πŸŒπŸ›‘οΈ WAF / Bot Management

Stop OWASP Top-10, Bots & L7 Attacksβ€”Without Breaking UX

A Web Application Firewall (WAF) and Bot Management platform protect your websites, APIs, and apps against OWASP Top-10, credential stuffing, carding, scraping, and Layer-7 DDoSβ€”while keeping user experience fast.
SolveForce designs WAF/Bot as part of a Zero-Trust, cloud-edge architecture with CDN, mTLS to origin, rate limits, virtual patching, and audit-grade evidence in SIEM.

Where WAF fits in the SolveForce model:
πŸ”’ Security (Semantics) β†’ Cybersecurity β€’ πŸ“Š Analytics/Automation β†’ SIEM / SOAR
🌍 Edge Delivery β†’ CDN β€’ πŸ”— On-Ramps β†’ Direct Connect
🧠 Decision Layer β†’ SolveForce AI β€’ πŸ–§ Fabric β†’ Networks & Data Centers


🎯 Outcomes (What you get)

  • Real protection, low false-positives β€” OWASP Top-10 rules + behavioral/ML signals + allowlists.
  • Bot defense that works β€” stops credential stuffing, carding, scraping, inventory hoarding; preserves good bots.
  • L7 DDoS resilience β€” rate-limits, circuit breakers, auto-mitigation at the edge.
  • Fast rollout β€” virtual patch 0-days in minutes; staged rule deployment; instant rollback.
  • Evidence & control β€” full logs to SIEM, versioned rules, approvals, and RCA packs.

🧭 Scope (What we protect)

  • Web apps & sites β€” forms, sessions, static/dynamic content (HTTP/2 + HTTP/3 QUIC).
  • APIs β€” REST, GraphQL, gRPC/JSON; schema-aware validation, method/verb control, auth checks.
  • Edge endpoints β€” CDN POPs, Anycast front doors, multi-cloud ingress. β†’ CDN
  • Origins β€” private or in colo; origin cloaking (allowlist WAF/CDN egress only). β†’ Colocation

🧱 Controls (Spelled out)

Core WAF

  • OWASP Top-10 signatures & behavior rules (SQLi, XSS, SSTI, RCE, SSRF, XXE, deserialization).
  • Positive Security (allow-only) for critical flows (checkout, auth, admin).
  • Schema-aware API protection (OpenAPI/GraphQL schema validation, strict verbs, payload size/type).
  • mTLS to origin, HSTS, TLS 1.3; secure headers (CSP/Referrer-Policy/Frame-Options). β†’ Encryption β€’ PKI

Bot Management

  • Good-bot registry & allowlists (search engines, monitoring).
  • Device & browser fingerprinting, behavioral signals (mouse/scroll/timing), JS challenges, non-visual puzzles.
  • Credential stuffing/card testing mitigation: velocity limits, IP/ASN/geo risk, step-up MFA hooks. β†’ IAM / SSO / MFA
  • Scraping protection: rate limits per path/identity; tokenized assets; watermarking.

L7 DDoS & Abuse

  • Adaptive rate-limiters (per IP/session/API key/tenant).
  • Circuit breakers for surges; progressive challenge β†’ block.
  • Anycast withdraw / SD-WAN sinkhole for sick POPs. β†’ BGP Management β€’ SD-WAN
  • Pair with network DDoS for L3/4. β†’ DDoS Protection

🧰 Architecture (Fast, safe, reversible)

  • Edge first β€” rules run at CDN/WAF edge POPs; origin cloaked behind allowlists/mTLS. β†’ CDN
  • Staged rollout β€” canary % β†’ region ring β†’ global; auto-rollback on SLO dip.
  • Change as code β€” versioned policies; PR approvals; CI smoke tests.
  • Observability β€” near-real-time logs, traces, and metrics to SIEM; red/green dashboards. β†’ SIEM / SOAR

πŸ“ SLO Guardrails (Experience & safety you can measure)

SLO (p95)TargetNotes
Edge added latency≀ 5–15 msPer request at POP
Rule deploy β†’ live≀ 60 sWith staged canaries
Block/allow propagation≀ 60–120 sGlobal POPs
False-positive rate≀ 1–2%After tuning
DDoS auto-mitigation start≀ 30–60 sFrom surge detect
Evidence completeness100%Rule version + logs + action
Availability (edge fabric)β‰₯ 99.95–99.99%Multi-POP

SLO breaches trigger SOAR fallback/rollback automatically. β†’ SIEM / SOAR


πŸ§ͺ Tuning Loop (Keep signal high, noise low)

1) Observe canary metrics (latency/FPs/challenges solved).
2) Refine rules (exclude safe params, add positive models); promote canary β†’ region β†’ global.
3) Segment policies (auth, checkout, API, admin) with different strictness.
4) Model bot behaviors per route; preserve good bots.
5) Review weekly FP/FN and abuse paths; publish diffs and RCAs.


