Breaking the Machine: Real-World Adversarial Testing for AI-Enabled Systems

Breaking the Machine: Real-World Adversarial Testing for AI-Enabled Systems

Saturday, 14 February 2026

10:30 AM - 11:45 AM IST

Haydar Majeed, PhD

Haydar Majeed, PhD

Program Director, MS in Cyber Security Engineering, USD

Program Director, MS in Cyber Security Engineering, USD

What Will You Walk Away With

What Will You Walk Away With

A live demonstration of adversarial attacks on deployed AI models

Black-box AI vulnerability detection techniques used by defence contractors

1:1 interaction with an industry-leader training tomorrow’s cybersecurity engineers

Career insights into high-demand cybersecurity roles from accomplished USD alumni

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About the Masterclass

About the Masterclass

AI systems power banking, healthcare, and defense, but 41% of enterprises have already experienced security incidents from adversarial attacks. Most cybersecurity professionals still lack the skills to test and defend against emerging threats.


This Masterclass delivers a live demonstration of how AI-enabled systems are attacked and secured in real-world environments.

Hosted by USD's Shiley-Marcos School of Engineering, the session reveals adversarial testing methodologies used to protect critical infrastructure, moving beyond theory to hands-on defense operations.

AI systems power banking, healthcare, and defense, but 41% of enterprises have already experienced security incidents from adversarial attacks. Most cybersecurity professionals still lack the skills to test and defend against emerging threats.


This Masterclass delivers a live demonstration of how AI-enabled systems are attacked and secured in real-world environments.

Hosted by USD's Shiley-Marcos School of Engineering, the session reveals adversarial testing methodologies used to protect critical infrastructure, moving beyond theory to hands-on defense operations.

Meet the Speaker

Meet the Speaker

Dr. Haydar Majeed is an internationally recognized cybersecurity and emerging technologies expert with over 15 years of experience driving innovation in Cybersecurity, Blockchain, and Artificial Intelligence. As an award-winning intelligence contractor for the U.S. military, Prof. Majeed has leveraged his technical acumen to support critical overseas missions.


His global certifications include C|CISO, CISM, CISA, and ISO/IEC Certified Lead Auditor.

Dr. Haydar Majeed is an internationally recognized cybersecurity and emerging technologies expert with over 15 years of experience driving innovation in Cybersecurity, Blockchain, and Artificial Intelligence. As an award-winning intelligence contractor for the U.S. military, Prof. Majeed has leveraged his technical acumen to support critical overseas missions.


His global certifications include C|CISO, CISM, CISA, and ISO/IEC Certified Lead Auditor.

Past Credentials

  • Sr. Security Consultant, Booz Allen Hamilton International

  • Chief Information Security Officer, (CISO) CRIPTIQ

  • Contractor, United States Government

Programs offered by the University of San Diego

Programs offered by the University of San Diego

The University of San Diego offers accredited Master's programs in Cyber Security, designated as National Centers of Academic Excellence by the federal government. Whether you're building engineering solutions or leading operations, USD prepares you for high-impact roles in critical infrastructure defense.

The University of San Diego offers accredited Master's programs in Cyber Security, designated as National Centers of Academic Excellence by the federal government.


Whether you're building engineering solutions or leading operations, USD prepares you for high-impact roles in critical infrastructure defense.

MS in Cyber Security Engineering

Months

20

Total Units

36

Format

Online

On-Campus

Transfer

Curriculum

Applied Cryptography

Secure System Lifecycle

Incident Handling & Detection

Career Opportunities

Lead Cybersecurity Engineer ∙ Cybersecurity Analyst ∙ Cloud Cybersecurity Analyst ∙ Cybersecurity Forensics Professional

Average Salary

$100,000 - $120,000

Where Students Work

MS in Cyber Security Operations and Leadership

Months

20

Total Units

30

Format

Online

Curriculum

Enterprise Security Architecture

Governance and Risk

Cybersecurity Law & Policy

Career Opportunities

Chief Information Security Officer ∙ VP of Information and Cybersecurity ∙ Security Auditor ∙ Cybersecurity Consultant

Average Salary

$150,000 - $170,000

Where Students Work

Ranked in the top 50
Best Colleges in the US

(Wall Street Journal Annual Ranking 2024)
Ranked in the top 50
Best Colleges in the US

(Wall Street Journal Annual Ranking 2024)

Accredited by

Accredited by