Florian Merkle

According to our database, Florian Merkle authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

On the Economics of Adversarial Machine Learning.

Florian Merkle, Maximilian Samsinger, Pascal Schöttle, Tomás Pevný

IEEE Trans. Inf. Forensics Secur., 2024

Reinforcement learning in autonomous multi-vehicle systems: A structured review.

Florian Merkle, Gregor Blossey, Stefan Haeussler, Manuel Schneckenreither

Proceedings of the 13th International Conference on Software and Computer Applications, 2024

2023

Less is More: The Influence of Pruning on the Explainability of CNNs.

David Weber, Florian Merkle, Pascal Schöttle, Stephan Schlögl

CoRR, 2023

On the Effect of Adversarial Training Against Invariance-based Adversarial Examples.

Roland Rauter, Martin Nocker, Florian Merkle, Pascal Schöttle

Proceedings of the 8th International Conference on Machine Learning Technologies, 2023

Generating Invariance-Based Adversarial Examples: Bringing Humans Back into the Loop.

Florian Merkle, Mihaela Roxana Sirbu, Martin Nocker, Pascal Schöttle

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

Pruning for Power: Optimizing Energy Efficiency in IoT with Neural Network Pruning.

Thomas Widmann, Florian Merkle, Martin Nocker, Pascal Schöttle

Proceedings of the Engineering Applications of Neural Networks, 2023

2022

Pruning in the Face of Adversaries.

Florian Merkle, Maximilian Samsinger, Pascal Schöttle

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021

When Should You Defend Your Classifier? - - A Game-Theoretical Analysis of Countermeasures Against Adversarial Examples.

Maximilian Samsinger, Florian Merkle, Pascal Schöttle, Tomás Pevný

Proceedings of the Decision and Game Theory for Security - 12th International Conference, 2021