Omri Isac
Publications
A Certified Proof Checker for Deep Neural Network Verification in Imandra
R. Desmartin*, O. Isac*, E. Komendantskaya, K. Stark, G. Passmore and G. Katz
Proc. 16th Int. Conf. on Interactive Theorem Proving (ITP), September 2025
​*Equal contribution
Abstraction-Based Proof Production in Formal Verification of Neural Networks
Y. Y. Elboher, O. Isac, G. Katz, T. Ladner, and H. Wu
Proc. 8th Int. Symposium on AI Verification (SAIV), July 2025
Proof-Driven Clause Learning in Neural Network Verification
O. Isac*, I. Refaeli*, H.Wu, C. Barrett and G. Katz
​*Equal contribution
Neural Network Verification is a Programming Language Challenge
L. Cordeiro, M. Daggitt, J. Girard-Satabin, O. Isac, T. Johnson, G. Katz, E. Komendantskaya, A. Lemesle, E. Manino, A. Šinkarovs and H. Wu
Proc. 34th European Symposium on Programming (ESOP), May 2025
NLP Verification: Towards a General Methodology for Certifying Robustness
M. Casadio, T. Dinkar, E. Komendantskaya, L. Arnaboldi, O. Isac, M. L. Daggitt, G. Katz, V. Rieser and O. Lemon
​European Journal of Applied Mathematics, 2025
Robustness Assessment of a Runway Object Classifier for Safe Aircraft Taxiing
Y. Elboher*, R. Elsaleh*, O. Isac*, M. Ducoffe, A. Galametz, G. Povéda, R. Boumazouza, N. Cohen and G. Katz
Best of Session Award, Proc. 43rd Digital Avionics Systems Conf. (DASC), September 2024
[PDF]
*Equal contribution
Marabou 2.0: A Versatile Formal Analyzer of Neural Networks
H. Wu, O. Isac, A. Zeljić, T. Tagomori, M. Daggitt, W. Kokke, I. Refaeli, G. Amir, K. Julian, S. Bassan, P. Huang, O. Lahav, M. Wu, M. Zhang, E. Komendantskaya, G. Katz and C. Barrett
Proc. 36th Int. Conf. on Computer Aided Verification (CAV), July 2024
Towards a Certified Proof Checker for Deep Neural Network Verification
R. Desmartin*, O. Isac*, G. Passmore, K. Stark, E. Komendantskaya and G. Katz
Best Short-Paper Award, Proc. 33rd Int. Symposium on Logic-based Program Synthesis and Transformation (LOPSTR), October 2023
[PDF]
*Equal contribution
DNN Verification, Reachability, and the Exponential Function Problem
O. Isac, Y. Zohar, C. Barrett and G. Katz
Proc. 34th Int. Conf. on Concurrency Theory (CONCUR), September 2023
[PDF]
ANTONIO: Towards a Systematic Method of Generating NLP Benchmarks for Verification
M. Casadio, L. Arnaboldi, M. L. Daggitt, O. Isac, T. Dinkar, D. Kienitz, V. Rieser and E. Komendantskaya
Proc. 6th Workshop on Formal Methods for ML-Enabled Autonomous Systems (FoMLAS), July 2023
[PDF]
Neural Network Verification with Proof Production
O. Isac, C. Barrett, M. Zhang and G. Katz
Proc. 22nd Int. Conf. on Formal Methods in Computer-Aided Design (FMCAD),
October 2022
[PDF]