How AI will affect cybersecurity: What we told the CFTC

Dan Guido, CEO The second meeting of the Commodity Futures Trading Commission’s Technology Advisory Committee (TAC) on July 18 focused on the effects of AI on the financial sector. During the meeting, I explained that AI has the potential to fundamentally change the balance between cyber offense and defense, and that we need security-focused benchmarks […]

July 31, 2023
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Indirect Instruction Injection in Multi-Modal LLMs

Interesting research: “(Ab)using Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs“:

Abstract: We demonstrate how images and sounds can be used for indirect prompt and instruction injection in multi-modal LLMs. An attacker generates an adversarial perturbation corresponding to the prompt and blends it into an image or audio recording. When the user asks the (unmodified, benign) model about the perturbed image or audio, the perturbation steers the model to output the attacker-chosen text and/or make the subsequent dialog follow the attacker’s instruction. We illustrate this attack with several proof-of-concept examples targeting LLaVa and PandaGPT…

July 28, 2023
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