Completed Theses

Anomaly detection on encrypted data in industrial control systems
Anomaly detection on encrypted data in industrial control systems
In-depth investigation into Catastrophic Forgetting in Distributed Analytics using Model Averaging
In-depth investigation into Catastrophic Forgetting in Distributed Analytics using Model Averaging
Utilizing Chatbots to Gamify Learning Activities and Their Effect on Motivation
Utilizing Chatbots to Gamify Learning Activities and Their Effect on Motivation
Membership Inference Attacks against Generative Models and Differential Privacy Defense
Membership Inference Attacks against Generative Models and Differential Privacy Defense
A Web Frontend for Blockchain-based Proofs of Qualification
A Web Frontend for Blockchain-based Proofs of Qualification
Executing Stream Processing Operators on Programmable Networking Devices
Executing Stream Processing Operators on Programmable Networking Devices
Efficient Metadata Management in Industrial Data Lakes for High Pressure Die Casting
Efficient Metadata Management in Industrial Data Lakes for High Pressure Die Casting
A Hybrid and Platform-Agnostic Stream Processing Architecture
A Hybrid and Platform-Agnostic Stream Processing Architecture
Untersuchung der Auswirkung der Durchdringung von Messtechnik auf die Güte der Netzüberwachung
Untersuchung der Auswirkung der Durchdringung von Messtechnik auf die Güte der Netzüberwachung
Privacy-Preserving Federated Learning for Phishing Detection
Cryptographic-based Privacy-Preserving Machine Learning for URL Phishing Detection
Personalized Federated Hetero-task Learning on Graph Data
Personalized Federated Hetero-task Learning on Graph Data
Automatic Response and Recovery of Phishing Email
Developing a Library for the Personal Health Train
Algorithmic Approaches to Overlapping Community Detection – Label Propagation Algorithm with Neighbor Node Influence
Algorithmic Approaches to Overlapping Community Detection - Label Propagation Algorithm with Neighbor Node Influence
A Practical Look at Membership Inference Attacks and Differential Privacy Protection on Data with Re-occurring Information
A Practical Look at Membership Inference Attacks and Differential Privacy Protection on Data with Re-occurring Information
Decentralized Identity and Access Management for Distributed Machine Learning Systems
Decentralized Identity and Access Management for Distributed Machine Learning Systems
Bridging the gap between design and deployment of statistical analyses in Distributed Analytics
Bridging the gap between design and deployment of statistical analyses in Distributed Analytics
Development of a Data Ecosystem Model for the Context of Procurement
Development of a Data Ecosystem Model for the Context of Procurement
Algorithmic Approaches to Overlapping Community Detection – Local Optimization Algorithm based on Cliques
Algorithmic Approaches to Overlapping Community Detection - Local Optimization Algorithm based on Cliques
Algorithmic Approaches to Overlapping Community Detection – Clustering Graphs into Subgraphs
Algorithmic Approaches to Overlapping Community Detection - Clustering Graphs into Subgraphs
Time-series based Academic Trend and Downtrend Detection
Analysis of literature in scientific conferences and journals to identify and describe the evolution of trends is valuable for supporting the dissemination and distribution of knowledge in a large-scale decentralized research community. A trend is an increase in popularity, while a downtrend describes a decrease in popularity of a certain topic. The goal of this ...
Defense against Data Poisoning Attacks in Federated Learning
Defense against Data Poisoning Attacks in Federated Learning
Web Frontend for the Gamification of Habit Forming in Distance Education
The implementation of game-design features and gaming concepts in non-game environments is known as gamification, whereas habit development is the process through which a behavior becomes automatic or habitual via repeated repetition. The goal of this thesis is to use the open-source Gamification Framework developed at our chair in the context of seminar papers and ...
Algorithmic Approaches to Overlapping Community Detection – Community Overlap PRopagation Algorithm (COPRA)
Algorithmic Approaches to Overlapping Community Detection - Community Overlap PRopagation Algorithm (COPRA)

DBIS

Completed Theses

Anomaly detection on encrypted data in industrial control systems

In-depth investigation into Catastrophic Forgetting in Distributed Analytics using Model Averaging

Utilizing Chatbots to Gamify Learning Activities and Their Effect on Motivation

Membership Inference Attacks against Generative Models and Differential Privacy Defense

A Web Frontend for Blockchain-based Proofs of Qualification

Executing Stream Processing Operators on Programmable Networking Devices

Efficient Metadata Management in Industrial Data Lakes for High Pressure Die Casting

A Hybrid and Platform-Agnostic Stream Processing Architecture

Untersuchung der Auswirkung der Durchdringung von Messtechnik auf die Güte der Netzüberwachung

Privacy-Preserving Federated Learning for Phishing Detection

Cryptographic-based Privacy-Preserving Machine Learning for URL Phishing Detection

Personalized Federated Hetero-task Learning on Graph Data

Automatic Response and Recovery of Phishing Email

Developing a Library for the Personal Health Train

Algorithmic Approaches to Overlapping Community Detection – Label Propagation Algorithm with Neighbor Node Influence

A Practical Look at Membership Inference Attacks and Differential Privacy Protection on Data with Re-occurring Information

Decentralized Identity and Access Management for Distributed Machine Learning Systems

Bridging the gap between design and deployment of statistical analyses in Distributed Analytics

Development of a Data Ecosystem Model for the Context of Procurement

Algorithmic Approaches to Overlapping Community Detection – Local Optimization Algorithm based on Cliques

Algorithmic Approaches to Overlapping Community Detection – Clustering Graphs into Subgraphs

Time-series based Academic Trend and Downtrend Detection

Defense against Data Poisoning Attacks in Federated Learning

Web Frontend for the Gamification of Habit Forming in Distance Education

Algorithmic Approaches to Overlapping Community Detection – Community Overlap PRopagation Algorithm (COPRA)

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