noctivox // malware intelligence pipeline

From malware sample
to analyst-ready intelligence.

NoctiVox turns raw samples, obfuscated payloads, YARA hits, and suspicious indicators into enriched IOCs, ATT&CK mappings, infrastructure relationships, and structured reports through one repeatable pipeline.

5-stage workflow IOC enrichment ATT&CK mapping Report generation
noctivox / investigation
$ noctivox analyze suspicious_sample.exe
[01] Extracting IOCs ................ DONE
[02] Enriching indicators ........ DONE
[03] Mapping ATT&CK ............ DONE
[04] Building infrastructure graph DONE
[05] Generating report .......... DONE
THREAT LEVEL
HIGH
IOCs
17
ATT&CK
7 techniques
GRAPH
23 nodes
INFRASTRUCTURE RELATIONSHIPS
HASH IP C2 DOMAIN
the analyst problem

Malware investigations are fragmented.

A sample rarely gives you the whole story. Analysts have to extract indicators, enrich them, correlate infrastructure, map behavior, and turn scattered findings into something another person can act on.

Extract

Turn obfuscated payloads and samples into normalized indicators.

Enrich

Add external intelligence and confidence to each IOC.

Correlate

Connect indicators and surface infrastructure relationships.

Report

Package findings into a consistent analyst-ready deliverable.

one investigation // five stages

One pipeline from raw evidence to intelligence.

Each stage can run independently, or the complete chain can be executed end-to-end.

01

Deobfuscator

Extract
$ deobfuscator extract ...

Extract embedded IPs, domains, URLs, hashes, and other indicators from malware samples and obfuscated scripts.

02

NAISS

Enrich
$ naiss enrich ...

Fan indicators out to OSINT sources, build feature vectors, and score them against the malicious index.

03

ATTA

Map
$ atta map ...

Apply deterministic rules to map indicators and observed behavior to MITRE ATT&CK techniques.

04

Nexus

Correlate
$ nexus graph ...

Build an infrastructure graph, identify clusters, and surface high-value pivot nodes for investigation.

05

Scribe

Report
$ scribe render ...

Merge upstream results into publication-ready HTML, PDF, and Markdown reports with structured findings.

how it works

Run the full chain or use the stage you need.

NoctiVox is built as standalone Python modules. That means teams can adopt the complete workflow or call individual stages against data already in their process.

01

Start with evidence

A malware sample, obfuscated script, YARA hit, or suspicious indicator can become the starting point.

02

Build context

Enrichment, ATT&CK mapping, and infrastructure relationships turn isolated indicators into an investigation.

03

Leave with a report

Scribe consolidates upstream outputs into a consistent deliverable for analysts, teams, or clients.

PIPELINE EXECUTION
01DEOBFUSCATORREADY
02NAISSREADY
03ATTAPARALLEL
04NEXUSPARALLEL
05SCRIBEREADY
JSON
structured
GRAPH
relationships
PDF
report
noctivox demo // investigation preview

See what comes out of the pipeline.

Instead of a generic product tour, you can walk through a representative investigation and see how evidence becomes structured intelligence.

INPUT / suspicious_sample.exe
File hasha91f...72c4
Extracted IOCs17
Malicious8
Suspicious5
Unknown4
VERDICT
HIGH RISK
Representative output for demonstration.
OUTPUT / investigation_summary
COMPLETE
ATT&CK COVERAGE
7 techniques
INFRASTRUCTURE
23 nodes
RELATIONSHIP MAP
HASH
IP
PIVOT NODE
DOMAIN
URL
built for security teams

Designed to fit an investigation workflow, not replace it.

NoctiVox is positioned as a repeatable analysis pipeline: use individual stages where they add value, or run the complete chain when you need a consolidated investigation package.

Design partner program

We're working with a small number of security teams to shape the roadmap around real workflows.

Discuss a pilot →

Modular

Standalone Python modules let you use the stages independently.

Correlated

IOC relationships and infrastructure context live in the same investigation flow.

Reportable

Outputs are structured for analysts and downstream reporting.

noctivox pricing // founding access

Start with the workflow you need.

Early customers get access to founding pricing while the product and integrations continue to evolve.

Starter

$99/month

For teams starting structured malware analysis and threat intelligence workflows.

  • Deobfuscator + NAISS pipeline
  • Up to 500 IOCs/month
  • ATTA ATT&CK mapping
  • HTML & Markdown output
FOUNDING PLAN

Professional

$499/month

For analysts and CTI teams running regular end-to-end investigations.

  • Full Deobfuscator → NAISS → ATTA → Nexus → Scribe
  • Unlimited IOC processing
  • PDF + all export formats
  • FAISS persistence and cross-run similarity
  • Priority support & roadmap input

Enterprise

Custom

For organizations with regulated or complex environments.

  • All Professional features
  • Private FAISS hosting + custom retention
  • Dedicated onboarding & analyst training
  • Enterprise support & SLA options
security // data handling

Your investigation data deserves explicit handling rules.

For pilots and live walkthroughs, data-handling requirements and NDAs can be discussed upfront. Before production use, document retention, storage, third-party enrichment, and sample handling policies clearly.

NDA-friendlyRetention controlsSample handlingEnrichment transparency

Bring us a real investigation.

Share a recent malware sample, suspicious domain cluster, YARA hit, or analyst workflow. We'll walk through how the NoctiVox pipeline can handle it.

Request live demo