Uninterrupted processes are the core of every critical operation.
SigaML² provides early alerts and real-time decision support during the
"expression phase" of an attack, when traditional tools are often blinded.
The Core of the Solution
Automated Process Baselining
SigaML² continuously learns the normal behavior of critical OT
processes to automatically detect malicious process manipulations
designed to cause shutdowns or physical damage.
Cross-Level Data Comparison
By comparing raw Level 0 electrical signals with reporting data from
Levels 1–4, the platform instantly catches discrepancies.
A tamper-proof source of truth that ensures process integrity,
prevents operational damage, and supports regulatory compliance.
Our comprehensive, multi-level OT cybersecurity suite, comprising three standalone cybersecurity solutions:
Level 0 DetectionIncident Response
The physical foundation. An out-of-band hardware sensor that captures raw electrical
signals to establish uncompromised "Physical Truth".
Levels 1-4 DetectionIncident Response
The analytical engine. Advanced software that correlates Level 0-4 data to identify
False Data Injection and stealth attacks in real-time.
Simulation
A simulator that safely injects software-based anomalies to train teams on real
attack patterns without risking live equipment.
Key Benefits
Early Threat Detection
Detects physical impact during the exploitation phase, before processes are compromised.
High-Certainty Insights
Distinguishes genuine cyber incidents from operational faults using physical validation.
Regulatory Compliance
Provides the forensic evidence needed for NERC, NIS2, and CIRCIA reporting.
Zero Operational Risk
Fully non-intrusive, out-of-band architecture with no impact on live equipment.
Incident Response Lifecycle (NIST Framework)
SigaML² serves as a Decision Support System (OT-DSS), providing the intelligence needed to manage cyber events across all NIST framework phases.
1. Preparation
Readiness: Train teams using Siga-PAS to simulate realistic attack scenarios and build shared operational playbooks without affecting live equipment.
Safety: Identify security gaps through full-scale simulations in a controlled, software-only environment.
2. Detection & Analysis
Visibility: SigaGuard captures the "physical truth" at Level 0, detecting the earliest expressions of an attack via raw electrical signals.
Verification: SigaGuardX uses ML to immediately expose False Data Injection by comparing reported HMI data against physical behavior.
3. Containment & Eradication
Decisive Action: Provides the real-time assessment needed to safely decide whether to shut down, disconnect, or continue operations.
Intelligence: Identifies the exact attack vector and spread, enabling surgical eradication of the threat.
4. Recovery & Forensics
Validation: Use unfiltered Level 0 data to verify the process has safely returned to a stable state.
Evidence: Maintain forensics-ready records with high-resolution sampling (10–100 Hz) to reconstruct how and where an attack occurred.
Core Standards Support
For organizations facing increasing regulatory pressure, the SigaML² suite provides a verifiable physical evidence base to support global governance
requirements. By monitoring the "physical truth" at Level 0, SIGA helps asset owners bridge the gap between technical reality and mandatory reporting
mandates.
Regulatory Compliance & Global Standards Alignment
NIS2 Directive (EU)
Delivers continuous process integrity evidence required for European regulatory reporting and internal assurance.
SigaGuardX provides high-resolution forensic records to meet strict 24-72 hour incident notification clocks.
NERC CIP
Supports grid reliability and mandatory field I/O monitoring for critical power infrastructure. It provides
real-time validation to detect incorrect data in SCADA systems, aligning with current reliability standards.
U.S. CIRCIA / TSA
Enables mandatory impact verification and reporting compliance through validated Level 0 data. This ensures
that even "blinded" SCADA systems do not prevent accurate forensic reconstruction of a cyber event for
federal reporting.
Protecting the process layer of critical infrastructure with an unhackable source of truth
Frequently Asked Questions
What is SigaML²?
SigaML² is a suite of OT cybersecurity solutions that uses Machine Learning to analyze data gathered from all levels of OT SCADA (Purdue Model 0–4). It combines advanced machine learning with multi-level data collection, including the process level (Level 0).
What makes SigaML² different from traditional OT cybersecurity tools?
Traditional OT tools focus on early-stage detection at specific Purdue levels and often miss attacks once they reach the execution phase. SigaML² extracts data across multiple OT levels (including raw electrical signals at Level 0) to detect how an attack is unfolding in real time.
How does SigaML² help with incident response?
The suite acts as an OT Decision Support System (OT-DSS), providing critical data during the containment, eradication, and recovery phases to help CISOs decide whether to shut down, disconnect, or continue operations with caution.
Do I need to install SigaGuard hardware to use the platform?
While SigaGuardX software can be applied to Level 1–4 data alone, full Level 0 visibility and protection against False Data Injection require connecting SigaGuard hardware to a subset of critical I/Os.
Is there an on-premise version?
Yes. SigaML² offers flexible deployment options for on-premise, cloud, or hybrid environments, and is available as a VM on the Azure Marketplace.
Still have questions?
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