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Remove duplicate entries 29-33 in Shield 50 README #9

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Remove duplicate entries 29-33 in Shield 50 README #9

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22 changes: 0 additions & 22 deletions Shield 50/README.md
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Expand Up @@ -123,28 +123,6 @@ Reference: https://arxiv.org/abs/2502.08734
Honeypot-based provable defense.
Reference: https://arxiv.org/abs/2503.09321

## **Decoding & Generation Defenses**

**29. SafeDecoding: Safety-Aware Decoding**
Modifies decoding to favor safe outputs.
https://arxiv.org/abs/2402.08983

**30. Erase-and-Check: Certifiable Safety**
Provable safety guarantees via erasure.
https://arxiv.org/abs/2309.02705

**31. Robust Prompt Optimization (RPO)**
Adversarially robust prompt optimization.
https://arxiv.org/abs/2401.17263

**32. The Task Shield: Enforcing Task Alignment**
Task-level verification for agents.
https://arxiv.org/abs/2502.08734

**33. MELON: Provable Defense via Secret Knowledge**
Honeypot-based provable defense.
https://arxiv.org/abs/2503.09321

## **Input Preprocessing Defenses**

**34. