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Prof. Dr.-Ing. Alexandra Dmitrienko

Funktionen

  • Professor/in, Vertrauenswürdige Systeme

Die folgenden Publikationen sind in der Online-Universitätsbibliographie der Universität Duisburg-Essen verzeichnet. Weitere Informationen finden Sie gegebenenfalls auch auf den persönlichen Webseiten der Person.

    Artikel in Zeitschriften

  • Hagen, Christoph; Weinert, Christian; Sendner, Christoph; Dmitrienko, Alexandra; Schneider, Thomas
    Contact Discovery in Mobile Messengers : Low-cost Attacks, Quantitative Analyses, and Efficient Mitigations
    In: ACM Transactions on Privacy and Security (TOPS), Jg. 26, 2023, Nr. 1, 2
    DOI, Online Volltext (Open Access)
  • Prantl, Thomas; Zeck, Timo; Bauer, Andre; Ten, Peter; Prantl, Dominik; Yahya, Ala Eddine Ben; Ifflaender, Lukas; Dmitrienko, Alexandra; Krupitzer, Christian; Kounev, Samuel; Bauer, Andre; Ifflaender, Lukas
    A Survey on Secure Group Communication Schemes With Focus on IoT Communication
    In: IEEE Access, Jg. 10, 2022, S. 99944 – 99962
    DOI, Online Volltext (Open Access)
  • Nguyen, Thien Duc; Miettinen, Markus; Dmitrienko, Alexandra; Sadeghi, Ahmad-Reza; Visconti, Ivan
    Digital Contact Tracing Solutions : Promises, Pitfalls and Challenges
    In: IEEE Transactions on Emerging Topics in Computing, Jg. 12, 2022, Nr. 2, S. 483 – 495
    DOI, Online Volltext (Open Access)

    • Preprints

  • Krauß, Torsten; Dashtbani, Hamid; Dmitrienko, Alexandra
    TwinBreak : Jailbreaking LLM Security Alignments based on Twin Prompts
    2025
    DOI, Online Volltext (Open Access)
  • Stang, Jasper; Krauß, Torsten; Dmitrienko, Alexandra
    DNNShield : Embedding Identifiers for Deep Neural Network Ownership Verification
    2024
    DOI, Online Volltext (Open Access)
  • Gadey, Varun; Götz, Raphael; Sendner, Christoph; Sovio, Sampo; Dmitrienko, Alexandra; Goetz, Raphael
    GNN-Based Code Annotation Logic for Establishing Security Boundaries in C Code
    2024
    DOI, Online Volltext (Open Access)
  • Finke, Moritz; Dmitrienko, Alexandra; Stang, Jasper
    SPOQchain : Platform for Secure, Scalable, and Privacy-Preserving Supply Chain Tracing and Counterfeit Protection
    2024
    DOI, Online Volltext (Open Access)
  • Finke, Moritz; Dmitrienko, Alexandra
    Time-Aware Face Anti-Spoofing with Rotation Invariant Local Binary Patterns and Deep Learning
    2024
    DOI, Online Volltext (Open Access)
  • Fereidooni, Hossein; Rieger, Phillip; Chilese, Marco; Finke, Moritz; Dmitrienko, Alexandra; Sadeghi, Ahmad-Reza; König, Jan; Gökbakan, Bora
    AuthentiSense : A Scalable Behavioral Biometrics Authentication Scheme using Few-Shot Learning for Mobile Platforms
    2023
    DOI, Online Volltext (Open Access)
  • Krauß, Torsten; Dmitrienko, Alexandra
    Avoid Adversarial Adaption in Federated Learning by Multi-Metric Investigations
    2023
    DOI, Online Volltext (Open Access)
  • Krauß, Torsten; Stang, Jasper; Dmitrienko, Alexandra
    ClearMark : Intuitive and Robust Model Watermarking via Transposed Model Training
    2023
    DOI, Online Volltext (Open Access)
  • Sendner, Christoph; Zhang, Ruisi; Hefter, Alexander; Dmitrienko, Alexandra; Koushanfar, Farinaz
    G-Scan : Graph Neural Networks for Line-Level Vulnerability Identification in Smart Contracts
    2023
    DOI, Online Volltext (Open Access)
  • Hefter, Alexander; Sendner, Christoph; Dmitrienko, Alexandra
    Metadata-based Malware Detection on Android using Machine Learning
    2023
    DOI, Online Volltext (Open Access)
  • Sendner, Christoph; Stang, Jasper; Dmitrienko, Alexandra; Wijewickrama, Raveen; Jadliwala, Murtuza
    TorMult : Introducing a Novel Tor Bandwidth Inflation Attack
    2023
    DOI, Online Volltext (Open Access)
  • Sendner, Christoph; Petzi, Lukas; Stang, Jasper; Dmitrienko, Alexandra
    Vulnerability Scanners for Ethereum Smart Contracts : A Large-Scale Study
    2023
    DOI, Online Volltext (Open Access)
  • Rieger, Phillip; Krauß, Torsten; Miettinen, Markus; Dmitrienko, Alexandra; Sadeghi, Ahmad-Reza
    CrowdGuard : Federated Backdoor Detection in Federated Learning
    2022
    DOI, Online Volltext (Open Access)

    • Beiträge in Sammelwerken und Tagungsbänden

  • Sanaullah; Jungeblut, Thorsten; Dmitrienko, Alexandra; Byung-Kil, Han; Il Park, Dong
    A Robust Event-to-Spike Conversion Framework Preserving Temporal Dynamics for Spiking Neural Networks in Embodied Robotics
    In: Engineering Applications of Neural Networks: Proceedings Part I / 27th International Conference (EANN 2026); Chania, Greece; July 16–19, 2026 / Iliadis, Lazaros; Maglogiannis, Ilias; Antonakakis, Marios; Jayne, Chrisina (Hrsg.). Cham: Springer, 2026, S. 121 – 134
    DOI
  • Dmitrienko, Alexandra; Krauß, Torsten; Mirsky, Yisroel
    FLux : Covert Channels in FL through Transposed Training
    In: ASIA CCS 2026: Proceedings of the 21st ACM ASIA Conference on Computer and Communications Security / ASIA CCS '26: ACM Asia Conference on Computer and Communications Security, Bangalore, India, June 1 - 5, 2026 / Agrawal, Manindra; Molloy, Ian (Hrsg.). New York: Association for Computing Machinery (ACM), 2026, S. 645 – 660
    DOI (Open Access)
  • Gadey, Varun; Sendner, Christoph; Zimmermann, Keven; Dmitrienko, Alexandra
    RESTing-LLAMA : Large Language Model based REST API Fuzzing
    In: ASIA CCS 2026: Proceedings of the 21st ACM ASIA Conference on Computer and Communications Security / ASIA CCS '26: ACM Asia Conference on Computer and Communications Security, Bangalore, India, June 1 - 5, 2026 / Agrawal, Manindra; Molloy, Ian (Hrsg.). New York: Association for Computing Machinery (ACM), 2026, S. 1156 – 1171
    DOI (Open Access)
  • Petzi, Lukas; Krauß, Torsten; Dmitrienko, Alexandra; Tsudik, Gene
    AuthentiSafe : Lightweight and Future-Proof Device-to-Device Authentication for IoT
    In: Proceedings of the 20th ACM Asia Conference on Computer and Communications Security / ASIA CCS 2025, Hanoi, Vietnam, August 25-29, 2025. New York: ACM, 2025, S. 1050 – 1064
    DOI
  • Sendner, Christoph; Schreider, Dominik; Dmitrienko, Alexandra
    Impact Analysis of Sybil Attacks in the Tor Network
    In: ICT Systems Security and Privacy Protection: Proceedings, Part II / 40th IFIP International Conference, SEC 2025, Maribor, Slovenia, May 21–23, 2025 / Nemec Zlatolas, Lili; Rannenberg, Kai; Welzer, Tatjana; Garcia-Alfaro, Joaquin (Hrsg.). Cham: Springer, 2025, S. 189 – 204
    DOI
  • Götz, Raphael; Sendner, Christoph; undefined, Bruckhoff; Rostami, Mohamadreza; Dmitrienko, Alexandra; Sadeghi, Ahmad-Reza
    RLFuzz : Accelerating Hardware Fuzzing with Deep Reinforcement Learning
    In: IEEE International Symposium on Hardware Oriented Security and Trust / HOST 2025, San Jose, CA, USA, May 5-8, 2025. Piscataway: IEEE, 2025, S. 358 – 369
    DOI
  • Finke, Moritz; Dmitrienko, Alexandra
    Time-Aware Face Anti-Spoofing with Rotation Invariant Local Binary Patterns and Deep Learning
    In: ICT Systems Security and Privacy Protection: Proceedings, Part II / 40th IFIP International Conference, SEC 2025, Maribor, Slovenia, May 21–23, 2025 / Nemec Zlatolas, Lili; Rannenberg, Kai; Welzer, Tatjana (Hrsg.). Cham: Springer, 2025, S. 263 – 277
    DOI
  • Krauß, Torsten; König, Jan; Dmitrienko, Alexandra; Kanzow, Christian
    Automatic Adversarial Adaption for Stealthy Poisoning Attacks in Federated Learning
    In: Network and Distributed System Security Symposium, NDSS 2024 / 31st Annual Network and Distributed System Security Symposium, NDSS 2024, San Diego, California, USA, February 26 - March 1, 2024 / Internet Society -ISOC- (Hrsg.): The Internet Society, 2024
