How to deploy AI-powered offensive capabilities — AutoAttacker, LLM-driven fuzzing, and autonomous recon — to stress-test your defenses before threat actors exploit them.
How to protect the most vulnerable surface in modern AI systems before attackers exploit it. Comprehensive security architecture for RAG deployments from query to retrieval to generation.
How synthetic media is weaponizing trust and enabling $4.7 billion in BEC fraud. Covers deepfake detection evasion, voice cloning attack chains, and what security architects must build to survive.
How adversaries weaponize large language models to craft hyper-personalized attacks at scale. Includes spear-phishing automation, OSINT-to-payload pipelines, and detection countermeasures.
How attackers weaponize the mathematics of machine learning against enterprise defenses — including evasion attacks, model extraction, and adversarial example generation with working code.
A technical deep-dive into protecting PHI when your diagnostic model is the attack surface. Covers HIPAA compliance gaps in ML pipelines, de-identification failures, and audit-ready architectures.
From framework theory to production reality — deploying AI risk management that actually works. A battle-tested implementation guide for GOVERN, MAP, MEASURE, and MANAGE functions.
When the model becomes the malware author: hardening your pipeline against AI-generated code attacks — including output validation, sandboxing, and trust boundary enforcement.
Never trust a tensor. Implementing zero-trust principles across the AI/ML pipeline from data ingestion to model inference — with concrete controls for each trust boundary.
A battle-tested framework for operationalizing AI security governance before regulators do it for you — from risk tiering to audit trails to incident response playbooks.
17 min
About Secure By Dezign
From the publisher's feed
Secure By Dezign is the AI Security Training Ground for security architects, CISOs, and pentesters who need to stay ahead of adversarial AI. Every episode delivers a deep-dive into a real AI attack…
technique — how it works, how it's been exploited in the wild, and exactly how to defend against it. Hosted by Pax.