Manuela Schrittwieser (@neuralstackms)

Supply Chain Poisoning in AI/ML Pipelines

NeuralStack | MS – AI Security Engineering Summary A modern ML system is assembled, not written. Training corpora are scraped or downloaded, weights are pulled from public hubs, and hundreds of trans

5Oct 6 · 16 min readneuralstackms.tech

Adversarial Attacks on Multi-Modal LLMs: How Image, Audio, and Video Inputs Get Weaponized and How to Defend Against It

NeuralStack | MS — AI Security For most of the past three years, the AI security community's attention has been fixed on text: prompt injection, jailbreak templates, token-level adversarial suffixes.

Sep 22 · 15 min readneuralstackms.tech

How to Write Engineering Content That Actually Gets Read

Most engineering blogs die the same death: a well-intentioned post, three paragraphs of introduction, an unbroken block of text, and a bounce rate that would drive any project manager to despair. The

Sep 8 · 6 min readneuralstackms.tech

Four AI Security Projects You Can Ship in a Month

AI security is a field where the credentialing infrastructure – certifications, courses, CTF badges – has outpaced the tooling infrastructure. Anyone can accumulate OWASP LLM Top 10 flashcard knowledg

2Aug 21 · 8 min readneuralstackms.tech

The Centaur Defense Model – Cooperative Defense Strategies Between Humans and AI

This article analyzes the “Centaur Defense Model,” an advanced security concept in which humans and artificial intelligence (AI) form a united front against malicious or infected systems. The core of

1Jul 27 · 6 min readneuralstackms.tech

Manuela Schrittwieser

About

Available for

Manuela Schrittwieser's blogs

Supply Chain Poisoning in AI/ML Pipelines

Adversarial Attacks on Multi-Modal LLMs: How Image, Audio, and Video Inputs Get Weaponized and How to Defend Against It

How to Write Engineering Content That Actually Gets Read

Four AI Security Projects You Can Ship in a Month

The Centaur Defense Model – Cooperative Defense Strategies Between Humans and AI

Manuela Schrittwieser

About

Available for

Manuela Schrittwieser's blogs

Supply Chain Poisoning in AI/ML Pipelines

Adversarial Attacks on Multi-Modal LLMs: How Image, Audio, and Video Inputs Get Weaponized and How to Defend Against It

How to Write Engineering Content That Actually Gets Read

Four AI Security Projects You Can Ship in a Month

The Centaur Defense Model – Cooperative Defense Strategies Between Humans and AI

Manuela Schrittwieser

About

Available for

Manuela Schrittwieser's blogs

Supply Chain Poisoning in AI/ML Pipelines

Adversarial Attacks on Multi-Modal LLMs: How Image, Audio, and Video Inputs Get Weaponized and How to Defend Against It

How to Write Engineering Content That Actually Gets Read

Four AI Security Projects You Can Ship in a Month

The Centaur Defense Model – Cooperative Defense Strategies Between Humans and AI

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Manuela Schrittwieser

About

Available for

Manuela Schrittwieser's blogs

Supply Chain Poisoning in AI/ML Pipelines

Adversarial Attacks on Multi-Modal LLMs: How Image, Audio, and Video Inputs Get Weaponized and How to Defend Against It

How to Write Engineering Content That Actually Gets Read

Four AI Security Projects You Can Ship in a Month

The Centaur Defense Model – Cooperative Defense Strategies Between Humans and AI