Luze Sun
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126
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Crypto×1AI×1ML×1
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2026
PoisonForge: Task-Level Targeted Poisoning Benchmark for Instruction-Tuned LLMs
The paper introduces PoisonForge, a comprehensive benchmark demonstrating that even a small number of targeted poisoned examples can significantly compromise the safety and reliability of instruction-tuned LLMs across various model sizes.
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cs.CRcs.AIcs.LGRecentMay 22, 2026
PoisonForge: Task-Level Targeted Poisoning Benchmark for Instruction-Tuned LLMs
Luze Sun, Anshuman Suri, Harsh Chaudhari, Cristina Nita-Rotaru +1 more
The paper introduces PoisonForge, a comprehensive benchmark demonstrating that even a small number of targeted poisoned examples can significantly compromise the safety and reliability of instruction-…
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