The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 26, 2024
Filed:
Oct. 13, 2020
Neurocat Gmbh, Berlin, DE;
Felix Assion, Berlin, DE;
Florens Fabian Gressner, Berlin, DE;
Frank Kretschmer, Cottbus, DE;
Stephan Hinze, Berlin, DE;
Neurocat GmbH, Berlin, DE;
Abstract
Adversarial attacks pose a threat to the functioning of AI systems. A defense generator for dynamically generating at least one AI defense module is provided. A core feature of the invention is that a distribution function is determined for model data. The invention is based on the assumption that the model data belong to a model manifold, or have a similar statistical behavior. Thus, it is possible to determine for an input data set whether the data of the input data set can be associated with an adversarial attack. This is the case, for example, if statistical anomalies are found in the input data set.