Migratable adversarial sample attack method based on attention mechanism
A technology of adversarial samples and attention, which is applied in the field of transferable adversarial sample attacks, can solve the problems of low success rate of white-box target attacks, low migration rate of black-box targets, misleading classification models, etc., and achieve the goal of improving the success rate of target attacks Effect
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Example Embodiment
[0044] The following describes the specific embodiments of the present invention to facilitate those skilled in the art to understand the present invention, but it should be clear that the present invention is not limited to the scope of the specific embodiments, for those of ordinary skill in the art, as long as various changes These changes are obvious within the spirit and scope of the present invention defined and determined by the appended claims, and all inventions and creations that utilize the concept of the present invention are protected.
[0045] The embodiment of the present invention provides a transferable anti-sample attack method based on an attention mechanism, which uses an iterative fast gradient symbol attack method based on accumulated momentum in the feature space of the model to destroy the information-rich and the main concern of the model. In order to generate highly mobile adversarial samples with high success rate of white-box target attacks.
[0046] The...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap