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AI Security
Batch Exploration Attacks on Streamed Data Models
Batch exploration attacks are a class of cyber attacks where adversaries systematically query or probe streamed machine learning models to…
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AI Security
How Model Inversion Attacks Compromise AI Systems
A model inversion attack aims to reverse-engineer a target machine learning model to infer sensitive information about its training data.…
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AI Security
When AI Trusts False Data: Exploring Data Spoofing’s Impact on Security
Data spoofing is the intentional manipulation, fabrication, or misrepresentation of data with the aim of deceiving systems into making incorrect…
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AI Security
The Dark Art of Model Stealing: What You Need to Know
Model stealing, also known as model extraction, is the practice of reverse engineering a machine learning model owned by a…
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My Perspectives
The Quantum Computing Threat
Advances in quantum technology are accelerating currently, though the field of scientific study dates back to the late 1990s. Along…
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My Perspectives
AI and 5G: AI at the 5G Core – A Double-Edged Sword
The combination of AI and 5G presents many data challenges. These relate to the quality, quantity, storage, processing and privacy…
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My Perspectives
AI and 5G – Getting Smart About AI and 5G in Canada
If Canada wants to succeed with its AI-focused innovation agenda, it should also be at the forefront of 5G deployment,…
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AI Security
Risks of AI – Meeting the Ghost in the Machine
Because it demands so much manpower, cybersecurity has already benefited from AI and automation to improve threat prevention, detection and…
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My Perspectives
Digital Double Helix: Why the Fates of 5G and AI are Intertwined
In the same way that starlings connect to form a dynamic organism greater than themselves, so IoT, 5G and AI…
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AI Disinformation
AI-Exacerbated Disinformation and Threats to Democracy
Recent events have confirmed that the cyber realm can be used to disrupt democracies as surely as it can destabilize…
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AI Security
Adaptive Attacks: Learning to Evade Machine Learning-Based IDS
Attackers, often employing techniques like model querying, can gather valuable information regarding the target model’s structure, parameters, and learned features,…
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My Perspectives
AI Is Neither the End of Civilization nor the Beginning of Nirvana
Where AI, robots, IoT and the so-called Fourth Industrial Revolution are taking us, and how we should prepare for it…
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My Perspectives
AI’s Coming Impact on the Economy
AI is likely to spread across more and more industries. The efficiencies it will bring will likely result in greater…
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My Perspectives
AI and The Great Workforce Skill Set Shift
Whether AI and the technologies it enables will reach their full potential depends on the workforce that will work alongside…
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My Perspectives
Three Views of Artificial Intelligence (AI) Future
If you’ve read the many predictions about the future of AI, you’ve likely found them to be wildly different. They…
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