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.

Date of Patent:
Aug. 11, 2026

Filed:

Oct. 04, 2024
Applicant:

The Trustees of the University of Pennsylvania, Philadelphia, PA (US);

Inventors:

George J. Pappas, Wynnewood, PA (US);

Alexander Beck Robey, Pittsburgh, PA (US);

Seyed Hamed Hassani, Philadelphia, PA (US);

Eric Wong, Philadelphia, PA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/55 (2013.01);
U.S. Cl.
CPC ...
G06F 21/554 (2013.01); G06F 2221/033 (2013.01);
Abstract

A method for defending an LLM against a jailbreaking attack includes receiving an input prompt for generating output from the LLM. The method further includes generating N versions of the input prompt, wherein generating each of the N versions includes perturbing the input prompt to generate N perturbed input prompts. The method further includes providing the N perturbed input prompts as input to the LLM, which generates N responses. The method further includes aggregating the responses by estimating a group effect of the perturbed input prompts on the LLM. The method further includes selecting, as output, one of the N responses corresponding to a perturbed input prompt that causes the LLM to generate a response that agrees with the estimated group effect.


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