The Silent Insider: AI as the Next Big Security Backdoor

This article explores the overlooked security risks posed by Artificial Intelligence in modern IT infrastructures. While AI is often promoted as a defensive tool, it can become an insider threat through data poisoning, hidden neural network backdoors, and unintentional data leaks. The article highlights practical strategies to secure AI systems, emphasizing proactive monitoring, rigorous model verification, and maintaining data integrity. It serves as a call to action for organizations to recognize AI not just as a shield, but also as a potential vector for compromise.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-19
DOI
https://doi.org/10.5281/zenodo.17160872
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

The Silent Insider: AI as the Next Big Security Backdoor

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

The Silent Insider: AI as the Next Big Security Backdoor

article en

Abstract

This article explores the overlooked security risks posed by Artificial Intelligence in modern IT infrastructures. While AI is often promoted as a defensive tool, it can become an insider threat through data poisoning, hidden neural network backdoors, and unintentional data leaks. The article highlights practical strategies to secure AI systems, emphasizing proactive monitoring, rigorous model verification, and maintaining data integrity. It serves as a call to action for organizations to recognize AI not just as a shield, but also as a potential vector for compromise.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 34%
Geochemistry and Geologic Mapping
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The Silent Insider: AI as the Next Big Security Backdoor · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS