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Prerequisite
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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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Lectures
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Anonymity and Surveillance-Security, Privacy & Anonymity on the Internet
| Type |
Lecture |
| Nr. |
M+I413 |
| Hours per week |
2.0 |
| Content |
- IT-Security
- Internet Forensics
- Anonymity and Pseudonymity
- Linkability, Unobservability, Privacy
- Anonymizer, Digital Mixing, Remailer
- Darknet, Overlay Networks
- TOR, Affiliate Systems
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| Literature |
- 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
| Type |
Lecture |
| Nr. |
M+I408 |
| Hours per week |
2.0 |
| Content |
Internet Architecture (principles and critical discussion of changes)
IPv6
Content Distribution in the Internet (CDNs, P2P systems, Information Centric Networking)
Multimedia communication (new transport protocols, congestion control, quality-of-service
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| Literature |
- J. F. Kurose, K. W. Ross: Computer Networking -- A Top-down Approach Featuring the Internet. Pearson, 2013.
- additional articles and books are presented in the lecture
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Multimedia Databases
| Type |
Lecture |
| Nr. |
M+I405 |
| Hours per week |
2.0 |
| Content |
- Goals and principles of Multimedia Databases
- Meta Data, Features, Segmentation, Query Types, Similarity
- Image Databases, Content Based Retrieval, Semantic Gap, Deep Learning, Data Structures, Images in Oracle, Analysis of wellknown applications like Google Goggles, Pinterest
- Audio Databases, Music Retrieval, Shazam, Audio in Oracle
- Video Databases, Video Features, Data Structures, Netflix, Video in Oracle
- Text Databases
- All Types of Media in one Database
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| Literature |
- L. Dunckley: Multimedia Databases - An Object-Relational Approach, Addison Wesley, 2003
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Blanken, H.M.; de Vries, A.P.; Blok, H.E.; Feng, L. (Eds.): Multimedia Retrieval, Springer-Verlag, 2007 (ebook: http://www.springer.com/computer/database+management+&+information+retrieval/book/978-3-540-72894-8
- S. Rüger: Multimedia Information Retrieval. Morgan & Claypool, 2010
- D.G. Lowe: Distinctive Image Features from Scale-Invariant Keypoints, International Journal of Computer Vision, 60, 2, pp. 91-110, 2004
- A. Wang: An Industrial-Strength Audio Search Algorithm. In ISMIR Procceedings, Baltimore 2003
- J. Sivic and A. Zisserman: Efficient Visual Search for Objects in Videos. Proceedings of the IEEE, Vol. 96, pp. 548-566, 2008
- 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. ebook
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