veriFIRE: Verifying an Industrial, Learning-Based Wildfire Detection
System

veriFIRE: Verifying an Industrial, Learning-Based Wildfire Detection System

6 December 2022

Elad Mandelbaum

Papers citing "veriFIRE: Verifying an Industrial, Learning-Based Wildfire Detection System"

16 / 16 papers shown

Title
Proof-Driven Clause Learning in Neural Network Verification Omri Isac Idan Refaeli Haoze Wu Clark W. Barrett Guy Katz 61 0 0 15 Mar 2025
Shield Synthesis for LTL Modulo Theories Andoni Rodríguez Guy Amir Davide Corsi César Sánchez Guy Katz 74 6 0 17 Feb 2025
Hard to Explain: On the Computational Hardness of In-Distribution Model Interpretation Guy Amir Shahaf Bassan Guy Katz 42 2 0 07 Aug 2024
Verification-Guided Shielding for Deep Reinforcement Learning Davide Corsi Guy Amir Andoni Rodríguez César Sánchez Guy Katz Roy Fox AAML OffRL 37 9 0 10 Jun 2024
Local vs. Global Interpretability: A Computational Complexity Perspective Shahaf Bassan Guy Amir Guy Katz 35 6 0 05 Jun 2024
Formally Verifying Deep Reinforcement Learning Controllers with Lyapunov Barrier Certificates Udayan Mandal Guy Amir Haoze Wu Ieva Daukantas Fletcher Lee Newell ... Michael Durling Milan Ganai Tobey Shim Guy Katz Clark W. Barrett 39 7 0 22 May 2024
Analyzing Adversarial Inputs in Deep Reinforcement Learning Davide Corsi Guy Amir Guy Katz Alessandro Farinelli AAML 31 7 0 07 Feb 2024
Formally Explaining Neural Networks within Reactive Systems Shahaf Bassan Guy Amir Davide Corsi Idan Refaeli Guy Katz AAML 25 15 0 31 Jul 2023
DelBugV: Delta-Debugging Neural Network Verifiers R. Elsaleh Guy Katz 40 1 0 29 May 2023
Verifying Generalization in Deep Learning Guy Amir Osher Maayan Tom Zelazny Guy Katz Michael Schapira AAML AI4CE 26 14 0 11 Feb 2023
Towards Formal XAI: Formally Approximate Minimal Explanations of Neural Networks Shahaf Bassan Guy Katz FAtt AAML 29 23 0 25 Oct 2022
Tighter Abstract Queries in Neural Network Verification Elazar Cohen Y. Elboher Clark W. Barrett Guy Katz 30 5 0 23 Oct 2022
Verifying Learning-Based Robotic Navigation Systems Guy Amir Davide Corsi Raz Yerushalmi Luca Marzari D. Harel Alessandro Farinelli Guy Katz 92 37 0 26 May 2022
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks Guy Katz Clark W. Barrett D. Dill Kyle D. Julian Mykel Kochenderfer AAML 231 1,837 0 03 Feb 2017
Safety Verification of Deep Neural Networks Xiaowei Huang M. Kwiatkowska Sen Wang Min Wu AAML 180 932 0 21 Oct 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,835 0 08 Jul 2016