# lost-in-the-middle
標記為「lost-in-the-middle」的 4 篇文章
Context Window Internals
How attention decay, positional encoding limits, and memory management in transformer context windows create exploitable patterns for red team operations.
context-windowattention-decaypositional-encodinglost-in-the-middleexploitation
Context Window Exploitation (Training Pipeline)
Context window limits as attack surface: context stuffing, attention dilution, lost-in-the-middle attacks, and how context length affects injection success rates.
context-windowattention-dilutionlost-in-the-middlecontext-stuffingpositional-bias
Context Window Internals
How attention decay, positional encoding limits, and memory management in transformer context windows create exploitable patterns for red team operations.
context-windowattention-decaypositional-encodinglost-in-the-middleexploitation
上下文視窗利用（訓練管線）
上下文視窗上限作為攻擊面：上下文塞滿、注意力稀釋、lost-in-the-middle 攻擊，以及上下文長度如何影響注入成功率。
context-windowattention-dilutionlost-in-the-middlecontext-stuffingpositional-bias