The original HIR Settlement Layer makes extractive ticketing/payment transactions non-settleable. This expanded version adds three defensive layers: authorized red-team capture, black-hat LLM defense, and call/identity-theft protection.
The system no longer merely blocks fraud/scalping attempts. It captures the pressure pattern, preserves evidence, classifies the failure path, routes review, and proposes defensive hardening under human approval.
Ticket and payment transactions pass or fail based on HIR settlement invariants: price truth, fee disclosure, provenance, transfer path, payment authorization, respect boundaries, and pressure state.
Suspicious or authorized adversarial attempts are captured as safe evidence records: actor class, pattern class, HIR failure, OAM signal, response, review, and proposed defensive update.
Call/identity-theft and black-hat LLM defense modules protect users from false context, urgency pressure, impersonation, synthetic authority, tool misuse, privacy exposure, and agency capture.
| Kernel Term | Settlement Meaning | Red-Team / LLM Defense Meaning | Call / Identity Defense Meaning |
|---|---|---|---|
| H_t Honesty | Price truth, fee disclosure, ticket authenticity, seller/payment truth. | Reality contact, source truth, identity truth, evidence boundary. | Caller identity confidence, official-channel verification, claim evidence. |
| I_t Integrity | Ownership chain, ledger consistency, transfer rule, no double-spend. | Runtime role fidelity, tool boundary, audit integrity, no policy contradiction. | Preserve procedure: do not skip normal verification, do not share codes, document timeline. |
| R_t Respect | Fair resale, privacy, accessibility, non-extractive interaction. | Do not convert a person into a target; preserve consent, dignity, and agency. | No-shame guidance, trusted support, victim dignity, recovery without blame. |
| P_t Pressure | Demand spike, bot velocity, scarcity, fraud cluster, chargeback anomaly. | Jailbreak pressure, tool misuse pressure, automation swarm, prompt-injection pressure. | Urgency, fear, authority pressure, secrecy, emotional manipulation, money/data requests. |
| A_t Gate | Settle / hold / quarantine / reject. | Allow / constrain / safe-transform / refuse / escalate. | Continue carefully / pause and verify / hang up, block, and lock down. |
| D_t Degradation | Marketplace corruption: fake inventory, over-cap resale, trust loss. | Boundary erosion, source collapse, policy bypass, unsafe tool use. | Identity harm, account takeover, financial loss, panic, isolation, recovery burden. |
A ticket is not just a barcode. It is a provenance-bound claim that must remain valid from issue to entry. A payment should not fully settle if the underlying claim is dishonest.
if provenance_invalid or price_over_cap or hidden_fee or payment_auth_invalid:
preserve_audit()
quarantine_or_reject()
return NO_SETTLEMENT
if HIR_passes and pressure_is_bounded:
settle_transaction()
else:
hold_or_step_up_verification()The red-team layer is an authorized defensive testing and evidence-capture module. It is not an offensive manual. Its purpose is to understand the shape of abuse without increasing abuse capability.
| Actor Class | Purpose | Boundary | Capture Response |
|---|---|---|---|
| authorized_red_team_bot | Test bot velocity and queue integrity. | Dummy accounts/data only. | Capture, classify, measure detection. |
| authorized_red_team_scalper | Test resale cap, transfer path, hoarding resistance. | No real event harm. | Quarantine and propose defensive update. |
| authorized_black_hat_llm_probe | Test prompt injection, tool misuse, policy pressure. | No raw harmful prompt publication. | Safe refusal, audit, review. |
| real_suspicious_actor | Unknown potentially harmful actor. | Presumption of uncertainty. | Hold/quarantine with appeal path. |
| legitimate_user_false_positive | User wrongly flagged under pressure. | Respect and accessibility protection. | Explain, appeal, repair reputation. |
Black-hat LLM misuse is treated as pressure amplification: false context, boundary collapse, tool misuse, data exposure, automation swarm, and human targeting. HIR is the defense kernel; OAM detects the degradation path.
Automated persuasion, impersonation, synthetic intimacy, authority mimicry, and emotional pressure.
Respect FailureScams, forged context, fake support, fake invoices, counterfeit authority, and manipulation pipelines.
Honesty FailureRequests to turn tools, code, data, or automation toward unauthorized action.
Integrity BreachAttempts to reveal secrets, credentials, private data, prompts, logs, or hidden operational context.
Provenance BreachThis layer translates the same HIR/OAM logic into a consumer-facing protection app: slow down pressure, verify reality, preserve procedure, protect dignity, and guide recovery.
