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US Patent 11893111 Defending machine learning systems from adversarial attacks

Patent 11893111 was granted and assigned to Harman International Industries on February, 2024 by the United States Patent and Trademark Office.

OverviewStructured DataIssuesContributors
Is a
Patent
Patent
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Current Assignee
Harman International Industries
Harman International Industries
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Date Filed
November 26, 2019
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Date of Patent
February 6, 2024
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Patent Applicant
Harman International Industries
Harman International Industries
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Patent Application Number
16696144
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Patent Citations
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US Patent 11636332 Systems and methods for defense against adversarial attacks using feature scattering-based adversarial training
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US Patent 10733292 Defending against model inversion attacks on neural networks
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US Patent 10944767 Identifying artificial artifacts in input data to detect adversarial attacks
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US Patent 10984272 Defense against adversarial attacks on neural networks
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US Patent 11526626 Facial anonymization with consistent facial attribute preservation in video
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US Patent 11657153 System and method for detecting an adversarial attack
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Patent Citations Received
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US Patent 12107885 Prompt injection classifier using intermediate results
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US Patent 12130943 Generative artificial intelligence model personally identifiable information detection and protection
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US Patent 12130917 GenAI prompt injection classifier training using prompt attack structures
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US Patent 12111926 Generative artificial intelligence model output obfuscation
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US Patent 12105844 Selective redaction of personally identifiable information in generative artificial intelligence model outputs
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US Patent 12026255 Machine learning model adversarial attack monitoring
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Patent Inventor Names
Shachar Mendelowitz
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George Jose
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Aashish Kumar
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Nir Morgulis
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Sambuddha Saha
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Srinivas Kruthiveti Subrahmanyeswara Sai
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Alexander Kreines
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
11893111
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Patent Primary Examiner
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Dereena T Cattungal
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CPC Code
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G06N 3/04
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G06N 20/00
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G06F 21/554
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