NIST has published a report on adversarial machine learning attacks and mitigations, and cautioned that there is no silver bullet for these types of threats. Adversarial machine learning, or AML, …
Continue Reading about NIST: No Silver Bullet Against Adversarial Machine Learning Attacks
This post is a primer on a big topic, adversarial machine learning. More than any other development of, say, the last five to eight years, adversarial machine learning is very representative of a …
Continue Reading about The Challenges of and Defending Against Adversarial Machine Learning
OODA CEO Matt Devost featured the advent of adversarial machine learning in his keynote at OODAcon 2022. In recent conversations with OODA Senior Advisor and Network Member Chris Ward, we discussed …
Machine learning has become an important component of many applications we use today. And adding machine learning capabilities to applications is becoming increasingly easy. Many ML libraries and …
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Financial network complexity, biased algorithms, regulatory considerations, and predictive analytics (based on faulty foundational models) are only a few of the risk variables that will determine the …
Businesses are using machine learning (ML) to unlock valuable insights, gain operational efficiencies, and solidify competitive advantage. Recent developments in generative artificial intelligence and …
Continue Reading about Uncovering a Privacy-Preserving Approach to Machine Learning
An artificial intelligence security strategy (see “Securing AI – Four Areas to Focus on Right Now”) should be the cornerstone of any AI and machine learning (ML) efforts within your enterprise. We …
Researchers with CSIRO’s Data61 have developed a method to employ machine learning in order to "vaccinate" systems against adversarial attacks, which are attempts to tamper with machine learning …
While artificial intelligence (AI) has the potential to revolutionize the technologies that people and organizations rely on in virtually any field, AI security expert Dawn Song warns that threat …
Continue Reading about How malevolent machine learning could derail AI
Early warning systems are flashing red - indicating a growing "perfect storm" over the next 11 months as: Foundational Large Language Models (LLMs) grow exponentially - based on the exponential …
