# AI Red Team

Published articles for AI Red Team.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Why Your AI Application Is Exposed

DevFeed: [Why Your AI Application Is Exposed](<https://devfeed.tech/articles/why-your-ai-application-is-exposed-8254.md>)

Original publisher: [Read original article](<https://snyk.io/blog/why-your-ai-application-is-exposed/>)

Author: Damian Tommasino

Published: 2026-08-26T04:00:00Z

Content type: article

Language: en

Sources: [Blog RSS Feed | Snyk](<https://devfeed.tech/sources/blog-rss-feed-snyk.md>)

Topics: [Application Security](<https://devfeed.tech/topics/application-security.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [vulnerability](<https://devfeed.tech/topics/vulnerability.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [Retrieval Augmented Generation (RAG)](<https://devfeed.tech/topics/retrieval-augmented-generation-rag.md>), [Machine Learning, Security Attacks](<https://devfeed.tech/topics/machine-learning-security-attacks.md>), [data](<https://devfeed.tech/topics/data.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-red-team](<https://devfeed.tech/tags/ai-red-team.md>), [application-security](<https://devfeed.tech/tags/application-security.md>), [awareness](<https://devfeed.tech/tags/awareness.md>), [blog](<https://devfeed.tech/tags/blog.md>), [devops](<https://devfeed.tech/tags/devops.md>), [executive](<https://devfeed.tech/tags/executive.md>), [interest](<https://devfeed.tech/tags/interest.md>), [llm](<https://devfeed.tech/tags/llm.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [rag](<https://devfeed.tech/tags/rag.md>), [security](<https://devfeed.tech/tags/security.md>), [testing](<https://devfeed.tech/tags/testing.md>), [vulnerability](<https://devfeed.tech/tags/vulnerability.md>)

### AI overview

The article explains why AI applications can pass conventional security scans and model evaluations while remaining exploitable through chained interactions among prompts, language models, retrieval, tools, and backend workflows. It presents DAST, AI penetration testing, and AI red teaming as complementary lenses for identifying exposed surfaces, exploitable paths, and real-world adversary outcomes.

### Source excerpt

AI applications can pass security scans yet remain exploitable through chained attacks across models, tools, data, and business workflows. Learn how DAST, AI pentesting, and red teaming work together to expose end-to-end risk.

## The Evolving Role of the Red Team in the Era of Agentic Security

DevFeed: [The Evolving Role of the Red Team in the Era of Agentic Security](<https://devfeed.tech/articles/the-evolving-role-of-the-red-team-in-the-era-of-agentic-security-7633.md>)

Original publisher: [Read original article](<https://blog.google/security/the-evolving-role-of-the-red-team-in-the-era-of-agentic-security/>)

Author: Daniel Fabian

Published: 2026-08-13T10:20:00Z

Content type: opinion

Language: en

Sources: [Security](<https://devfeed.tech/sources/security.md>)

Topics: [Security Attacks](<https://devfeed.tech/topics/security-attacks.md>), [AI Bots](<https://devfeed.tech/topics/ai-bots.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-red-team](<https://devfeed.tech/tags/ai-red-team.md>), [attacks](<https://devfeed.tech/tags/attacks.md>), [automation](<https://devfeed.tech/tags/automation.md>), [none](<https://devfeed.tech/tags/none.md>), [ransomware](<https://devfeed.tech/tags/ransomware.md>), [security](<https://devfeed.tech/tags/security.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>)

### AI overview

Google argues that AI is changing cyberattacks by enabling greater sophistication, scale, and speed, and that red teams must adapt to this agentic security landscape.

### Source excerpt

At Google, our Red Teams have always operated on the cutting edge of security. We've shared our journey in the past: from the high-stakes operations showcased in our Hac...

## Four Ways to Deploy More Secure AI Agents

DevFeed: [Four Ways to Deploy More Secure AI Agents](<https://devfeed.tech/articles/four-ways-to-deploy-more-secure-ai-agents-6822.md>)

Original publisher: [Read original article](<https://developer.nvidia.com/blog/four-ways-to-deploy-more-secure-ai-agents/>)

Author: Michelle Horton

Published: 2026-07-30T21:09:59Z

Content type: article

Language: en

Sources: [NVIDIA Developer](<https://devfeed.tech/sources/nvidia-developer.md>), [NVIDIA Technical Blog](<https://devfeed.tech/sources/nvidia-technical-blog.md>)

Topics: [AI Bots](<https://devfeed.tech/topics/ai-bots.md>), [Language models](<https://devfeed.tech/topics/language-models.md>)

Tags: [agentic-ai-generative-ai](<https://devfeed.tech/tags/agentic-ai-generative-ai.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-red-team](<https://devfeed.tech/tags/ai-red-team.md>), [bash](<https://devfeed.tech/tags/bash.md>), [featured](<https://devfeed.tech/tags/featured.md>), [secrets](<https://devfeed.tech/tags/secrets.md>), [trustworthy-ai-cybersecurity](<https://devfeed.tech/tags/trustworthy-ai-cybersecurity.md>)

### AI overview

The article examines recurring security failures in AI agents and recommends access controls, least-privilege permissions, and safeguards for tool execution, network access, and secrets.

### Source excerpt

Knowledge workers are increasingly integrating AI agents into their workflows. Agents that function as "digital coworkers" offer clear benefits. For example,...