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A single adversarial document can be rendered ineffective against a tri-layer defense, reducing attack success rates from over 67% to just 3%.
Unlock expert developer reasoning: a new dataset distills complex GitHub issue discussions into structured trajectories, revealing the collaborative problem-solving process behind open-source software.