    Online Volltext (Open Access)
  • Krauß, Torsten; Stang, Jasper; Dmitrienko, Alexandra
    ClearStamp: A Human-Visible and Robust Model-Ownership Proof based on Transposed Model Training
    In: Proceedings of the 33rd USENIX Security Symposium / 33rd USENIX Security Symposium (USENIX Security 2024), August 14.-16., 2024, Philadelphia, USA / Balzarotti, Davide; Xu, Wenyuan (Hrsg.). Berkeley: USENIX Association, 2024
    Online Volltext (Open Access)
  • Krauß, Torsten; Stang, Jasper; Dmitrienko, Alexandra
    Cloud-Based Machine Learning Models as Covert Communication Channels
    In: Proceedings of the 19th ACM Asia Conference on Computer and Communications Security / 19th ACM Asia Conference on Computer and Communications Security (ASIA CCS 2024), 1.- 5. July 2024, Singapore / Zhou, Jianying; Quek, Tony Q. S.; Gao, Debin; Cardenas, Alvaro A. (Hrsg.). New York: ACM, 2024, S. 141 – 157
    DOI (Open Access)
  • Rieger, Phillip; Krauß, Torsten; Miettinen, Markus; Dmitrienko, Alexandra; Sadeghi, Ahmad-Reza
    CrowdGuard : Federated Backdoor Detection in Federated Learning
    In: Network and Distributed System Security Symposium, NDSS 2024 / 31st Annual Network and Distributed System Security Symposium, NDSS 2024, San Diego, California, USA, February 26 - March 1, 2024 / Internet Society -ISOC- (Hrsg.): The Internet Society, 2024
    Online Volltext (Open Access)
  • Dmitrienko, Alexandra
    Federated Learning Security : From Dusk to Dawn
    In: Proceedings of the 19th ACM Asia Conference on Computer and Communications Security / 19th ACM Asia Conference on Computer and Communications Security (ASIA CCS 2024), 1.- 5. July 2024, Singapore / Zhou, Jianying; Quek, Tony Q. S.; Gao, Debin; Cardenas, Alvaro A. (Hrsg.). New York: ACM, 2024, S. 1114 – 1114
    DOI (Open Access)
  • Fereidooni, Hossein; Pegoraro, Alessandro; Rieger, Phillip; Dmitrienko, Alexandra; Sadeghi, Ahmad-Reza
    FreqFed : A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning
    In: Network and Distributed System Security Symposium, NDSS 2024 / 31st Annual Network and Distributed System Security Symposium, NDSS 2024, San Diego, California, USA, February 26 - March 1, 2024 / Internet Society -ISOC- (Hrsg.): The Internet Society, 2024
    DOI, Online Volltext (Open Access)
  • Sendner, Christoph; Petzi, Lukas; Stang, Jasper; Dmitrienko, Alexandra
    Large-Scale Study of Vulnerability Scanners for Ethereum Smart Contracts
    In: 45th IEEE Symposium on Security and Privacy : SP 2024 / IEEE Symposium on Security and Privacy, SP 2024, San Francisco, CA, USA, May 19-23, 2024: IEEE, 2024, S. 2273 – 2290
    DOI
  • Sendner, Christoph; Stang, Jasper; Dmitrienko, Alexandra; Wijewickrama, Raveen; Jadliwala, Murtuza
    MirageFlow : A New Bandwidth Inflation Attack on Tor
    In: Network and Distributed System Security Symposium, NDSS 2024 / 31st Annual Network and Distributed System Security Symposium, NDSS 2024, San Diego, California, USA, February 26 - March 1, 2024 / Internet Society -ISOC- (Hrsg.): The Internet Society, 2024
    Online Volltext (Open Access)
  • Petzi, Lukas; Dmitrienko, Alexandra; Visconti, Ivan
    PUF-Based Authentication in IoT Against Strong Physical Adversary Using Zero-Knowledge Proofs
    In: 45th IEEE Symposium on Security and Privacy Workshops : SPW 2024 / IEEE Security and Privacy, SP 2024 - Workshops, San Francisco, CA, USA, May 23, 2024 / IEEE (Hrsg.). Piscataway: IEEE, 2024, S. 312 – 319
