Skyld Blog: Insights on AI Model Protection, Threats & Cybersecurity

How Attackers Can Steal AI Models from NVIDIA Jetson Devices?
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How Attackers Can Steal AI Models from NVIDIA Jetson Devices?

Introduction

07 Jul 2026 Marwane El Hani
ModelDNA: Identifying Open-Source AI Architectures from Compiled Models
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ModelDNA: Identifying Open-Source AI Architectures from Compiled Models

05 Jul 2026 Marwane El Hani
Is TensorRT hiding your AI model weights?
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Is TensorRT hiding your AI model weights?

This article aims to show that a compiled TensorRT engine doesn’t encrypt its weights, and that the weights are hard-coded...

04 May 2026 Marwane El Hani
Why on-premises LLM guardrails are a dead-end?
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Why on-premises LLM guardrails are a dead-end?

LLM guardrails principle

09 Apr 2026 Marwane El Hani
White-box LLM Attacks, or the Threat Everyone Ignores
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White-box LLM Attacks, or the Threat Everyone Ignores

From Pixels to Sentences

09 Apr 2026 Marwane El Hani
How to Quantize an AI Model for Deployment?
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How to Quantize an AI Model for Deployment?

Why Quantization? Today, AI models are becoming increasingly large, creating a critical need to reduce their size for deployment, particularly...

11 Feb 2026 Victor Guyomard
When On-Device AI Becomes a Security Flaw: The SafetyCore Case Study
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When On-Device AI Becomes a Security Flaw: The SafetyCore Case Study

Artificial intelligence is increasingly embedded within everyday devices. Smartphones, IoT gadgets, and vehicles now run AI models directly on the...

17 Oct 2025 Victor Guyomard
Can TensorRT AI Models Be Reverse-Engineered?
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Can TensorRT AI Models Be Reverse-Engineered?

TensorRT for accelerating your AI models

26 Sep 2025 Ulysse-neo Lartigaud
Adversarial Patches in the Wild
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Adversarial Patches in the Wild

What if you wanted to make a self-driving car stop in the middle of the highway? Sounds impossible? Let’s see....

06 Jul 2025 Augustin Lavandier