AI Agent Identity and Least Privilege: The Three-Layer Model
Master the three-layer model for AI agent identity: cryptographic identity, capability permissions, and runtime least privilege for autonomous AI systems.
Master the three-layer model for AI agent identity: cryptographic identity, capability permissions, and runtime least privilege for autonomous AI systems.
PowerShell, WMI, scheduled tasks, certutil: signed by the OS vendor, whitelisted by AV, trusted by EDR. Living-off-the-land attacks drop no malware, so detection cannot hinge on unknown binaries. The shift from artifact blacklists to execution-baseline analytics that actually catches native-tool chains.
Food plants, logistics firms, waste management, research labs: 18 sectors are in scope, plus everyone their covered customers drag in via contracts. The duties read like an incident-readiness program — 24-hour early warning, 72-hour notification, personal accountability for executives — and the basics were overdue anyway.
Toyota left one access key on GitHub for five years. This is the full chain: where cloud secrets leak, how attackers turn a found key into root, and the architecture that survives a leak they cannot prevent.
Discover CAI (Cybersecurity AI Framework), the open-source toolkit revolutionizing bug bounties and CTF competitions with autonomous AI agents.
Your front end and your back end disagree about where one request ends and the next begins. The smuggled prefix slides under the WAF, defeats the rate limiter, and poisons the cache under someone else else URL. How CL-TE and TE-CL desyncs work, and the configuration discipline that closes them.
AI is transforming mental health support through chatbots, mood trackers, and diagnostic tools. But can technology replace human empathy? This guide explores the real impact of AI on mental healthcare, from clinical applications to ethical concerns about privacy and human connection.
Your IAM system answers 'who has access' — AI agents ask 'what will this identity do next.' The authority gap, three real attack scenarios, and a four-layer framework to close it.
Post-quantum cryptography is no longer a research-only topic. With NIST's first PQC standards finalized and organizations facing long-term risks such as harvest-now, decrypt-later, cyber teams need to understand how PQC affects PKI, TLS, code signing, firmware trust, crypto agility, and migration planning. This guide explains what PQC is, where QKD fits, how hybrid deployments work, and what defenders should prioritize first.
One curl request to /.git/HEAD hands attackers your full source, every commit ever made, deleted files, and usually a working credential. A decade of research says this mistake is not aging out. Here is the exploit chain — and the three-layer fix.
Trace the evolution of phishing attacks from crude 1990s email scams to AI-powered deepfake campaigns. Discover how attackers leverage machine learning and automation to create convincing social engineering attacks.
A practical blueprint for AI agent authorization: task-scoped credentials, tool allow-lists, approval gates, workload identity, and full audit trails - mapped to OWASP and NIST.
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