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Sapienza University of Rome
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EVON transforms structured weight uncertainty into a practical tool, yielding superior performance in language model pretraining without the overhead of complex implementations.
A stealth data poisoning attack can hijack LLM steering vectors, achieving a 20-55% success rate while appearing benign to users.