    DOI
  • Krauß, Torsten; Stang, Jasper; Dmitrienko, Alexandra
    Verify your Labels! Trustworthy Predictions and Datasets via Confidence Scores
    In: Proceedings of the 33rd USENIX Security Symposium / 33rd USENIX Security Symposium (USENIX Security 2024), August 14.-16., 2024, Philadelphia, USA / Balzarotti, Davide; Xu, Wenyuan (Hrsg.). Berkeley: USENIX Association, 2024, S. 2955 – 2971
    Online Volltext (Open Access)
  • Krauß, Torsten; Dmitrienko, Alexandra
    MESAS : Poisoning Defense for Federated Learning Resilient against Adaptive Attackers
    In: CCS '23: Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security / ACM SIGSAC Conference on Computer and Communications Security (CCS '23: ), November 26. - 30., 2023, Copenhagen, Denmark / Meng, Weizhi; Jensen, Christian Damsgaard; Cremers, Cas; Kirda, Engin (Hrsg.). New York: ACM, 2023, S. 1526 – 1540
    DOI (Open Access)
  • Krauß, Torsten; Götz, Raphael; Dmitrienko, Alexandra
    Security of NVMe Offloaded Data in Large-Scale Machine Learning
    In: Computer Security – ESORICS 2023: Proceedings, Part IV / 28th European Symposium on Research in Computer Security, The Hague, The Netherlands, September 25–29, 2023 / Tsudik, Gene; Conti, Mauro; Liang, Kaitai; Smaragdakis, Georgios (Hrsg.). Cham: Springer, 2023, S. 143 – 163
    DOI
  • Sendner, Christoph; Chen, Huili; Fereidooni, Hossein; Petzi, Lukas; König, Jan; Stang, Jasper; Dmitrienko, Alexandra; Sadeghi, Ahmad-Reza; Koushanfar, Farinaz
    Smarter Contracts : Detecting Vulnerabilities in Smart Contracts with Deep Transfer Learning
    In: 30th Annual Network and Distributed System Security Symposium / 30th Annual Network and Distributed System Security Symposium (NDSS 2023), February 27. - March 3., 2023, San Diego, California, USA,: The Internet Society, 2023
    DOI, Online Volltext (Open Access)
  • Prantl, Thomas; Engel, Simon; Bauer, Andre; Yahya, Ala Eddine Ben; Herrnleben, Stefan; Ifflaender, Lukas; Dmitrienko, Alexandra; Kounev, Samuel; Bauer, Andre
    An Experience Report on the Suitability of a Distributed Group Encryption Scheme for an IoT Use Case
    In: 95th IEEE Vehicular Technology Conference, VTC Spring 2022 / 95th IEEE Vehicular Technology Conference, VTC Spring 2022, Helsinki, Finland, June 19-22, 2022. Piscataway: IEEE, 2022, S. 1 – 7
    DOI
  • Fereidooni, Hossein; Dmitrienko, Alexandra; Rieger, Phillip; Miettinen, Markus; Sadeghi, Ahmad-Reza; Madlener, Felix
    FedCRI : Federated Mobile Cyber-Risk Intelligence
    In: Network and Distributed Systems Security (NDSS) Symposium 2022 / Network and Distributed Systems Security (NDSS) Symposium 2022 24-28 April 2022, San Diego, CA, USA: The Internet Society, 2022
    Online Volltext (Open Access)
  • Sendner, Christoph; Ifflaender, Lukas; Schindler, Sebastian; Jobst, Michael; Dmitrienko, Alexandra; Kounev, Samuel; Ifflander, Lukas
    Ransomware Detection in Databases through Dynamic Analysis of Query Sequences
    In: 10th IEEE Conference on Communications and Network Security, CNS 2022 / CNS 2022, Austin, TX, USA, October 3-5, 2022. Piscataway: IEEE, 2022, S. 326 – 334
    DOI
  • Petzi, Lukas; Yahya, Ala Eddine Ben; Dmitrienko, Alexandra; Tsudik, Gene; Prantl, Thomas; Kounev, Samuel
    SCRAPS : Scalable Collective Remote Attestation for Pub-Sub IoT Networks with Untrusted Proxy Verifier
