Generative AI articles
Articles, checklists and expert guidance on generative ai from Aesparrow's penetration testers, auditors and compliance consultants.
Articles
OWASP GenAI Data Security Risks and Mitigations 2026
The OWASP GenAI Data Security Risks and Mitigations 2026 report examines data security risks across generative and agentic AI systems. It highlights sensitive data leakage, credential exposure, shadow AI, data poisoning, and weaknesses in retrieval systems, with practical measures to protect…
GenAI Red Teaming Manual: A Practical Guide to Testing Generative AI Security
The OWASP GenAI Red Teaming Manual provides a structured approach to testing generative AI models, applications, and connected systems. Its eight-phase methodology helps security professionals identify vulnerabilities, evaluate security controls, assess potential impact, and verify remediation. It…
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