🧩 Integrations (Reduce MTTR, raise fidelity)

  • Identity β€” step-up MFA on risk; deny known bad sessions; sign/verify JWT; mTLS for partner APIs. β†’ IAM / SSO / MFA β€’ PKI
  • Data β€” DLP to redact/mask sensitive fields; tokenization upstream. β†’ DLP β€’ Key Management / HSM
  • Network β€” SD-WAN path pin, Anycast withdraw; NAC quarantine suspicious sources inside WAN. β†’ SD-WAN β€’ BGP Management β€’ NAC
  • NDR/EDR/XDR β€” correlate C2/beacons with WAF blocks; endpoint isolate on compromise. β†’ NDR β€’ EDR / MDR / XDR
  • SOAR β€” playbooks for blocklists, purge caches, revoke sessions, notify owners. β†’ SIEM / SOAR

πŸ”’ Zero-Trust Edge (Practical policies)

  • Origin cloaking β€” only WAF/CDN IPs may reach origins; private on-ramps for app backends. β†’ Direct Connect
  • mTLS to origin β€” cert-bound services; short-lived cert rotation. β†’ PKI
  • Signed URLs/Cookies β€” time-boxed access to assets; prevent link-sharing abuse.
  • Per-tenant limits β€” rate/quotas keyed by customer/partner/app token.
  • RBI / Read-only isolation for risky flows; API keys re-issued via PAM if leaked. β†’ PAM

🧭 Reference Patterns (By outcome)

A) API-First App (REST/GraphQL/gRPC)

  • Positive model (schema); strict verbs; HSTS/TLS1.3; JWT verify; per-key rate/quotas; mTLS partner flows; DLP on responses.

B) Auth & Checkout

  • Bot defense (credential stuffing/carding); device fingerprint; step-up MFA on risk; CSP; replay protections; signed cookies.

C) Content & Media

  • CDN tiered cache + WAF; anti-scraping; tokenized URLs; watermark; multi-CDN failover.

D) 0-Day Virtual Patch

  • Emergency pattern deployed at edge in < 60 s; staged rollout; health monitors; auto-rollback if SLO dips; IR case with evidence.

πŸ“œ Compliance Mapping (Examples)

  • PCI DSS β€” protect card entry pages; block card testing; log and retain evidence.
  • HIPAA β€” PHI masking; mTLS; audit trails.
  • ISO 27001 β€” A.12/A.13 controls for app and network security.
  • NIST 800-53/171 β€” SC/AC families (boundary protection, access control).
  • CMMC β€” boundary, monitoring, incident evidence.

All actions/decisions stream to SIEM with WORM options and case IDs. β†’ SIEM / SOAR


πŸ› οΈ Implementation Blueprint (No-surprise rollout)

  1. Inventory endpoints (apps/APIs), routes, auth flows, known good bots.
  2. Pick edge (CDN/WAF POPs) and origin controls (mTLS, allowlists). β†’ CDN β€’ Direct Connect
  3. Define policies per surface (auth, checkout, API, admin, media).
  4. Canary first β€” deploy to 1–5%; measure FPs/latency; iterate; promote to regions β†’ global.
  5. Wire analytics β€” logs/metrics to SIEM; SOAR playbooks for block/rollback/purge. β†’ SIEM / SOAR
  6. Runbooks β€” 0-day virtual patch, bot surge, carding, scrape spikes; RCAs and weekly deltas.
  7. Drills β€” blackhole, origin lock-down, rate-limit stress, Anycast withdraw.

βœ… Pre-Engagement Checklist

  • πŸ“„ App/API list, schemas (OpenAPI/GraphQL), known good bots.
  • πŸ” TLS/mTLS posture; origin allowlist state. β†’ Encryption β€’ PKI
  • 🧭 Bot use-cases (login, checkout, inventory); thresholds/quotas.
  • 🧰 SIEM/SOAR destinations; alert & approval matrix. β†’ SIEM / SOAR
  • πŸ’Ύ Cache/Tier plans; purge mechanics; tokenized URLs; watermarking. β†’ CDN
  • πŸ§ͺ Canary plan; rollback triggers; SLO dashboards.
  • πŸ“œ Compliance targets & evidence format.

πŸ”„ Where WAF / Bot Fits (Recursive View)

1) Grammar β€” traffic rides Connectivity and the Networks & Data Centers fabric.
2) Syntax β€” Cloud & CDN shape delivery and caching.
3) Semantics β€” Cybersecurity preserves truth; WAF proves boundary control.
4) Pragmatics β€” SolveForce AI reduces noise, predicts surges, and auto-tunes policies.
5) Foundation β€” consistent terms via Primacy of Language.
6) Map β€” indexed in SolveForce Codex & Knowledge Hub.


πŸ“ž Deploy WAF / Bot That’s Fast, Safe & Auditable

Related pages:
Cybersecurity β€’ CDN β€’ DDoS Protection β€’ SIEM / SOAR β€’ IAM / SSO / MFA β€’ ZTNA β€’ SASE β€’ SD-WAN β€’ BGP Management β€’ DLP β€’ Encryption β€’ Networks & Data Centers β€’ Knowledge Hub


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