What is AI Model Drift and Why is it a Security Concern?
Artificial Intelligence systems are increasingly being deployed in production environments. Organizations now use AI for fraud detection, healthcare analytics, recommendation...
Tagged: AI Security
Black Box vs White Box AI Security Testing: Key Differences Explained
Artificial Intelligence systems are becoming part of critical applications. AI is now used in healthcare, banking, e-governance, cybersecurity, and enterprise...
Why AI Security Testing is Different From Traditional Security Testing
AI systems introduce risks that traditional security testing cannot fully address. Unlike conventional software, AI models can be manipulated through prompts, leak sensitive data, generate unsafe outputs, or behave unpredictably. This blog explains why AI security testing requires specialized approaches covering applications, models, infrastructure, data, and overall AI trustworthiness.
How to Test for Prompt Injection Vulnerabilities in LLM Applications
Learn how to test for prompt injection vulnerabilities in LLM-powered applications using OWASP-recommended techniques. This blog covers practical testing workflows, common attack payloads, automation tools, and mitigation strategies to secure your AI models effectively.
OWASP Agentic AI Threat T15: When AI Agents Manipulate the Humans Who Trust Them
OWASP Agentic AI Threat T15: When AI Agents Manipulate the Humans Who Trust Them
OWASP Agentic AI Threat T14: How Human Attackers Exploit Multi-Agent AI Systems
Learn how human attackers exploit delegation and trust in multi-agent AI systems. Explore OWASP T14 mitigations to stop privilege escalation and manipulation.
OWASP Agentic AI Threat T13 : How Rogue AI Agents Endanger Multi-Agent Systems
Learn how rogue AI agents bypass oversight to execute unauthorized actions or exfiltrate data. Explore OWASP T13 defenses to secure multi-agent AI systems.
OWASP Agentic AI Threat T12: Agent Communication Poisoning – When AI Agents Feed Each Other Lies
Attackers can poison AI-to-AI communications to spread false data and disrupt workflows. Learn OWASP’s T12 defenses for securing inter-agent communication.
