# LLM Memory Extraction

Does ChatGPT leak training data?

Today's comic is based on the recent work by [**Milad Nasr**](https://www.linkedin.com/feed/#), Nicholas Carlini, [**Jonathan Hayase**](https://www.linkedin.com/feed/#), [**Matthew Jagielski**](https://www.linkedin.com/feed/#), [**A. Feder Cooper**](https://www.linkedin.com/feed/#), Daphne Ippolito, Christopher A. Choquette-Choo, Eric Wallace, [**Florian Tramèr**](https://www.linkedin.com/feed/#) and Katherine Lee.

You can read the full paper at [https://arxiv.org/abs/2311.17035](https://www.linkedin.com/feed/#).

---

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1701697753676/8f459540-626e-4f7c-9f0a-02d4ca8a7a3d.png align="center")

---

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1701697763821/bd143686-7d79-48f3-a33e-b38fa36e8141.png align="center")

---

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1701697773468/45e2a049-2df0-4442-9c4f-f52ad258ac8d.png align="center")

---

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1701697783007/3cb9119e-5ec1-4807-a463-1f52e14ddf1c.png align="center")

---

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1701697791355/6383a685-10b0-4d3f-acf6-fe37bc702391.png align="center")

---

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1701697799054/891b501d-3f55-45ec-85b7-3f752abbd6f4.png align="center")
