Skip to content
VAKTROSCADSI memberContact
Landsat satellite view of the islands, fjords and ice of western Greenland

Canadian engineering

Cyber & ML
for defence.

We develop sensing algorithms, security software and datasets for unmanned systems.

View expertise Contact Vaktros

Membership & technology partners

CADSI

CADSI Member

Fortinet

Fortinet Partner

UniFi

UniFi Partner

CANSEC 2026 Ottawa, Canada

CANSEC & Ottawa Conference

Sensing, security
& automation

Vaktros develops sensor-fusion algorithms, threat-analysis methods and secure software for government and defence teams.

Landsat image showing the intricate texture of glaciers along Greenland’s coast
Detection &
situational awareness
Imagery: USGS / Landsat 7 ↗

Detection &
sensor fusion

We develop algorithms that combine sensor inputs for long-range detection and situational awareness, accounting for timing, uncertainty and gaps in the data.

Detection & sensor fusion

Threat intelligence
& response

We apply machine learning to security logs and threat data to classify events, investigate suspicious activity and support response.

Cyber expertise

Secure automation
& verification

We design secure interfaces and verify software behaviour, including access controls and failure handling in automated systems.

Automation & verification

Data for
unmanned systems

We collect, label and analyse datasets for sensing and unmanned systems, then evaluate models against the conditions those systems will encounter.

Data & machine learning

Development
& verification

Our engineering work covers algorithms, software and system interfaces. We develop against the operating requirements and test how performance changes when inputs or conditions change.

Working with Vaktros
Requirements

System design

Identify the sensing task, available inputs, interfaces and operating limits.

Development

Software & machine learning

Build the data pipeline, algorithms and software needed for the task.

Verification

Performance & failure testing

Measure detection performance, false alarms and behaviour with missing or degraded inputs.

Cyber & ML
research

Our team’s published work includes language models for security-log analysis and synthetic data for document understanding.

Papers & code

CANSEC & the
Ottawa Conference

Our team attended both events in Ottawa in 2026, with a focus on cyber and machine learning for defence systems.

Read the update

Contact Vaktros

david@vaktros.com