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US Patent 12107885 Prompt injection classifier using intermediate results

Patent 12107885 was granted and assigned to HiddenLayer on October, 2024 by the United States Patent and Trademark Office.

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Patent
Patent
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Patent attributes

Patent Applicant
HiddenLayer
HiddenLayer
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Current Assignee
HiddenLayer
HiddenLayer
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
121078850
Patent Inventor Names
Andrew Davis0
Amelia Kawasaki0
Date of Patent
October 1, 2024
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Patent Application Number
186482520
Date Filed
April 26, 2024
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Patent Citations
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US Patent 10637884 Artificial intelligence system and method for threat anticipation
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US Patent 10803188 Systems and methods for preventing sensitive data sharing
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US Patent 11310270 Systems and methods for intelligent phishing threat detection and phishing threat remediation in a cyber security threat detection and mitigation platform
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US Patent 11483327 Collaborative filtering anomaly detection explainability
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US Patent 11501101 Systems and methods for securing machine learning models
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US Patent 11551137 Machine learning adversarial campaign mitigation on a computing device
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US Patent 11601468 Detection of an adversarial backdoor attack on a trained model at inference time
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...
Patent Primary Examiner
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Joseph P Hirl
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Patent abstract

An analysis engine receives data characterizing a prompt for ingestion by a generative artificial intelligence (GenAI) model. An intermediate result of the GenAI model or a proxy of the GenAI model responsive to the prompt is obtained. The analysis engine, using a prompt injection classifier and the intermediate result, determines whether the prompt comprises or is indicative of malicious content or elicits malicious actions. Data characterizing the determination is provided to a consuming application or process. Related apparatus, systems, techniques and articles are also described.

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