MONITIZER

MONITIZER

Monitizer is a tool for testing, optimizing, and evaluating out-of-distribution detection techniques for neural networks. The current version of hte tool is available on Gitlab.

Team

Research Area

Runtime Monitoring of Neural Network

Runtime Monitoring of Neural Network

We develop runtime monitors for neural networks to improve their reliability.

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Publications

2024
Monitizer: Automating Design and Evaluation of Neural Network Monitors  
Muqsit Azeem, Marta Grobelna, Sudeep Kanav, Jan Křetínský, Stefanie Mohr, Sabine Rieder
International Conference on Computer Aided Verification