CourseDefense, Military Engineering & Land Systems Applications open

Course in Ethics in University ISR Systems

Online 300-hour course in ethics in university ISR systems. 6 modules covering Regulation (EU) 2016/679 (GDPR), European Convention on Human Rights, Article 8 (private life) and QGIS. Dedicated tutor and open enrolment.

Duration300 h
ModeOnline
Start datesSet by the faculty
AwardSEIUM Institute certificate

Course in Ethics in University ISR Systems — studying from Canada

Canada's defence sector is centred on procurement and sustainment through the Department of National Defence and Defence Research and Development Canada. Industrial activity spans land vehicles, naval systems, avionics and electronics, with firms in Ontario, Québec, Nova Scotia and British Columbia. Companies such as General Dynamics Land Systems Canada and Lockheed Martin Canada are notable employers, alongside a broad base of small and medium suppliers. Engineers work on systems integration, vehicle protection, logistics and sustainment, operating within strict security and export control frameworks.

Fees for Canada: C$1,240 (Canadian dollar), with instalments and employer sponsorship available.

Relevant bodies in Canada

  • Department of National Defence (DND)
  • Defence Research and Development Canada (DRDC)
  • Canadian Association of Defence and Security Industries (CADSI)
  • Public Services and Procurement Canada

Typical roles

  • Defence Systems Engineer
  • Land Systems Engineer
  • Systems Integration Engineer
  • Sustainment Engineer

Questions from Canada

Which Canadian bodies or processes govern defence engineering recognition?

Defence engineering in Canada often involves government procurement and security clearances, and engineers typically hold provincial Professional Engineer licences where a title is required. SEIUM's qualifications are private and not official state degrees or accredited by a national body, so they do not confer licensing or clearance. Recognition is for employers or the relevant body to decide, so verify this first.

Would Canadian defence or land systems employers accept this training?

Canadian defence employers and contractors generally rely on security clearance, licensing and demonstrated experience. A private qualification may support your application, but it is unlikely to replace those requirements, and its acceptance is up to each employer. A SEIUM final project can help show applied skill, so discuss expectations with prospective employers early.

Can I study remotely while working, and what are the costs and language demands?

Yes, the programmes are fully online, so you can study from Canada or elsewhere without a student visa, and fit sessions around work. Specialist courses are 300 hours, postgraduate diplomas 800 and master's 1,900. Teaching is in English, supported by an assigned technical tutor. Fees are payable in instalments, and employer sponsorship may be available.

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Learning outcomes

What you will be able to do

01

Understand what ISR systems are and their presence in academic research.

02

Analyse the risks to privacy and fundamental rights.

03

Design governance processes for academic projects involving ISR.

04

Evaluate the use of artificial intelligence in the analysis of images and data.

05

Identify possible misuse and establish safeguards.

06

Apply dual-use regulation to results and collaborations.

07

Develop a responsible ISR research project.

Profile

Who it's for

  • Researcher in remote sensing and computer vision who wants to specialise in ethics in university ISR systems.
  • Data protection officer who wants to specialise in ethics in university ISR systems.
  • Research project manager who wants to specialise in ethics in university ISR systems.
  • Image processing engineer who wants to specialise in ethics in university ISR systems.
  • Export control specialist who wants to specialise in ethics in university ISR systems.
  • Research ethics adviser who wants to specialise in ethics in university ISR systems.
  • Engineering or science graduates seeking to join universities and research centres.
Standards & tools

What you'll work with

  • Regulation (EU) 2016/679 (GDPR)
  • European Convention on Human Rights, Article 8 (private life)
  • Regulation (EU) 2021/821 (control of dual-use items)
  • Regulation (EU) 2024/1689 (Artificial Intelligence Act)
  • Organic Law 3/2018 (protection of personal data and guarantee of digital rights)
  • European Code of Conduct for Research Integrity (ALLEA, 2023)
  • ISO/IEC 27001 (information security)
Syllabus

