Necmiye Genc

Securing AI Models

In our previous AI series, we delved into the realm of adversarial machine learning and introduced a system for classifying AI attacks. In this fourth installment of our AI Series, our focus will shift towards methods to mitigate these attacks. Let’s follow the same structure.. Previously, we categorized AI-related attacks into two main categories: Generative […]

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A Taxonomy of AI Attacks

In this part of the AI series, we will cover the topic of adversarial machine learning and attempt to create a taxonomy of AI attacks. We will also discuss mitigation strategies in Part #4. Q1. What is Adversarial Machine Learning? Adversarial machine learning is a technique employed by threat actors to manipulate machine learning models.

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Good AI, Bad AI

OpenAI introduced a “Preparedness Framework” just before the 2024 holiday season. This framework grants the company’s board of directors the authority to revise decisions made by CEO Sam Altman and the leadership team. It is currently a work in progress, labeled as “beta”, and was developed in response to the events of November 2023 when

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Global AI Regulations

The UK AI Safety Summit, along with G7 and US actions, signalled progress in AI last week. Over 100 attendees from various sectors met at Bletchley Park for the world’s first international AI Safety Summit, exploring the future of AI. Several big tech companies and nations signed a ‘landmark’ voluntary agreement to allow governments, including

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