Prof. Dr.-Ing. Rafael F. Schaefer
Head of Chair
Since October 1st, 2022 Prof. Rafael Schaefer is the head of the Chair of Information Theory and Machine Learning at TU Dresden.
| Room | | BAR I/66 |
| E-Mail | | rafael.schaefer@tu-dresden.de |
| Google Scholar | | Profil |
Publications (FIS)
139 Entries
2022
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Effects of Quantization on Federated Learning with Local Differential Privacy, 2022, GLOBECOM 2022 - 2022 IEEE Global Communications Conference. p. 921-926, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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How Should IRSs Scale to Harden Multi-Antenna Channels?, 2022, 2022 IEEE 12th Sensor Array and Multichannel Signal Processing Workshop, SAM 2022. IEEE Computer Society, p. 276-280, 5 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Rainbow Differential Privacy, 2022, 2022 IEEE International Symposium on Information Theory, ISIT 2022. Institute of Electrical and Electronics Engineers (IEEE), p. 614-619, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Secure Active and Passive Beamforming in IRS-Aided MIMO Systems, 2022, In: IEEE Transactions on Information Forensics and Security. 17, p. 1300-1315, 16 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Secure and Private Source Coding with Private Key and Decoder Side Information, 2022, 2022 IEEE Information Theory Workshop, ITW 2022. Institute of Electrical and Electronics Engineers (IEEE), p. 226-231, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Secure Joint Communication and Sensing, 2022, 2022 IEEE International Symposium on Information Theory, ISIT 2022. Institute of Electrical and Electronics Engineers (IEEE), p. 844-849, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Trustworthiness Verification and Integrity Testing for Wireless Communication Systems, 2022, ICC 2022 - IEEE International Conference on Communications. Institute of Electrical and Electronics Engineers (IEEE), p. 4830-4835, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
2021
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Semantic Security for Indoor THz-Wireless Communication, 6 Sep 2021, 2021 17th International Symposium on Wireless Communication Systems, ISWCS 2021. VDE Verlag, Berlin [u. a.], p. 1-6Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Securing Massive MIMO Systems: Secrecy for Free with Low-Complexity Architectures, Sep 2021, In: IEEE Transactions on Wireless Communications. 20, 9, p. 5831-5845, 15 p., 9399244Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Differential privacy for eye tracking with temporal correlations, Aug 2021, In: PloS one. 16, 8, e0255979Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Detectability of Denial-of-Service Attacks on Arbitrarily Varying Classical-Quantum Channels, 12 Jul 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 912-917, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Doubly-Exponential Identification via Channels: Code Constructions and Bounds, 12 Jul 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 1147-1152, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Secure Multi-Function Computation with Private Remote Sources, 12 Jul 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 1403-1408, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Algorithmic Detection of Adversarial Attacks on Message Transmission and ACK/NACK Feedback, Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 1-6Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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On the Algorithmic Solvability of Channel Dependent Classification Problems in Communication Systems, Jun 2021, In: IEEE/ACM Transactions on Networking. 29, 3, p. 1155-1168, 14 p., 9374798Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Reinforce Security: A Model-Free Approach towards Secure Wiretap Coding, Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 1-6Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Turing Meets Shannon: Algorithmic Constructability of Capacity-Achieving Codes, Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 1-6Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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An Overview of Information-Theoretic Security and Privacy: Metrics, limits and applications, Mar 2021, In: IEEE Journal on Selected Areas in Information Theory. 2, 1, p. 5-22, 18 p., 9380147Electronic (full-text) versionResearch output: Contribution to journal > Review article
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Controllable Key Agreement with Correlated Noise, Mar 2021, In: IEEE Journal on Selected Areas in Information Theory. 2, 1, p. 82-94, 13 p., 9335630Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Editorial, Mar 2021, In: IEEE Journal on Selected Areas in Information Theory. 2, 1, p. 3-4, 2 p., 9380146Electronic (full-text) versionResearch output: Contribution to journal > Editorial (Lead article)
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6G and the Post-Shannon Theory, 1 Jan 2021, Shaping Future 6G Networks: Needs, Impacts, and Technologies. Bertin, E., Crespi, N. & Magedanz, T. (eds.). Wiley-VHCA, p. 271-294, 24 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Chapter in book/Anthology/Report
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An Optimality Summary: Secret Key Agreement with Physical Unclonable Functions, Jan 2021, In: Entropy. 23, 1, p. 1-23, 23 p., 16Electronic (full-text) versionResearch output: Contribution to journal > Review article
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A Reverse Jensen Inequality Result with Application to Mutual Information Estimation, 2021, 2021 IEEE Information Theory Workshop, ITW 2021 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 1-6Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Communication over Block Fading Channels – An Algorithmic Perspective on Optimal Transmission Schemes, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). p. 4750-4754, 5 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Federated Learning with Local Differential Privacy: Trade-Offs between Privacy, Utility, and Communication, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). p. 2650-2654, 5 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution