GPU-Native Adversarial AI

Your Red Team Never Clocks Out

Phantex runs 1,000+ concurrent MITRE ATT&CK campaigns on DGX H100, 24 hours a day. Every bypass it finds retrains Quellra Core detection models before the next shift starts. No operators. No quarterly cadence. Just continuous adversarial pressure.

Phantex logo
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Concurrent campaigns on DGX H100

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Max TensorRT agent decision latency

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Speedup over CPU-based BAS tools

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Detection model retraining cycle

Core Capabilities

Built for Continuous Adversarial Pressure

Every component runs on NVIDIA GPU. CPU pen testing tools run sequentially and stop when the operator clocks out. Phantex never does.

Autonomous Campaign Generation

A NeMo LLM fine-tuned on MITRE ATT&CK and dark-web TTP corpora generates novel multi-stage attack sequences — including polymorphic zero-day variants that bypass signature-based defenses.

Multi-Agent Execution

Five NIM agent classes — Recon, Exploit, Persistence, Lateral Movement, and Objective — coordinate attacks autonomously. Each adapts mid-campaign based on defensive responses.

Morpheus Feedback Loop

Every Phantex bypass flows into Quellra Core via the Morpheus telemetry pipeline as labeled training data. Core models retrain nightly. The loop closes within 24 hours of each discovery.

CUDA Parallel Execution

Custom CUDA kernels run brute-force credential attacks, network scanning, and packet manipulation in parallel. A single H100 GPU replaces 50+ CPU-based penetration testing workstations.

TensorRT Bypass Prediction

Before executing an attack variant, TensorRT classifies its evasion probability at under 50ms per decision. Unpromising campaigns are dropped early, maximizing campaign quality per GPU cycle.

Compliance Coverage

Attack campaigns map to NERC CIP, IEC 62443, NIST CSF, and ISO 27001 controls. Every run produces an immutable audit trail and executive-ready security posture reports.

Technical Demo

From Objective to Bypass in Seconds

The NeMo Adversary Planner generates a complete attack sequence from a single objective. CUDA parallel execution tests 1,000 variants simultaneously. TensorRT scores evasion probability before each step. Results feed back into Core automatically — no human required.

  • Campaign plans generated in under 2 seconds
  • 1,000 parallel agent threads on a single DGX H100
  • TensorRT evasion scoring at <50ms per decision
  • Morpheus pipeline ingests bypass data within minutes
Terminal
phantex generate --target corp-dc1 --objective credential-harvest
[NeMo] Loading adversary planner on GPU:0 (DGX H100)...
[NeMo] Sequence: T1078 → T1003 → T1550 → T1021 → T1570
phantex run --campaign cmp_9f2k3 --parallel 1000
[CUDA] 1,000 agent threads initialized
[TensorRT] Defense bypass probability: 0.81 — proceeding (47ms)
[Recon] 847 hosts mapped in 4.2s on GPU
[Exploit] T1078: valid account credentials harvested
[Morpheus] Bypass logged → Core retraining queued (24h cycle)
NVIDIA Stack

GPU-Native at Every Layer

NeMo Framework

Adversary planner LLM fine-tuned on MITRE ATT&CK corpus

NeMo Agent Toolkit

Recon, Exploit, Persistence, Lateral Movement, Objective agents

CUDA Toolkit

Parallel brute-force, packet craft, and credential attack kernels

Nvidia TensorRT for RTX

Defense bypass prediction at <50ms per agent decision

Morpheus

Attack telemetry pipeline feeding Core detection retraining

cuDF / cuML

Post-campaign analytics and detection gap clustering

Quellra Ecosystem

Red Team Validates Blue Team

Phantex and Quellra Core form a closed adversarial loop. Core detection models define the baseline; Phantex generates attacks to break it. Every bypass becomes labeled training data. After Core retrains, Phantex re-tests to confirm the gap is closed. The loop runs nightly — detection quality improves automatically, without a single analyst touching a keyboard.

Security & Compliance

Enterprise-Grade Security at Every Layer

NVIDIA AI Enterprise provides FIPS 140-2 validated containers. Customer data never leaves your environment.

SOC 2 Type IIFedRAMP ModerateIEC 62443 SL2NERC CIPFIPS 140-2NIS2 (EU)

Customer Data Isolation

All telemetry processed in dedicated VPC. Only anonymized 128-dimensional embeddings leave customer environment.

Air-Gap Capable

Jetson Orin runs full inference pipeline with zero cloud dependency. GPIO relay operates independently of IP network.

Auditable Agent Actions

Every containment action logged with timestamps, confidence scores, and reversibility flags. Full forensic trail.

Powered by the full NVIDIA AI stack

NVIDIA Morpheus
TensorRT
NeMo
RAPIDS
Triton
Jetson Orin
DGX H100
NIM

RunYourFirstRedTeamin24Hours

Deploy Phantex on your DGX infrastructure and start generating MITRE ATT&CK campaigns today. No operators required.