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ORCIDFoMLAS@CAV 2023: Paris, France
- Nina Narodytska, Guy Amir, Guy Katz, Omri Isac:
Proceedings of the 6th Workshop on Formal Methods for ML-Enabled Autonomous Systems, FoMLAS@CAV 2023, Paris, France, July 17-18, 2023. Kalpa Publications in Computing 16, EasyChair 2023 - Matthew L. Daggitt, Wen Kokke, Ekaterina Komendantskaya, Robert Atkey, Luca Arnaboldi, Natalia Slusarz, Marco Casadio, Ben Coke, Jeonghyeon Lee:
The Vehicle Tutorial: Neural Network Verification with Vehicle. 1-5 - Mahum Naseer, Osman Hasan, Muhammad Shafique:
Scaling Model Checking for Neural Network Analysis via State-Space Reduction and Input Segmentation. 6-28 - Avraham Raviv, Yuval Gerber, Liri Benzinou, Michelle Aluf-Medina
, Hillel Kugler:
Prediction and Control of Stochastic Agents Using Formal Methods. 29-34 - Edoardo Manino, Bernardo Magri, Mustafa A. Mustafa, Lucas C. Cordeiro:
Certified Private Inference on Neural Networks via Lipschitz-Guided Abstraction Refinement. 35-46 - Stefano Demarchi, Dario Guidotti, Luca Pulina, Armando Tacchella:
Supporting Standardization of Neural Networks Verification with VNNLIB and CoCoNet. 47-58 - Marco Casadio, Luca Arnaboldi, Matthew L. Daggitt, Omri Isac, Tanvi Dinkar, Daniel Kienitz, Verena Rieser, Ekaterina Komendantskaya:
ANTONIO: Towards a Systematic Method of Generating NLP Benchmarks for Verification. 59-70 - David Boetius, Stefan Leue:
Verifying Global Neural Network Specifications using Hyperproperties. 71-82
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