6 modules · 300 h

  1. 1.1Intelligence, surveillance and reconnaissance: concepts
  2. 1.2Electro-optical, infrared and radar sensors
  3. 1.3Platforms: satellites, UAS and ground stations
  4. 1.4Multisensor data fusion
  5. 1.5Image processing and exploitation
  6. 1.6University research in ISR
  7. 1.7Civil applications: emergencies and the environment
  8. 1.8Dual use of surveillance capabilities
  9. 1.9Stakeholders in ISR projects
  10. 1.10Workshop: map of civil and military uses of a sensor
  1. 2.1Surveillance and fundamental rights
  2. 2.2GDPR and data captured by sensors
  3. 2.3Data protection impact assessment
  4. 2.4Facial recognition and biometrics
  5. 2.5Regulation (EU) 2024/1689: prohibited practices
  6. 2.6Personal data in training datasets
  7. 2.7Anonymisation of aerial imagery
  8. 2.8Mass versus targeted surveillance
  9. 2.9ECtHR case law on surveillance
  10. 2.10Case study: aerial dataset containing people
  1. 3.1Ethics committees and project review
  2. 3.2Export control of sensors and software
  3. 3.3Fundamental research exemption
  4. 3.4Access for international students
  5. 3.5Classification of results
  6. 3.6Responsible publication
  7. 3.7Defence funding and transparency
  8. 3.8Agreements with industrial partners
  9. 3.9End-user assessment
  10. 3.10Practice: ethical review of an ISR project
  1. 4.1Automatic object detection
  2. 4.2Bias and errors in classification
  3. 4.3Automation bias in the analyst
  4. 4.4Explainability of vision models
  5. 4.5Validation with operational data
  6. 4.6Decision chain from data to action
  7. 4.7Liability for identification errors
  8. 4.8NATO principles for responsible use of AI
  9. 4.9Model auditing
  10. 4.10Laboratory: error analysis of a vehicle detector
  1. 5.1Repression and surveillance of dissidents
  2. 5.2Technology transfer to authoritarian regimes
  3. 5.3Council Common Position 2008/944/CFSP on arms exports
  4. 5.4Human rights due diligence
  5. 5.5UN Guiding Principles on Business and Human Rights
  6. 5.6Technical safeguards: use restriction
  7. 5.7Reporting misuse
  8. 5.8Cases of exported surveillance software
  9. 5.9Researcher's responsibility
  10. 5.10Case study: collaboration request from a third country
  1. 6.1Selecting an ISR use case
  2. 6.2Technical description of the system
  3. 6.3Privacy impact assessment
  4. 6.4Dual-use and export analysis
  5. 6.5AI risk assessment
  6. 6.6Technical and organisational safeguards
  7. 6.7University governance plan
  8. 6.8Final ethical evaluation
  9. 6.9Report and presentation
  10. 6.10Final review with the tutor
Methodology, software & labs

How you'll learn

100% online training on the SEIUM campus, with downloadable material, recorded classes and assigned technical tutor. No fixed timetables: students progress at their own pace within the intake, which makes it possible to combine study with work.

Each module combines theory, guided reading of the original standard and applied exercises. The working software is QGIS, Python (OpenCV), Label Studio, NVivo, in free, academic or evaluation versions. Case studies are based on real procedures from ethical reviews of research projects, data protection impact assessments and analysis of image datasets. Assessment is continuous per module plus the final integrating project.

Accredited laboratories(EN ISO/IEC 17025) with rotor test rig, EMC/lightning pre-compliance, HIL/SIL, vibration/acoustics.
Evidence-driven thesis:safety case, test plan, compliance dossier and operational limits.
Industry mentoring:teaching staff with experience in training, , eVTOL/UAM and flight test.
Flexible format(hybrid/online), international cohorts and support from SEIUM Career Services.
Ethics and safety:with a safety-by-design approach, cyber-OT, IHL and compliance as its pillars.
Capstone project

Build it end to end

Your final project follows the real engineering workflow, step by step, reviewed by your tutor.

Selection of an ISR use case

Understand what ISR systems are and their presence in academic research.

Technical description of the system

Analyse the risks to privacy and fundamental rights.

Privacy impact assessment

Design governance processes for academic projects involving ISR.

Dual-use and export analysis

Evaluate the use of artificial intelligence in the analysis of images and data.

AI risk assessment

Identify possible misuse and establish safeguards.

Career opportunities

Where this takes you

Researcher in remote sensing and computer visionData protection officerResearch project managerImage processing engineerExport control specialistResearch ethics adviser
Admissions & scholarships

Requirements

  • No prior degree required.
  • Internet connection and a computer capable of running the programme's software.
  • Sufficient level of Spanish to follow technical regulatory texts.

Ready to start?

Send your application today. Our admissions team replies within 72 hours with your study plan and funding options.

FAQ

Frequently asked questions

The programme totals 300 hours spread over 3 to 5 months. That is between 10 and 15 hours per week on average, compatible with full-time work.

The course works with QGIS, Python (OpenCV), Label Studio and NVivo. Free, academic or evaluation versions are used, and the tutor indicates the free alternative where one exists.

A SEIUM own diploma upon passing the continuous assessment and the integrating project. It is in-house training, not an official qualification from the Ministry of Education.

Yes. Modules passed in a course or postgraduate diploma in the same area are recognised in the higher programme. Please check the recognition policy when you enrol.

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