Florian Merkle

15 papers C 1Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
A Meta Device Model for Automated Security Assessment of Internet of Things Devices.
IOT
Christoph Egger, Matthias Janetschek, Martin Nocker, Florian Merkle, Pascal Schöttle
2025 J jnl
Large-Scale (Semi-)Automated Security Assessment of Consumer IoT Devices - A Roadmap.
CoRR
Pascal Schöttle, Matthias Janetschek, Florian Merkle, Martin Nocker, Christoph Egger
2025 J jnl
Less Is More: The Influence of Pruning on the Explainability of CNNs.
IEEE Access
Florian Merkle, David Weber, Pascal Schöttle, Stephan Schlögl, Martin Nocker
2025 — conf
Protecting Privacy in IoT-Based Deep Learning: State-of-the-Art Methods and Challenges.
ACNS Workshops (1)
Martin Nocker, Florian Merkle, Pascal Schöttle, Matthias Janetschek
2024 J jnl
On the Economics of Adversarial Machine Learning.
IEEE Trans. Inf. Forensics Secur.
Florian Merkle, Maximilian Samsinger, Pascal Schöttle, Tomás Pevný
2024 — conf
Reinforcement learning in autonomous multi-vehicle systems: A structured review.
ICSCA
Florian Merkle, Gregor Blossey, Stefan Haeussler, Manuel Schneckenreither
2023 — conf
Generating Invariance-Based Adversarial Examples: Bringing Humans Back into the Loop.
ICIAP Workshops (1)
Florian Merkle, Mihaela Roxana Sirbu, Martin Nocker, Pascal Schöttle
2023 J jnl
Less is More: The Influence of Pruning on the Explainability of CNNs.
CoRR
David Weber, Florian Merkle, Pascal Schöttle, Stephan Schlögl
2023 — conf
On the Effect of Adversarial Training Against Invariance-based Adversarial Examples.
ICMLT
Roland Rauter, Martin Nocker, Florian Merkle, Pascal Schöttle
2023 J jnl
On the Effect of Adversarial Training Against Invariance-based Adversarial Examples.
CoRR
Roland Rauter, Martin Nocker, Florian Merkle, Pascal Schöttle
2023 C conf
Pruning for Power: Optimizing Energy Efficiency in IoT with Neural Network Pruning.
EANN
Thomas Widmann, Florian Merkle, Martin Nocker, Pascal Schöttle
2022 — conf
Pruning in the Face of Adversaries.
ICIAP (1)
Florian Merkle, Maximilian Samsinger, Pascal Schöttle
2021 J jnl
Pruning in the Face of Adversaries.
CoRR
Florian Merkle, Maximilian Samsinger, Pascal Schöttle
2021 J jnl
When Should You Defend Your Classifier - A Game-theoretical Analysis of Countermeasures against Adversarial Examples.
CoRR
Maximilian Samsinger, Florian Merkle, Pascal Schöttle, Tomás Pevný
2021 — conf
When Should You Defend Your Classifier? - - A Game-Theoretical Analysis of Countermeasures Against Adversarial Examples.
GameSec
Maximilian Samsinger, Florian Merkle, Pascal Schöttle, Tomás Pevný