#distillation-attacks News & Analysis

2 articles tagged with #distillation-attacks. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBearishCoinTelegraph – AI · Feb 257/104

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Anthropic says it's been targeted in massive distillation attacks

Anthropic alleges that Chinese AI companies DeepSeek, Moonshot, and MiniMax conducted massive distillation attacks against its Claude AI system, creating 24,000 accounts and making 16 million exchanges to scrape training data. This represents a significant case of AI model theft and highlights growing tensions in the global AI competition.

AINeutralarXiv – CS AI · May 296/10

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The Distillation Game: Adaptive Attacks & Efficient Defenses

Researchers present a game-theoretic framework analyzing the tension between model utility and distillation vulnerability, introducing Product-of-Experts (PoE) as an efficient defense mechanism. Their adaptive evaluation methodology reveals that existing defenses are significantly weaker against adaptive attacks than passive evaluation suggests, challenging current benchmarking practices in AI security.