M666 Phantom Swarm | Red Specter Security Research

YOUR DEFENCES ARE ONLY AS STRONG AS YOUR LAST TEST . THE PHANTOM SWARM FINDS WHAT YOU MISSED . TRUST NOTHING . VALIDATE EVERYTHING . YOUR DEFENCES ARE ONLY AS STRONG AS YOUR LAST TEST . THE PHANTOM SWARM FINDS WHAT YOU MISSED . TRUST NOTHING . VALIDATE EVERYTHING . YOUR DEFENCES ARE ONLY AS STRONG AS YOUR LAST TEST . THE PHANTOM SWARM FINDS WHAT YOU MISSED . TRUST NOTHING . VALIDATE EVERYTHING . YOUR DEFENCES ARE ONLY AS STRONG AS YOUR LAST TEST . THE PHANTOM SWARM FINDS WHAT YOU MISSED . TRUST NOTHING . VALIDATE EVERYTHING .

Restricted // Adversarial Division

The Phantom Swarm

Five attack agents coordinated by a single orchestrator. Each agent is an adversarial specialist. Together, they are a controlled red-team instrument that finds blind spots in our own defences before real attackers do.

P-01 // Wraith

Swarm Orchestrator

Wraith

Campaign orchestrator and attack coordinator. Sequences multi-agent assault patterns, manages attack timing, and correlates blind spot evidence across all vectors. Ed25519-signed gap analysis reports.

10 CAMPAIGNS Coordinated assault sequences

P-02 // Specter

Always Probing

Specter

Injection and prompt manipulation specialist. Tests jailbreak resistance, context poisoning, and semantic bypass across AI agent boundaries.

14 VECTORS Attack surface coverage

P-03 // Shade

Stealth Operations

Shade

Evasion and detection bypass specialist. Tests whether defensive agents can spot encoded payloads, delayed-trigger attacks, and low-and-slow infiltration patterns.

6 EVASION CLASSES Detection bypass testing

P-04 // Phantom

Deep Reconnaissance

Phantom

Telemetry manipulation and trust exploitation specialist. Probes for HMAC bypass, cross-source correlation gaps, and consensus protocol weaknesses.

5 TRUST VECTORS Authentication testing

P-05 // Revenant

Persistence Testing

Revenant

Supply chain and goal integrity specialist. Tests firmware verification, dependency poisoning, and goal drift detection across long-running agent sessions.

4 PERSISTENCE TYPES Long-duration campaigns

Attack Surface // Comprehensive Coverage

14 Attack Vectors

Every vector maps to a real-world adversarial technique. Each campaign tests multiple vectors simultaneously to find compound blind spots.

Injection & Manipulation

Specter (P-02) // Primary Operator

Direct attack techniques targeting the AI agent reasoning layer. Tests resistance to prompt injection, jailbreak attempts, context window poisoning, and semantic bypass of safety filters.

Prompt Injection Jailbreak Context Poisoning Semantic Bypass

Evasion & Stealth

Shade (P-03) // Stealth Operations

Techniques designed to bypass detection systems entirely. Tests whether defensive agents can identify encoded payloads, delayed-trigger mechanisms, low-and-slow infiltration, and timing-based evasion.

Encoded Payloads Delayed Triggers Low-and-Slow Timing Attacks

Trust & Authentication

Phantom (P-04) // Deep Reconnaissance

Attacks targeting the trust fabric between AI agents. Probes for HMAC bypass, consensus manipulation, cross-source correlation gaps, and telemetry poisoning that corrupts inter-agent decision-making.

HMAC Bypass Consensus Manipulation Cross-Source Correlation Telemetry Poisoning

Persistence & Integrity

Revenant (P-05) // Long-Duration

Attacks that exploit the long-running nature of autonomous agents. Tests supply chain poisoning, gradual goal drift injection, firmware spoofing, and RAG pipeline manipulation over extended sessions.

Supply Chain Poisoning Goal Drift Injection Firmware Spoofing RAG Manipulation

Campaign Execution // 5-Phase Assault

Controlled Red Team Campaigns

Every campaign follows a strict 5-phase lifecycle. All attacks are Ed25519-signed with full SHA-256 audit chain. Nothing runs without authorisation.

Recon

Phase 01

Map target defences, identify detection thresholds, catalogue response patterns

Deploy

Phase 02

Launch coordinated multi-vector attack across selected Phantom agents

Exploit

Phase 03

Execute attack sequences, probe for blind spots, escalate on detection failures

Extract

Phase 04

Document every blind spot with cryptographic evidence and reproduction steps

Report

Phase 05

Ed25519-signed gap analysis with severity scoring and remediation guidance

Validation Record // M999 Blind Spots

10 Confirmed Blind Spots

The Phantom Swarm's first engagement against M999 Sentinel Swarm identified 10 critical gaps — all since patched. This is why we red-team our own systems.

BS-01

Cross-Source Correlation Gap

Patched

BS-02

Static Detection Windows

Patched

BS-03

Semantic Analysis Blind Spot

Patched

BS-04

Context-Aware Detection Gap

Patched

BS-05

Unauthenticated Consensus

Patched

BS-06

Telemetry HMAC Bypass

Patched

BS-07

RAG Pipeline Monitoring Gap

Patched

BS-08

Supply Chain Verification Gap

Patched

BS-09

Goal Drift Detection Gap

Patched

BS-10

Multi-Source Attack Correlation

Patched

Adversarial Feedback // Continuous Improvement

Every Attack Makes The Shield Stronger

Each campaign generates adversarial intelligence that feeds directly into the defensive fleet. An attack-driven improvement loop that makes the Sentinel Swarm harder to break with every engagement.

Attack

Phantom Swarm launches coordinated multi-vector campaigns

Find

Blind spots identified with cryptographic evidence

Patch

Sentinel Swarm and fleet modules updated with fixes

Verify

Re-run campaigns to confirm blind spots are closed

Evolve

New attack techniques developed for the next engagement

Attack → Find → Patch → Repeat

The Phantom Swarm breaks it. The Sentinel Swarm fixes it. The fleet gets stronger.

"The best defence is knowing exactly how you can be broken."

Module 666 is air-gapped — it never runs on production infrastructure. Every campaign requires explicit authorisation. All attacks are cryptographically signed with full audit chain. The Phantom Swarm exists for one reason: to make the Sentinel Swarm unbreakable.