Aleksey Tonkikh

Research

Optimizing the Running Time of a Trigger Search Algorithm Based on the Principles of Formal Verification of Artificial Neural Networks

Article January 23, 2026

The article examines the problem of scalability of the algorithm for searching for a trigger in images, which is based on the operating principle of the Deep Poly formal verification algorithm. The existing implementation had a number of shortcomings. According to them, the requirements for the optimized version of the algorithm were formulated, which were brought to practical implementation. Achieved 4 times acceleration compared to the original implementation