Urgency, fear, authority, romance, shame, reward, secrecy, or confusion before the user acts.
Slow DownCaller identity, official channels, callback paths, source evidence, and uncertainty labels.
HonestyBlock, document, report, lock down, trusted support, recovery checklist, no-shame design.
RespectRedTeamCaptureRecord {
attempt_id: UUID,
timestamp: Timestamp,
authorized_test_flag: Boolean,
actor_type: ActorClass,
transaction_id: UUID,
ticket_id: UUID | null,
payment_id: UUID | null,
hir_scores: { H: Float, I: Float, R: Float },
pressure_score: Float,
oam_pressure_score: Float,
settlement_state: String,
reason_code: String,
detected_pattern: PatternClass,
raw_evidence_hash: Hash,
sanitized_evidence_summary: String,
affected_gate: H | I | R | P | Provenance | Payment | Transfer | Scan | Tool,
system_response: ALLOW | DELAY | HOLD | QUARANTINE | REJECT | REVERSE | REPAIR | HUMAN_REVIEW,
human_review_status: Pending | Approved | Rejected | Needs_Info,
rule_update_recommendation: String,
learning_status: Proposed | Approved | Rejected | Retest_Required
}| Pattern Class | HIR Failure | Safe Capture Summary | Defensive Response |
|---|---|---|---|
| bot_velocity_pressure | I/P | High-volume request pattern. | Rate limit, queue integrity, review. |
| hidden_fee_manipulation | H/R | Displayed terms differ from settlement terms. | Reject or repair before settlement. |
| fake_ticket_provenance_failure | H/I | Ticket claim lacks valid issuer/chain. | Quarantine and block scan. |
| prompt_injection_attempt | I | User attempts to override runtime role or tool boundary. | Refuse/transform, log, review. |
| policy_bypass_pressure | I/R | Compound pressure to weaken safety boundary. | Constrain, safe transform, escalate if needed. |
| identity_impersonation_pressure | H/R | False authority or trusted-person claim. | Pause, verify, evidence packet. |
This simulator is illustrative only. It shows how settlement risk, LLM-abuse risk, and identity-scam risk can combine into routing states.
All performance metrics are provisional experimental targets, not completed results.
| Validation Track | What It Tests | Evidence Needed |
|---|---|---|
| Settlement simulation | Over-cap resale, hidden fee, fake ticket, payout hold, scan validity. | Synthetic Monte Carlo outputs, assumptions, and false-positive/false-negative analysis. |
| Authorized red-team emulation | Whether capture records preserve pattern without increasing abuse capability. | Scoped tests, sanitized summaries, review outcomes, retest evidence. |
| LLM defense testing | Prompt injection, tool misuse, data exposure, policy bypass, social engineering. | Refusal/transform quality, audit logs, escalation path, safe completion review. |
| Call/identity app testing | Scam pressure classification and recovery guidance. | User studies, accessibility tests, no-shame UX review, privacy review. |
| User harm review | False positives, privacy overreach, accessibility gaps, economic exclusion. | Documented mitigation, appeals process, independent review. |
Title: HIR Settlement Layer v0.1 + Red-Team Capture Layers: Pressure-Form Architecture for Fair Settlement, Defensive Pattern Capture, Black-Hat LLM Defense, and Identity-Theft Protection
This expanded packet presents an integrated HIR/OAM architecture combining fair ticketing/payment settlement with authorized red-team capture, black-hat LLM defense, and call/identity-theft protection. The core settlement claim is that HIR does not ask extraction to behave; it makes extraction non-settleable. The added defensive layers extend that logic: suspicious or authorized adversarial attempts are captured, quarantined, classified, audited, and used to propose defensive improvements under human review.
The architecture is built from Honesty, Integrity, and Respect as runtime gates, with OAM used as a degradation detector for agency outsourcing, coercion, manipulation, automation pressure, and deniability. It includes settlement invariants, capture record schemas, defensive LLM routing, identity-scam pressure gating, audit/evidence packets, and validation tracks.
This is a conceptual architecture and review packet. It does not provide attack instructions, bypass methods, malware logic, phishing templates, credential-theft workflows, fraud operations, production readiness, compliance certification, or claims of eliminating all fraud. Future validation requires synthetic simulation, authorized red-team testing, privacy review, accessibility review, legal/compliance review, cybersecurity review, user-harm review, and independent audit.