Students

PICT8070 – Open-Source Intelligence

2026 – Session 1, In person-scheduled-weekday, North Ryde

General Information

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Unit convenor and teaching staff Unit convenor and teaching staff Lecturer
Tshepo Gwatiwa
Arts Precinct, B351
All consultations will be via Zoom or MS Teams
Julian Droogan
Credit points Credit points
10
Prerequisites Prerequisites
Admission to MIntell
Corequisites Corequisites
Co-badged status Co-badged status
Unit description Unit description
In today’s information-rich environment, open-source intelligence (OSINT) has become an important public source of information and analysis. This hands-on unit teaches students a range of OSINT techniques, skills, and approaches essential to modern intelligence practice. Students will learn to use geolocation tools, conduct image analysis, and apply cyber investigative techniques, among other methods. The unit is structured around a progression from guided instruction in OSINT tools to independent intelligence collection and analysis. Students will plan and conduct investigations, assess sources, and produce intelligence products grounded in publicly available information. Ethical and security considerations are explored throughout, encouraging students to engage critically with the challenges of open-source work. By the end of the unit, students will be proficient in using a range of OSINT techniques to support robust, ethically informed intelligence assessments.

 

Important Academic Dates

Information about important academic dates including deadlines for withdrawing from units are available at https://www.mq.edu.au/study/calendar-of-dates

Learning Outcomes

On successful completion of this unit, you will be able to:

  • ULO1: Use investigative tools and techniques to collect and analyse open-source information in producing intelligence.  
  • ULO2: Exercise critical judgment in evaluating the reliability, relevance, and limitations of open-source intelligence sources.
  • ULO3: Produce original intelligence using open-source data, tailored to real-world decision-making needs.  
  • ULO4: Assess and respond to ethical and security challenges associated with conducting open-source intelligence in contemporary intelligence practice.

Assessment Tasks

Name Weighting Hurdle Due Groupwork/Individual Short Extension AI assisted?
Examination 50% No 01/04/2026 No
Intelligence Report 50% No 10/06/2026 Individual No Open AI

Examination

Assessment Type 1: Examination
Indicative Time on Task 2: 49 hours
Due: 01/04/2026
Weighting: 50%
Groupwork/Individual:
Short extension 3: No
AI assisted?:

Students will be given a test to assess their open-source intelligence skills and knowledge.


On successful completion you will be able to:
  • Use investigative tools and techniques to collect and analyse open-source information in producing intelligence.  
  • Exercise critical judgment in evaluating the reliability, relevance, and limitations of open-source intelligence sources.
  • Produce original intelligence using open-source data, tailored to real-world decision-making needs.  
  • Assess and respond to ethical and security challenges associated with conducting open-source intelligence in contemporary intelligence practice.

Intelligence Report

Assessment Type 1: Written Submission
Indicative Time on Task 2: 49 hours
Due: 10/06/2026
Weighting: 50%
Groupwork/Individual: Individual
Short extension 3: No
AI assisted?: Open

Students will complete an intelligence report that leverages their acquired open-source intelligence skills.

 


On successful completion you will be able to:
  • Use investigative tools and techniques to collect and analyse open-source information in producing intelligence.  
  • Produce original intelligence using open-source data, tailored to real-world decision-making needs.  
  • Assess and respond to ethical and security challenges associated with conducting open-source intelligence in contemporary intelligence practice.

1 If you need help with your assignment, please contact:

  • the academic teaching staff in your unit for guidance in understanding or completing this type of assessment
  • the Writing Centre for academic skills support.

2 Indicative time-on-task is an estimate of the time required for completion of the assessment task and is subject to individual variation.

3 An automatic short extension is available for some assessments. Apply through the Service Connect Portal.

Delivery and Resources

UNIT REQUIREMENTS AND EXPECTATIONS  

  • You should spend an average of 12 hours per week on this unit. This includes listening to lectures prior to seminar or tutorial, reading weekly required materials as detailed in iLearn, participating in iLearn discussion forums and preparing assessments.  

  • Internal students are expected to attend all seminar or tutorial sessions, and external students are expected to make significant contributions to on-line activities.  

  • In most cases students are required to attempt and submit all major assessment tasks in order to pass the unit.  

   

REQUIRED READINGS  

  • The citations for all the required readings for this unit are available to enrolled students through the unit iLearn site, and at Macquarie University's library site.  Electronic copies of required readings may be accessed through the library or will be made available by other means.  

    TECHNOLOGY USED AND REQUIRED  

  • Computer and internet access are essential for this unit. Basic computer skills and skills in word processing are also a requirement.  

