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Found 3 papers, 2 papers with code
Comprehensive Assessment of Jailbreak Attacks Against LLMs
Some jailbreak prompt datasets, available from the Internet, can also achieve high attack success rates on many LLMs, such as ChatGLM3, GPT-3. 5, and PaLM2.
Backdoor Attacks Against Dataset Distillation
A model trained on this smaller distilled dataset can attain comparable performance to a model trained on the original training dataset.
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models
As a result, we lack a comprehensive picture of the risks caused by the attacks, e. g., the different scenarios they can be applied to, the common factors that influence their performance, the relationship among them, or the effectiveness of possible defenses.
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