Discussing IAM and AI Security
IDENTITY SENTINEL • AI SECURITY • APPSEC What Application Security Is and Why It’s Not Enough for AI Security Application Security (AppSec) is built to protect traditional software by securing the code, the build pipeline, and the runtime environment. It’s one of the most important disciplines in modern engineering and it should remain a non-negotiable […]
Most organizations still treat identity as something that belongs to people. But in modern environments, humans are already the minority. Service accounts, service principals, API registrations, managed identities, workloads, device identities, and IoT identities now make up the overwhelming majority of actors inside enterprise environments. These are all non-human identities (NHIs), and they already outnumber […]
DSPM: The Backbone of AI Security, Cost Control, and Data Quality Identity Sentinel DSPM • AI Security • Data Governance DSPM: The Backbone of AI Security, Cost Control, and Data Quality AI is only as trustworthy as the data beneath it. DSPM is where security, quality, and operational reality finally converge so models and agents […]
AI PAM Part 3: Building a Complete Enterprise AI Security Ecosystem With CyberArk Secure AI Most organizations try to secure AI by focusing on one small corner of the problem: the model, the prompts, the data, the SaaS usage, or the policies. AI PAM forces a different realization. You cannot secure AI by chasing pieces. […]
AI Agents Are More Dangerous Than Human Admins The funny thing about AI in security is that most vendors talk about it like it is something magical, mysterious, or philosophical. CyberArk does the opposite. They treat AI like what it has already become: a wildly fast, extremely literal, and occasionally chaotic privileged user that desperately […]
AI, with great powers come your greatest risk AI has already crossed a threshold most organizations have not fully acknowledged. It now behaves like a privileged identity. Not a human identity, not a traditional service account, and not a predictable automation script but something faster, more literal, and far harder to contain. AI agents execute […]
Privileged Access Management (PAM) is one of the most critical pillars of enterprise security, designed to protect the accounts, credentials, and access pathways that attackers target first. PAM helps organizations control, monitor, and secure privileged identities whether they belong to administrators, service accounts, applications, or automation pipelines. By rotating passwords, enforcing check-out workflows, brokering connections, […]
Prompt leakage occurs when an AI system unintentionally reveals its internal instructions, policies, context, or sensitive information that should remain hidden. This includes system prompts, proprietary logic, model configuration, or private data. Leakage often happens when the model is not properly isolated from user input or when the system’s internal rules are not strongly protected […]