and efficient ad-hoc instruction-level randomization for x86 and ARM. AsiaCCS (2013)
Kevin Z. Snow, Fabian Monrose, Lucas Davi, Alexandra Dmitrienko, Christopher Liebchen, Ahmad-Reza Sadeghi
Just-In-Time Code Reuse: On the Effectiveness of Fine-Grained Address Space Layout Randomization. IEEE Symposium on Security and Privacy (2013)
Marcin Nagy, Emiliano De Cristofaro, Alexandra Dmitrienko, N. Asokan, Ahmad-Reza Sadeghi
Do I know you? - Efficient and Privacy-Preserving Common Friend-Finder Protocols and Applications. IACR Cryptol. ePrint Arch. 2013 (2013)
N. Asokan, Alexandra Dmitrienko, Marcin Nagy, Elena Reshetova, Ahmad-Reza Sadeghi, Thomas Schneider, Stanislaus Stelle
CrowdShare: Secure Mobile Resource Sharing. ACNS (2013)
Marcin Nagy, Emiliano De Cristofaro, Alexandra Dmitrienko, N. Asokan, Ahmad-Reza Sadeghi
Do I know you?: efficient and privacy-preserving common friend-finder protocols and applications. ACSAC (2013)
Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Sandeep Tamrakar, Christian Wachsmann
SmartTokens: Delegable Access Control with NFC-enabled Smartphones (Full Version). IACR Cryptol. ePrint Arch. 2012 (2012)
Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Sandeep Tamrakar, Christian Wachsmann
SmartTokens: Delegable Access Control with NFC-Enabled Smartphones. TRUST (2012)
Lucas Davi, Alexandra Dmitrienko, Manuel Egele, Thomas Fischer, Thorsten Holz, Ralf Hund, Stefan Nürnberger, Ahmad-Reza Sadeghi
MoCFI: A Framework to Mitigate Control-Flow Attacks on Smartphones. NDSS (2012)
Sven Bugiel, Lucas Davi, Alexandra Dmitrienko, Thomas Fischer, Ahmad-Reza Sadeghi, Bhargava Shastry
Towards Taming Privilege-Escalation Attacks on Android. NDSS (2012)
Lucas Davi, Alexandra Dmitrienko, Manuel Egele, Thomas Fischer, Thorsten Holz, Ralf Hund, Stefan Nürnberger, Ahmad-Reza Sadeghi
Poster: control-flow integrity for smartphones. CCS (2011)
Alexandra Dmitrienko, Zecir Hadzic, Hans Löhr, Marcel Winandy, Ahmad-Reza Sadeghi
A Security Architecture for Accessing Health Records on Mobile Phones. HEALTHINF (2011)
Lucas Davi, Alexandra Dmitrienko, Christoph Kowalski, Marcel Winandy
Trusted virtual domains on OKL4: secure information sharing on smartphones. STC@CCS (2011)
Sven Bugiel, Lucas Davi, Alexandra Dmitrienko, Stephan Heuser, Ahmad-Reza Sadeghi, Bhargava Shastry
Practical and lightweight domain isolation on Android. SPSM@CCS (2011)
Alexandra Dmitrienko, Zecir Hadzic, Hans Löhr, Ahmad-Reza Sadeghi, Marcel Winandy
Securing the Access to Electronic Health Records on Mobile Phones. BIOSTEC (Selected Papers) (2011)
Sven Bugiel, Lucas Davi, Alexandra Dmitrienko, Thomas Fischer, Ahmad-Reza Sadeghi, Bhargava Shastry
Poster: the quest for security against privilege escalation attacks on android. CCS (2011)
Stephen Checkoway, Lucas Davi, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Hovav Shacham, Marcel Winandy
Return-oriented programming without returns. CCS (2010)
Kari Kostiainen, Alexandra Dmitrienko, Jan-Erik Ekberg, Ahmad-Reza Sadeghi, N. Asokan
Key Attestation from Trusted Execution Environments. TRUST (2010)
Sven Bugiel, Alexandra Dmitrienko, Kari Kostiainen, Ahmad-Reza Sadeghi, Marcel Winandy
TruWalletM: Secure Web Authentication on Mobile Platforms. INTRUST (2010)
Lucas Davi, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Marcel Winandy
Privilege Escalation Attacks on Android. ISC (2010)
Luigi Catuogno, Alexandra Dmitrienko, Konrad Eriksson, Dirk Kuhlmann, Gianluca Ramunno, Ahmad-Reza Sadeghi, Steffen Schulz, Matthias Schunter, Marcel Winandy, Jing Zhan
Trusted Virtual Domains - Design, Implementation and Lessons Learned. INTRUST (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alexandra Dmitrienko