Marwane El Hani

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