SoK: Pitfalls in Evaluating Black-Box Attacks

1 code implementation • 26 Oct 2023 • Fnu Suya, Anshuman Suri, Tingwei Zhang, Jingtao Hong, Yuan Tian, David Evans

However, these works make different assumptions on the adversary's knowledge and current literature lacks a cohesive organization centered around the threat model.

Adversarial Illusions in Multi-Modal Embeddings

1 code implementation • 22 Aug 2023 • Tingwei Zhang, Rishi Jha, Eugene Bagdasaryan, Vitaly Shmatikov

In this paper, we show that multi-modal embeddings can be vulnerable to an attack we call "adversarial illusions."

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