SPLASH 2025
Sun 12 - Sat 18 October 2025 Singapore
co-located with ICFP/SPLASH 2025
Mon 13 Oct 2025 14:40 - 15:00 at Orchid East - Verification Chair(s): Olivier Danvy

We present PyRAT, a tool based on abstract interpretation to verify the safety and robustness of neural networks. PyRAT uses multiple abstractions to find the reachable states of a neural network starting from its input. Its analysis is fast and accurate. PyRAT has already been used in several industrial and academic collaborations, to ensure safety guarantees, with its second place at the VNN-COMP 2024 showcasing its performance.

Mon 13 Oct

Displayed time zone: Perth change

13:40 - 15:20
VerificationSAS at Orchid East
Chair(s): Olivier Danvy Yale-NUS College and School of Computing, Singapore
13:40
60m
Keynote
Multi-Modal Verification of Distributed Systems in Lean
SAS
Ilya Sergey National University of Singapore
14:40
20m
Talk
Verifying Neural Networks with PyRAT
SAS
Tristan Le Gall CEA LIST, Augustin Lemesle CEA, LIST, France, Julien Lehmann CEA, LIST, France, Zakaria Chihani CEA, LIST, France
15:00
20m
Talk
Enhancing Neural Network Robustness via Synthesis of Repair Programs
SAS