About Neural Threats

Our Mission

As AI systems become more powerful and widely deployed, the security challenges they present grow increasingly complex. We believe that understanding these challenges is essential for building AI systems that are safe, reliable, and trustworthy.

Our goal is to make AI security research accessible to practitioners, researchers, and decision-makers who need to understand and address these risks.

What We Cover

• Adversarial Attacks — Prompt injection, jailbreaking, and techniques attackers use to manipulate AI systems
• Model Security — Vulnerabilities in training, deployment, and inference pipelines
• Data Security — Poisoning attacks, privacy leakage, and training data extraction
• Defensive Techniques — Guardrails, monitoring, red teaming, and best practices for secure AI
• Emerging Threats — Novel attack vectors and security implications of new AI capabilities

Our Approach

We combine human expertise with AI-assisted research to surface insights, identify patterns, and provide actionable analysis. Each article is researched, written, and reviewed with a focus on accuracy, clarity, and practical value.