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Empfohlene Vorkenntnisse
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relational and object-relational databases
SQL
at least one programming language, e.g. Java
UML, Entity-Relationship modelling
principles of computer networks
internet protocols
authentication in computer networks
Computer technology, computer networks and cryptography
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Veranstaltungen
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Anonymity and Surveillance-Security, Privacy & Anonymity on the Internet
| Art |
Vorlesung |
| Nr. |
M+I413 |
| SWS |
2.0 |
| Lerninhalt |
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IT-Security
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Internet Forensics
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Anonymity and Pseudonymity
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Linkability, Unobservability, Privacy
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Anonymizer, Digital Mixing, Remailer
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Darknet, Overlay Networks
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TOR, Affiliate Systems
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| Literatur |
- https://www.torproject.org
- https://geti2p.net
- https://www.privacy-handbuch.de/
- https://www.anonym-surfen.de
- AN.ON: Technischer Hintergrund von JAP. http://anon.inf.tu-dresden.de/JAPTechBgPaper.pdf
- Reporters Without Borders (Organisation): Internet access barred aswave of new legislation threatens freedom of Information. http://en.rsf.org/russia-internet-access-barred-as-wave-of-01-11-2012,43627.html.
- Clarke, Ian: The Philosophy behind Freenet. https://freenetproject.org/philosophy.html.
- Chaum, David: Untraceable Electronic Mail, Return Addresses, and Digital Pseudonyms. (1981). https://mirror.robert-marquardt.com/anonbib/cache/chaum-mix.pdf
- Clarke, Ian; Sandberg, Oskar; Toseland, Matthew; Verendel, Vilhelm: Private Communication Through a Network of Trusted - Connections: The Dark Freenet. PET 2010. https://freenetproject.org/papers/freenet-0.7.5-paper.pdf.
- Federrath, Hannes; Golembiewski, Claudia: Speicherung von Nutzungsdaten durch Anonymisierungsdienste im Internet. In: Datenschutz und Datensicherheit 28/8 (2004), 486-490. http://epub.uni-regensburg.de/7349/1/FeGoDuD2004.pdf
- I2P Techincal Introduction. http://www.i2p2.de/techintro.html
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Next Generation Internet
| Art |
Vorlesung |
| Nr. |
M+I408 |
| SWS |
2.0 |
| Lerninhalt |
- Internet Architecture (principles and critical discussion of changes)
- IPv6 - includes IPv6 addresses, ICMPv6, DHCPv6 and transition from IPv4 to IPv6
- Multimedia communication (Streaming with DASH, Congestion Control and ACM, QUIC)
- Content Distribution in the Internet (CDNs, P2P systems, Information Centric Networking)
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| Literatur |
- J. F. Kurose, K. W. Ross: Computer Networking – A Top-down Approach Featuring the Internet, 8. Edition, Pearson, 2021
- additional papers and books will be presented in the lecture
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Multimedia Databases
| Art |
Vorlesung |
| Nr. |
M+I405 |
| SWS |
2.0 |
| Lerninhalt |
- Introduction to Multimedia Databases: Meta Data, Features, Segmentation, Similarity, Data Models
- Technological Foundations: Information Retrieval, Neural Networks, Deep Learning, Architecture of Multimedia Databases
- Image Databases: Meta Data for Images, Semantic Gap, Deep Learning for Images, Image Retrieval, Case Studies
- Audio Databases: Meta Data for Audio, Audio Retrieval , Case Study Shazam
- Video Databases: Meta Data for Video, Deep Learning for Videos, Video Retrieval, Case Studies
- Text Databases: Knowledge in Documents, NLP, TF/IDF, Vector Databases, Large Language Models
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| Literatur |
- Blanken, H.M.; de Vries, A.P.; Blok, H.E.; Feng, L. (Eds.): Multimedia Retrieval, Springer-Verlag, 2007
- S. Rüger: Multimedia Information Retrieval. Morgan & Claypool, 2010
- R. Baeza-Yates and B. Ribeiro-Neto: Modern Information Retrieval - the concepts and technology behind search. ACM Press, 2. Edition, 2011
- A. Géron: Neural Networks and Deep Learning, O’Reilly, 2018
- D. Sullivan: NoSQL for Mere Mortals, Addison Wesley, 2015
- A. Géron: Neural Networks and Deep Learning, O’Reilly, 2018
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