ai-securityred-teamingtesting+1 more
Red Teaming AI Agents: A Testing and Validation Playbook
How to red team AI agents for prompt injection, tool abuse, data leakage, and more. Actionable test scenarios you can run today.
9 min read
Blog
Insights, tutorials, and best practices for secure development
ai-securitysecurity-architectureai-agents+1 more
AI Agent Security Controls: A Defense-in-Depth Architecture
Reference architecture for securing AI agents with layered controls: auth, secrets handling, sandboxing, I/O filtering, rate limiting, and audit logging.
9 min read
ai-securityhallucinationsai-agents+1 more
When Your AI Agent Is the Vulnerability: Hallucinations and Unsafe Autonomy
AI agents hallucinate commands, misparse tool outputs, and loop destructively. Learn to design for model unreliability before it costs you.
8 min read
ai-securitythreat-modelingai-agents+1 more
AI Agent Architecture: Threat Modeling Your Attack Surface
AI agents bridge language and action, creating attack surfaces at every trust boundary. Learn to threat model LLM-driven systems before attackers do.
8 min read
ai-securitymulti-tenancydata-isolation+1 more
Multi-Tenant Isolation for AI Agents: Preventing Cross-User Data Leaks
ChatGPT exposed user conversations through cache bugs. Learn how to architect AI agent systems with bulletproof tenant isolation.
8 min read
ai-securitysupply-chainai-agents+1 more
AI Agent Supply Chain Security: Malicious Plugins and Model Backdoors
Malicious plugins, backdoored models, and compromised dependencies threaten AI agent security. Learn to vet and isolate third-party components.
8 min read
ai-securitysecrets-managementdata-privacy+1 more
AI Agent Data Leakage: Secrets Management and Privacy Risks
AI agents accidentally expose API keys, credentials, and PII through outputs, logs, and memory. Learn zero-trust architecture for secrets in AI systems.
9 min read
ai-securityleast-privilegeai-agents+1 more
Tool Misuse and Over-Privileged Access in AI Agents
AI agents with excessive tool permissions create catastrophic risks. Learn how to scope agent access using least privilege and prevent destructive actions.
8 min read
ai-securityprompt-injectionllm-security+1 more
Prompt Injection Attacks: The #1 AI Agent Security Risk
Prompt injection enables attackers to hijack AI agents through malicious instructions. Learn how these attacks work and proven defenses to protect your systems.
9 min read
ai-securityopen-clawsecurity-audit+2 more
Open Claw Security Audit: What We Found Attacking a Multi-Platform AI Agent
We analyzed Open Claw, an AI agent controlling 12+ messaging platforms. Here's every vulnerability class we found and how to fix them.
10 min read
ai-securityllm-securityprompt-injection+2 more
Prompt Injection 101: AI Security Guide to Hijacked LLMs
Prompt injection is when a model treats untrusted text as instructions—a flaw with no full patch. Direct vs. indirect attacks, real examples, and defenses that work.
15 min read
ai-securityvibe-codingai-agents+2 more
AI Code Security in 2026: The Complete Resource Guide
Everything you need to secure AI-generated code, vibe-coded apps, and AI agent systems. Organized by topic with direct links to deep dives, audits, and tooling.
4 min read
Showing 157–168 of 213 posts