diff --git a/README.md b/README.md
index 04f7891..2ca9e60 100644
--- a/README.md
+++ b/README.md
@@ -12,7 +12,7 @@
 
 This personal research explores abuses and vulnerabilities in AI models, with a focus on backdoor attacks in Large Language Models (LLMs) and related systems.
 
-The main content is the Jupyter Notebook [Abuses and Vulnerabilities in AI Models.ipynb](Abuses_and_Vulnerabilities_in_AI_Models.ipynb), which provides:
+The main content is the Jupyter Notebook [Abuses and Vulnerabilities in AI Models.ipynb](./docs/Abuses_and_Vulnerabilities_in_AI_Models.ipynb), which provides:
 
 *   An overview of backdoor attacks during training and inference.
 *   Discussion of prompt injection and other vulnerabilities.
@@ -21,11 +21,11 @@ The main content is the Jupyter Notebook [Abuses and Vulnerabilities in AI Model
 *   References to relevant research papers.
 *   A summary of the CVSS (Common Vulnerability Scoring System) for evaluating the severity of vulnerabilities.
 
-See the notebook for a detailed exploration of these topics. Or get pdf version [Abuses and Vulnerabilities in AI Models.pdf](Abuses_and_Vulnerabilities_in_AI_Models_Backdoors_in_LLMs_and_Beyond.pdf) is also available.
+See the notebook for a detailed exploration of these topics. Or get pdf version [Abuses and Vulnerabilities in AI Models.pdf](./docs/Abuses_and_Vulnerabilities_in_AI_Models.pdf) is also available.
 
 ## Slides
 
-A presentation summarizing the research is available at the following link: [AI Model Vulnerabilities: Backdoors in LLMs and Beyond](https://example.com/slides)
+A presentation summarizing the research is available at the following link: [AI Model Vulnerabilities: Backdoors in LLMs and Beyond](https://abuses-and-vulnerabilities-in-ai-models-569cfd.gitlab.io/)
 
 To deploy locally, using pnpm and slidev, run the following commands: