MIT's AI Risk Repository: A Game-Changer for AI Security
MIT's new AI Risk Repository represents a significant leap forward in our ability to systematically identify, categorize, and mitigate AI-related risks.
Securing AI
Articles on securing AI systems
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Unlocking the Impact: Safeguarding Against AI Security Breaches
In this article, we delve into the important topic of safeguarding against AI security breaches. We explore the various types of threats that AI systems can face, from data breaches and unauthorized access to adversarial attacks that manipulate AI algorithms.
Adaptive Asymmetric Cyber Defense
Traditional static defense mechanisms are no longer sufficient to protect critical infrastructure, sensitive data, and digital assets from sophisticated adversaries.
AI Supply Chain Security
Recent incidents have highlighted the extensive impact of supply chain attacks, affecting not only traditional software systems but also AI-specific contexts.
Model Hijacking: Collaborative AI's Hidden Threat
While cybersecurity professionals are familiar with traditional threats like data breaches and DDoS attacks, federated learning presents unique dangers, such as model hijacking and neural network trojans.
Generative AI: The Hidden Data Security Minefield
The data pipeline for these AI models is fraught with vulnerabilities, making each stage a potential target for security breaches. For security professionals, addressing these risks is crucial.
Securing Generative AI Systems
This essay explores the unique security considerations surrounding generative AI and why I believe this will be the next significant frontier in cybersecurity.
Adversarial Attacks on AI Systems: Insights from Adversarial Policies Against Superhuman Go AIs and Beyond
Adversarial Attacks on AI Systems
Navigating the Complex Landscape of AI Security: Threats and Countermeasures in Artificial Intelligence Systems
Threats and Countermeasures in Artificial Intelligence Systems
Toward an Active Cyber Defense Strategy: US-China Competition in AI
US-China Competition in AI
Human-Machine Competition and Teaming in AI-Driven Cyber Wargames and CTFs
Wargaming and Capture the Flag (CTF) events have long been used to train and test the skills of cybersecurity professionals. With the advent of AI, a new dimension has been added to these challenges, pitting machines against humans in complex, dynamic scenarios.