METHOD OF GENERATING CONTENTIOUS EXAMPLES FOR NETWORK INTRUSION DETECTION SYSTEM Russian patent published in 2025 - IPC G06F21/55 G06N3/08 

FIELD: computer equipment.

SUBSTANCE: in the method of generating contentious examples for a network intrusion detection system, before testing in a real industrial system, a matrix of directions for dependence of features in the generated feature space is further constructed, then for each feature of the found contentious example, the value of which in the initial example has been changed, checking its dependent features determined in the feature dependency matrix, whether the direction of change of these dependent features corresponds to the correct direction given in the dependency directions matrix, and proceeding with testing according to the result or not accepting as an effective contentious example.

EFFECT: high speed of searching for efficient contentious examples.

1 cl, 2 dwg