diff --git a/2_0_vulns/translations/pt-BR/LLM10_ConsumoIrrestrito.md b/2_0_vulns/translations/pt-BR/LLM10_ConsumoIrrestrito.md
index abc777b..e0860ee 100644
--- a/2_0_vulns/translations/pt-BR/LLM10_ConsumoIrrestrito.md
+++ b/2_0_vulns/translations/pt-BR/LLM10_ConsumoIrrestrito.md
@@ -101,10 +101,10 @@ Ataques podem explorar essa vulnerabilidade para interromper serviços, esgotar
 1. [Proof Pudding (CVE-2019-20634)](https://avidml.org/database/avid-2023-v009/) **AVID** (`moohax` & `monoxgas`)
 2. [arXiv:2403.06634 Stealing Part of a Production Language Model](https://arxiv.org/abs/2403.06634) **arXiv**
 3. [Runaway LLaMA | How Meta's LLaMA NLP model leaked](https://www.deeplearning.ai/the-batch/how-metas-llama-nlp-model-leaked/): **Deep Learning Blog**
-4. [I Know What You See](https://arxiv.org/pdf/1803.05847.pdf): **arXiv White Paper**
+4. [You wouldn't download an AI, Extracting AI models from mobile apps](https://altayakkus.substack.com/p/you-wouldnt-download-an-ai): **Substack blog**
 5. [A Comprehensive Defense Framework Against Model Extraction Attacks](https://ieeexplore.ieee.org/document/10080996): **IEEE**
 6. [Alpaca: A Strong, Replicable Instruction-Following Model](https://crfm.stanford.edu/2023/03/13/alpaca.html): **Stanford Center on Research for Foundation Models (CRFM)**
-7. [How Watermarking Can Help Mitigate The Potential Risks Of LLMs](https://www.kdnuggets.com/2023/03/watermarking-help-mitigate-potential-risks-llms.html): **KD Nuggets**
+7. [How Watermarking Can Help Mitigate The Potential Risks Of LLMs?](https://www.kdnuggets.com/2023/03/watermarking-help-mitigate-potential-risks-llms.html): **KD Nuggets**
 8. [Securing AI Model Weights Preventing Theft and Misuse of Frontier Models](https://www.rand.org/content/dam/rand/pubs/research_reports/RRA2800/RRA2849-1/RAND_RRA2849-1.pdf)
 9. [Sponge Examples: Energy-Latency Attacks on Neural Networks: Arxiv White Paper](https://arxiv.org/abs/2006.03463) **arXiv**
 10. [Sourcegraph Security Incident on API Limits Manipulation and DoS Attack](https://about.sourcegraph.com/blog/security-update-august-2023) **Sourcegraph**