AI Cyber Defense
Enforce object-level permission checks in the service for every read and write. A valid token and an unguessable identifier do not replace ownership validation.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Protect object authorization from generated API requests
AI Cyber Defense
Apply layered limits to identity, tenant and expensive operations, with global capacity protection. Keep limits independent of attacker-supplied forwarding headers.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Rate-limit by resource cost and identity boundary
AI Cyber Defense
Use breached-password screening where supported, strong authentication and risk-based throttling. Protect account recovery from becoming an easier alternate path.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Distinguish credential stuffing from ordinary login errors
AI Cyber Defense
Reject unknown or invalid fields at the service boundary, bound nesting and payload size, and validate again where data crosses into another parser.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Enforce request schemas before expensive processing
AI Cyber Defense
Use an approved destination policy and restrict network egress for the fetcher. Revalidate redirect targets and actual connection destinations with a suitable HTTP client architecture.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Protect server-side fetchers from destination changes
AI Cyber Defense
Require ordinary code review and targeted abuse-case tests for AI-assisted changes. Keep secrets out of prompts and verify third-party package provenance independently.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Treat generated code suggestions as untrusted changes
AI Cyber Defense
Use behavior and authenticated workflow controls alongside supported bot defenses. Provide an accessible recovery route and avoid making one browser signal the sole access decision.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Reduce adaptive bot abuse without blocking accessibility
AI Cyber Defense
Verify supported signatures over the original request body and apply provider-compatible freshness and idempotency checks. Authorize the resulting action independently.
Application, API and automated abuse defense2 min read
Read article : AI Cyber Defense: Validate webhook authenticity and replay handling
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