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Florian Merkle
Institution:
Management Center Innsbruck
Observed institutions:
Universität Innsbruck,
Management Center Innsbruck
ORCID:
0000-0003-3562-5265
Observed ORCID:
0000-0003-3562-5265
OpenAlex ID:
A5061203666
Pruning for Power: Optimizing Energy Efficiency in IoT with Neural Network Pruning
2023
·
Thomas Widmann
, Florian Merkle
, et al.
·
Communications in computer and information science
·
17
Less Is More: The Influence of Pruning on the Explainability of CNNs
2025
·
Florian Merkle
, David Weber
, et al.
·
IEEE Access
·
9
On the Economics of Adversarial Machine Learning
2024
·
Florian Merkle
, Maximilian Samsinger
, et al.
·
IEEE Transactions on Information Forensics and Security
·
7
PDF
On the Effect of Adversarial Training Against Invariance-based Adversarial Examples
2023
·
Roland Rauter
, Martin Nocker
, et al.
·
International Conference on Machine Learning Technologies (ICMLT)
·
6
PDF
Pruning in the Face of Adversaries
2022
·
Florian Merkle
, Maximilian Samsinger
, et al.
·
Lecture notes in computer science
·
4
PDF
When Should You Defend Your Classifier? A Game-Theoretical Analysis of Countermeasures Against Adversarial Examples
2021
·
Maximilian Samsinger
, Florian Merkle
, et al.
·
Lecture notes in computer science
·
4
PDF
Large-Scale (Semi-)Automated Security Assessment of Consumer IoT Devices – A Roadmap
2025
·
Pascal Schöttle
, Matthias Janetschek
, et al.
·
International Conference on Smart and Sustainable Technologies (SpliTech)
·
2
PDF
Reinforcement learning in autonomous multi-vehicle systems: A structured review
2024
·
Florian Merkle
, Gregor Blossey
, et al.
·
International Conference on Software and Computer Applications (ICSCA)
·
2
Protecting Privacy in IoT-Based Deep Learning: State-of-the-Art Methods and Challenges
2025
·
Martin Nocker
, Florian Merkle
, et al.
·
Lecture notes in computer science
·
1
Generating Invariance-Based Adversarial Examples: Bringing Humans Back into the Loop
2024
·
Florian Merkle
, Mihaela Roxana Sirbu
, et al.
·
Lecture notes in computer science
·
1
Scalable Generation of Invariance-Based Adversarial Examples Using XAI
2026
·
Samuel Oberhofer
, Martin Nocker
, et al.
·
Lecture notes in computer science
A Meta Device Model for Automated Security Assessment of Internet of Things Devices
2025
·
Christoph Egger
, Matthias Janetschek
, et al.
·
International Conference on the Internet of Things (IoT)
PDF
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Works count:
12
Citation count:
53
H-index:
4
I10-index:
1
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