  • This unit has an online presence. Login is via: https://ilearn.mq.edu.au/  

  • Students are required to have regular access to a computer and the internet. Mobile devices alone are not sufficient.  

  • Information about IT used at Macquarie University is available at  http://students.mq.edu.au/it_services/  

   

SUBMITTING ASSESSMENT TASKS  

  • All text-based assessment tasks are to be submitted, marked and returned electronically.  This will only happen through the unit iLearn site.   

  • Assessment tasks must be submitted as a MS word document by the due date.  

  • Most assessment tasks will be subject to a 'TurnitIn' review as an automatic part of the submission process.  

  • The granting of extensions is subject to the university’s Special Consideration Policy. Extensions will not be granted by unit conveners or tutors, but must be lodged through Special Consideration: https://students.mq.edu.au/study/my-study-program/special-consideration      

LATE SUBMISSION OF ASSESSMENT TASKS  

Unless a Special Consideration request has been submitted and approved, a 5% penalty (of the total possible mark) will be applied each day a written assessment is not submitted, up until the 7th day (including weekends). After the 7th day, a mark of‚ 0 (zero) will be awarded even if the assessment is submitted. Submission time for all written assessments is set at 11.55pm. A 1-hour grace period is provided to students who experience a technical issue.  

This late penalty will apply to non-timed sensitive assessment (incl essays, reports, posters, portfolios, journals, recordings etc). Late submission of time sensitive tasks (such as tests/exams, performance assessments/presentations, scheduled practical assessments/labs etc) will only be addressed by the unit convenor in a Special consideration application. Special Consideration outcome may result in a new question or topic 

WORD LIMITS FOR ASSESSMENT TASKS  

  • Stated word limits include footnotes and footnoted references, but not bibliography, or title page.  

  • Word limits can generally deviate by 10% either over or under the stated figure. 

   

REASSESSMENT OF ASSIGNMENTS DURING THE SEMESTER  

  • Macquarie University operates a Final Grade Appeal procedure as part of the Assessment policy in cases where students feel their work was graded inappropriately: https://policies.mq.edu.au/document/view.php?id=277 

  • In accordance with the Grade Appeal procedure, individual works are not subject to regrading.  

 

STAFF AVAILABILITY  

  • Department staff will endeavour to answer student enquiries in a timely manner. However, emails or iLearn messages will not usually be answered over the weekend or public holiday period.  

  • Students are encouraged to read the Unit Guide and look at instructions posted on the iLearn site before sending email requests to staff. 

 

 

Policies and Procedures

Macquarie University policies and procedures are accessible from Policy Central (https://policies.mq.edu.au). Students should be aware of the following policies in particular with regard to Learning and Teaching:

Students seeking more policy resources can visit Student Policies (https://students.mq.edu.au/support/study/policies). It is your one-stop-shop for the key policies you need to know about throughout your undergraduate student journey.

To find other policies relating to Teaching and Learning, visit Policy Central (https://policies.mq.edu.au) and use the search tool.

Student Code of Conduct

Macquarie University students have a responsibility to be familiar with the Student Code of Conduct: https://students.mq.edu.au/admin/other-resources/student-conduct

Results

Results published on platform other than eStudent, (eg. iLearn, Coursera etc.) or released directly by your Unit Convenor, are not confirmed as they are subject to final approval by the University. Once approved, final results will be sent to your student email address and will be made available in eStudent. For more information visit connect.mq.edu.au or if you are a Global MBA student contact globalmba.support@mq.edu.au

Academic Integrity

At Macquarie, we believe academic integrity – honesty, respect, trust, responsibility, fairness and courage – is at the core of learning, teaching and research. We recognise that meeting the expectations required to complete your assessments can be challenging. So, we offer you a range of resources and services to help you reach your potential, including free online writing and maths support, academic skills development and wellbeing consultations.

Student Support

Macquarie University provides a range of support services for students. For details, visit http://students.mq.edu.au/support/

Academic Success

Academic Success provides resources to develop your English language proficiency, academic writing, and communication skills.

The Library provides online and face to face support to help you find and use relevant information resources. 

Student Services and Support

Macquarie University offers a range of Student Support Services including:

Student Enquiries

Got a question? Ask us via the Service Connect Portal, or contact Service Connect.

IT Help

For help with University computer systems and technology, visit http://www.mq.edu.au/about_us/offices_and_units/information_technology/help/

When using the University's IT, you must adhere to the Acceptable Use of IT Resources Policy. The policy applies to all who connect to the MQ network including students.


Unit information based on version 2026.03 of the Handbook