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)
122 Entries
2021
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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 : JSAIT. 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 : JSAIT. 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 : JSAIT. 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 Inc., 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
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Joint Active and Passive Secure Precoding in IRS-Aided MIMO Systems , 2021, 2021 IEEE Global Communications Conference (GLOBECOM). p. 1-6Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Multiple Noisy Private Remote Source Observations for Secure Function Computation , 2021, 55th Asilomar Conference on Signals, Systems and Computers, ACSSC 2021. Matthews, M. B. (ed.). IEEE Computer Society, p. 690-697, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Quality of Service Guarantees for Physical Unclonable Functions , 2021, 2021 IEEE International Workshop on Information Forensics and Security, WIFS 2021. Institute of Electrical and Electronics Engineers Inc., p. 1-6Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Real number signal processing can detect denial-of-service attacks , 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). p. 4765-4769, 5 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Secure Lossy Function Computation with Multiple Private Remote Source Observations , 2021, WSA 2021 - 25th International ITG Workshop on Smart Antennas. VDE Verlag, Berlin [u. a.], p. 301-306, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
2020
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Secure Transmission in IRS-Assisted MIMO Systems with Active Eavesdroppers , 1 Nov 2020, Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020. Matthews, M. B. (ed.). IEEE Computer Society, p. 718-725, 8 p., 9443329Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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New Capacity Results for Fading Gaussian Multiuser Channels with Statistical CSIT , Nov 2020, In: IEEE Transactions on Communications. 68, 11, p. 6761-6774Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Randomized Nested Polar Subcode Constructions for Privacy, Secrecy, and Storage , 24 Oct 2020, Proceedings of 2020 International Symposium on Information Theory and its Applications, ISITA 2020. Institute of Electrical and Electronics Engineers Inc., p. 475-479, 5 p., 9366150Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Identification Capacity of Channels with Feedback: Discontinuity Behavior, Super-Activation, and Turing Computability , Oct 2020, In: IEEE transactions on information theory. 66, 10, p. 6184-6199, 16 p., 9127469Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Deep learning based wiretap coding via mutual information estimation , 13 Jul 2020, WiseML 2020 - Proceedings of the 2nd ACM Workshop on Wireless Security and Machine Learning. Association for Computing Machinery, p. 74-79, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Stealthy secret key generation , 1 Jun 2020, In: Entropy. 22, 6, 679Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Biometric and Physical Identifiers with Correlated Noise for Controllable Private Authentication , Jun 2020, 2020 IEEE International Symposium on Information Theory, ISIT 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 874-878, 5 p., 9174159Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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On the Algorithmic Computability of Achievability and Converse: ϵ-Capacity of Compound Channels and Asymptotic Bounds of Error-Correcting Codes , Jun 2020, 2020 IEEE International Symposium on Information Theory, ISIT 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2008-2013, 6 p., 9174342Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Hybrid Precoding for Secure Transmission in Reflect-Array-Assisted Massive MIMO Systems , May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8693-8697, 5 p., 9053253Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Linear Precoder Design for Physical Layer Security via Reconfigurable Intelligent Surfaces , May 2020, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020. Institute of Electrical and Electronics Engineers Inc., 9153886Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Low-Complexity and Reliable Transforms for Physical Unclonable Functions , May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2807-2811, 5 p., 9053107Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Neural Mutual Information Estimation for Channel Coding: State-of-The-Art Estimators, Analysis, and Performance Comparison , May 2020, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020. Institute of Electrical and Electronics Engineers Inc., 9154239Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution