Safe inference using representation engineering.
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View Code? Open in Web Editor NEW:lock_with_ink_pen: Safe inference using representation engineering.
License: MIT License
:lock_with_ink_pen: Safe inference using representation engineering.
License: MIT License
Make some scripts and modules to easily reproduce attacks.
Make some scripts and modules to easily scale reading.
Expand the list of models to attack and evaluate the detection method on. The idea is to verify the effectiveness of the detection method.
And if possible, see if the some patterns appear when different models are attacked by different methods.
Extend concept reading with text datasets.
Representation
.Detect concepts activated by the attack using images instead of text when building contrast vectors.
Attacking the text modality with BERT-Attack. The attack was initially developed on BERT, thus it should be adapted to the targeted LLM.
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