MLsec
PulseAugur coverage of MLsec — every cluster mentioning MLsec across labs, papers, and developer communities, ranked by signal.
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AI security risks: Recursive pollution emerges as a new threat to CISOs
A new security vulnerability known as "recursive pollution" has emerged, targeting the Chief Information Security Officer (CISO) community. This threat exploits machine learning systems, potentially impacting how securi…
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BIML identifies recursive pollution as top ML security risk
BIML identifies recursive pollution as the primary risk within machine learning security. This threat involves the potential for AI systems to become corrupted by their own outputs or by malicious data introduced during…
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New podcast series explores emerging field of ML security
The Silver Bullet podcast has launched a new series dedicated to Machine Learning Security, also known as MLsec. This series features discussions with prominent figures in the field, including Phil Venables, Giovanni Vi…
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MLSec OG Patrick McDaniel visits Berryville Machine Learning Lab
Patrick McDaniel, a prominent figure in machine learning security (MLSec), recently visited BIML. McDaniel is recognized as a foundational researcher and a significant academic leader within the MLSec field. His visit h…
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ML researchers explore recursive pollution and model collapse impacts
A discussion on Mastodon highlights the distinction between recursive pollution and model collapse in machine learning. The conversation points to a research thread exploring these concepts, suggesting significant impli…