Outsmarting AI with Model Evasion
In the cybersecurity arena, artificial intelligence classifiers like neural…
Securing Machine Learning Workflows through Homomorphic Encryption
While ML/AI in its pioneering days might have gotten away by considering data…
Understanding Data Poisoning: How It Compromises Machine Learning Models
Machine learning (ML) and artificial intelligence (AI) have rapidly…
Semantic Adversarial Attacks: When Meaning Gets Twisted
A particular subset of AI/ML adversarial attcks that often flies under the…
Understanding and Addressing Biases in Machine Learning
Introduction ML enables computers to learn from data and make decisions,…
Adversarial Attacks: The Hidden Risk in AI Security
Importance of Understanding Threats in AI/ML Why Should We Care about…
Gradient-Based Attacks: A Dive into Optimization Exploits
Introduction Understanding Gradient-Based Attacks How Gradient-Based…
The Unseen Dangers of GAN Poisoning in AI
Introduction What Are GANs? What is GAN Poisoning? The Unseen Risks of GAN…
"Magical" Emergent Behaviours in AI: A Security Perspective
Introduction Examples of "Magic" Emergent Behaviours in AI AlphaGo's Move…