AI Cyber Defense
Keep components patched, reject ambiguous framing and align supported protocol handling across the full path. Do not assume a WAF can compensate for parser disagreement.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Prevent request smuggling through parser disagreement
AI Cyber Defense
Monitor enforcement state and protect critical endpoints in application code. Tune rules with representative benign cases and keep bypass exceptions scoped and expiring.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Separate WAF observation from application outcome
AI Cyber Defense
Use single-use time-bounded tokens and invalidate them appropriately after use. Keep tokens out of analytics, referrers and logs, and independently verify sensitive profile changes.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Protect password reset tokens from replay and leakage
AI Cyber Defense
Bound query complexity, use asynchronous controlled exports and require explicit authorization for bulk access. Apply per-tenant concurrency budgets and cancellable work.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Defend expensive search and export endpoints
AI Cyber Defense
Enforce authorization inside relevant resolvers and bound total work rather than request count alone. Test aliases, batches and nested relationships against tenant boundaries.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Authorize GraphQL fields and batch requests consistently
AI Cyber Defense
Use a maintained verifier with explicit algorithm, issuer and audience policy. Refresh trusted keys through a controlled source and handle rotation without trusting token-provided arbitrary locations.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Validate JWT claims against a fixed trust configuration
AI Cyber Defense
Process files with constrained privileges, resource limits and restricted egress. Treat extracted text as untrusted input for both application rendering and any AI assistant.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Restrict file processing in document workflows
AI Cyber Defense
Enforce eligibility and uniqueness in transactional service logic. Bind approvals to the exact customer and action and set explicit resource limits.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Prevent business-logic abuse in promotional workflows
AI Cyber Defense
Issue separate scoped credentials per integration and rotate through a documented overlap window. Prefer short-lived supported mechanisms for sensitive workloads.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Constrain API keys used by third-party integrations
AI Cyber Defense
Store untrusted text as data in structured records and preserve original evidence in a controlled store. Do not execute or obey content found inside log fields.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Protect application audit records from attacker-controlled text
AI Cyber Defense
Keep authorization and transaction validation server-side and apply appropriate browser protections. Treat client-provided identity or approval fields as untrusted claims.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Review browser-side trust in security-critical workflows
AI Cyber Defense
Version a small security regression suite around business boundaries, including alternate methods, bulk operations and asynchronous jobs. Run it before exposing changed endpoints.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Use safe API abuse-case regression suites