    In: Proceedings of the 31st USENIX Security Symposium / 31st USENIX Security Symposium, USENIX Security 2022, Boston, MA, USA, August 10-12, 2022 / Butler, Kevin R. B.; Thomas, Kurt (Hrsg.). Berkeley: USENIX Association, 2022, S. 3485 – 3501
    Online Volltext (Open Access)
  • Prantl, Thomas; Zeck, Timo; Ifflaender, Lukas; Beierlieb, Lukas; Dmitrienko, Alexandra; Krupitzer, Christian; Kounev, Samuel; Ifflander, Lukas; Dmitrenko, Alexandra
    Towards a Cryptography Benchmark : A View on Attribute Based Encryption Schemes
    In: 5th Conference on Cloud and Internet of Things, CIoT 2022 / CIoT 2022, Marrakech, Morocco, March 28-30, 2022. Piscataway: IEEE, 2022, S. 158 – 165
    DOI
  • Hagen, Christoph; Weinert, Christian; Sendner, Christoph; Dmitrienko, Alexandra; Schneider, Thomas
    All the Numbers are US : Large-scale Abuse of Contact Discovery in Mobile Messengers
    In: 28th Annual Network and Distributed System Security Symposium / NDSS 2021, virtually, February 21-25, 2021. Reston: The Internet Society, 2021
    Online Volltext
  • Prantl, Thomas; Prantl, Dominik; Bauer, Andre; Iffländer, Lukas; Dmitrienko, Alexandra; Kounev, Samuel; Krupitzer, Christian; Bauer, André; Iffländer, Lukas
    Benchmarking of Pre- and Post-Quantum Group Encryption Schemes with Focus on IoT
    In: 2021 IEEE International Performance, Computing, and Communications Conference (IPCCC) / 2021 IEEE International Performance, Computing, and Communications Conference (IPCCC) : 29-31 Oct. 2021 / IEEE (Hrsg.). Piscataway: IEEE, 2021, S. 1 – 10
    DOI
  • Prantl, Thomas; Prantl, Dominik; Beierlieb, Lukas; Iffländer, Lukas; Dmitrienko, Alexandra; Kounev, Samuel; Krupitzer, Christian
    Performance Evaluation for a Post-Quantum Public-Key Cryptosystem
    In: 2021 IEEE International Performance, Computing, and Communications Conference (IPCCC) / 2021 IEEE International Performance, Computing, and Communications Conference (IPCCC) : 29-31 Oct. 2021 / IEEE (Hrsg.). Piscataway: IEEE, Jg. 2021-October, 2021, S. 1 – 7
    DOI
  • Stang, Jasper; Dmitrienko, Alexandra; Roth, Sascha
    RIP StrandHogg : a practical StrandHogg attack detection method on Android
    In: WiSec '21: 14th ACM Conference on Security and Privacy in Wireless and Mobile Networks / WiSec '21: 14th ACM Conference on Security and Privacy in Wireless and Mobile Networks, Abu Dhabi, United Arab Emirates, 28 June - 2 July, 2021 / Pöpper, Christina; Vanhoef, Mathy; Batina, Lejla; Mayrhofer, René (Hrsg.). New York: ACM, 2021, S. 216 – 226
    DOI
  • Prantl, Thomas; Ten, Peter; Iffländer, Lukas; Herrnleben, Stefan; Dmitrienko, Alexandra; Kounev, Samuel; Krupitzer, Christian; Iffländer, Lukas; Dmitrenko, Alexandra
    Towards a Group Encryption Scheme Benchmark : A View on Centralized Schemes with Focus on IoT
    In: ICPE '21: ACM/SPEC International Conference on Performance Engineering / ICPE '21: ACM/SPEC International Conference on Performance Engineering, Virtual Event, France, April 19-21, 2021 / Bourcier, Johann; Jiang, Zhen Ming (Jack); Bezemer, Cor-Paul; Cortellessa, Vittorio; Pompeo, Daniele Di; Varbanescu, Ana Lucia (Hrsg.). New York: ACM, 2021, S. 233 – 240
    DOI

    • Bücher/Sammelwerke/Tagungsbände

  • Jadliwala, Murtuza; Kim, Yongdae; Dmitrienko, Alexandra (Hrsg.)
    WiSec '22 : 15th ACM Conference on Security and Privacy in Wireless and Mobile Networks
    WiSec '22: 15th ACM Conference on Security and Privacy in Wireless and Mobile Networks, San Antonio, TX, USA, May 16 - 19, 2022,
    ACM2022
    DOI