--- title: "#neuralstackms articles | Hashnode" description: "Explore 7 articles tagged #neuralstackms on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/neuralstackms" --- Tag # #neuralstackms 7 posts · 0 followers [Manuela Schrittwieser](https://hashnode.com/@neuralstackms) · [Oct 6](https://hashnode.com/posts/supply-chain-poisoning-in-ai-ml-pipelines/6ac520d1d186d838fdcaf75b) ### [Supply Chain Poisoning in AI/ML Pipelines](https://neuralstackms.tech/supply-chain-poisoning-in-ai-ml-pipelines?utm_source=hashnode&utm_medium=feed) 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 16 min read · [neuralstackms.tech](https://neuralstackms.tech/supply-chain-poisoning-in-ai-ml-pipelines?utm_source=hashnode&utm_medium=feed) [5](https://hashnode.com/posts/supply-chain-poisoning-in-ai-ml-pipelines/6ac520d1d186d838fdcaf75b) [Manuela Schrittwieser](https://hashnode.com/@neuralstackms) · [Aug 21](https://hashnode.com/posts/four-ai-security-projects-you-can-ship-in-a-month/6a88713362e51eaf502780b7) ### [Four AI Security Projects You Can Ship in a Month](https://neuralstackms.tech/four-ai-security-projects-you-can-ship-in-a-month?utm_source=hashnode&utm_medium=feed) Why "one project per week" beats another certification 8 min read · [neuralstackms.tech](https://neuralstackms.tech/four-ai-security-projects-you-can-ship-in-a-month?utm_source=hashnode&utm_medium=feed) [2](https://hashnode.com/posts/four-ai-security-projects-you-can-ship-in-a-month/6a88713362e51eaf502780b7) [Manuela Schrittwieser](https://hashnode.com/@neuralstackms) · [Jul 27](https://hashnode.com/posts/the-centaur-defense-model-cooperative-defense-strategies-between-humans-and-ai/6a674ebc87b2317f1b641ee3) ### [The Centaur Defense Model – Cooperative Defense Strategies Between Humans and AI](https://neuralstackms.tech/the-centaur-defense-model-cooperative-defense-strategies-between-humans-and-ai?utm_source=hashnode&utm_medium=feed) 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 6 min read · [neuralstackms.tech](https://neuralstackms.tech/the-centaur-defense-model-cooperative-defense-strategies-between-humans-and-ai?utm_source=hashnode&utm_medium=feed) [1](https://hashnode.com/posts/the-centaur-defense-model-cooperative-defense-strategies-between-humans-and-ai/6a674ebc87b2317f1b641ee3) [Manuela Schrittwieser](https://hashnode.com/@neuralstackms) · [Jun 29](https://hashnode.com/posts/data-provenance-lineage-governance-as-ai-security-controls/6a42298957ef7b75805c9742) ### [Data Provenance, Lineage & Governance as AI Security Controls](https://neuralstackms.tech/data-provenance-lineage-governance-as-ai-security-controls?utm_source=hashnode&utm_medium=feed) NeuralStack | MS Tech Blog – Databases & Data Engineering in AI Security Engineering, Part 4 of 4 Governance Is Not Compliance Theatre The term "data governance" carries bureaucratic connotations in 14 min read · [neuralstackms.tech](https://neuralstackms.tech/data-provenance-lineage-governance-as-ai-security-controls?utm_source=hashnode&utm_medium=feed) [Manuela Schrittwieser](https://hashnode.com/@neuralstackms) · [Jun 17](https://hashnode.com/posts/rag-under-fire-retrieval-pipeline-vulnerabilities-indirect-prompt-injection/6a326413624edc7d6999b70a) ### [RAG Under Fire: Retrieval Pipeline Vulnerabilities & Indirect Prompt Injection](https://neuralstackms.tech/rag-under-fire-retrieval-pipeline-vulnerabilities-indirect-prompt-injection?utm_source=hashnode&utm_medium=feed) NeuralStack | MS Tech Blog – Databases & Data Engineering in AI Security Engineering, Part 3 of 4 The Retrieval Pipeline as a Trust Boundary Retrieval-Augmented Generation (RAG) is now the dominant a 14 min read · [neuralstackms.tech](https://neuralstackms.tech/rag-under-fire-retrieval-pipeline-vulnerabilities-indirect-prompt-injection?utm_source=hashnode&utm_medium=feed) [Manuela Schrittwieser](https://hashnode.com/@neuralstackms) · [Jun 8](https://hashnode.com/posts/the-hidden-attack-surface-of-vector-databases/6a269ba4ee540b4db70c958d) ### [The Hidden Attack Surface of Vector Databases](https://neuralstackms.tech/the-hidden-attack-surface-of-vector-databases?utm_source=hashnode&utm_medium=feed) NeuralStack | MS Tech Blog – Databases & Data Engineering in AI Security Engineering, Part 2 of 4 A New Storage Primitive, A New Threat Model Vector databases emerged as a distinct infrastructure cat 12 min read · [neuralstackms.tech](https://neuralstackms.tech/the-hidden-attack-surface-of-vector-databases?utm_source=hashnode&utm_medium=feed) [Manuela Schrittwieser](https://hashnode.com/@neuralstackms) · [Jun 1](https://hashnode.com/posts/data-ingestion-attacks-ai-pipeline-security/6a1d53c79e9b5fdbfe9ee96e) ### [Data Ingestion Attacks & AI Pipeline Security](https://neuralstackms.tech/data-ingestion-attacks-ai-pipeline-security?utm_source=hashnode&utm_medium=feed) NeuralStack | MS Tech Blog – Databases & Data Engineering in AI Security Engineering, Part 1 of 4 The Pipeline Is the Attack Surface In classical application security, the perimeter is relatively wel 10 min read · [neuralstackms.tech](https://neuralstackms.tech/data-ingestion-attacks-ai-pipeline-security?utm_source=hashnode&utm_medium=feed)