Cutting false positives when an LLM reviews code for security
Four prompt techniques that reduce invented findings in LLM security reviews: permission to say unsure, quote first, claim verification, and repeat runs.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
Four prompt techniques that reduce invented findings in LLM security reviews: permission to say unsure, quote first, claim verification, and repeat runs.
Fair CTF scoring rewards learning, not just speed. Options for point values, hint penalties, tie-breaks and handling teams of mixed experience.
A practical checklist for running an internal capture the flag event: before, during and after, covering infrastructure, rules, hints and follow-up.
A practical 90 day plan for a small security team to run one complete exposure management loop: scope, discover, rank, validate and fix, with named owners.
Rights on CSR approval and on serviceaccounts/token let a subject mint credentials. Find these grants in your roles and keep them with a small group.
How to introduce a Content Security Policy without breaking your site: ship it report-only, read the violation reports, tighten, then enforce.
Pick a nonce for dynamic pages, a hash for static ones, and avoid long host allowlists. Learn strict-dynamic, report-only rollout and directives to add.
No master keys on devices, no serial numbers as keys, no CRCs as security, no deprecated algorithms. Concrete crypto points from FDA's premarket guidance.
Cryptographic erasure makes data unreadable by destroying its key. When it works, when it does not, and what OWASP says about copies of keys.
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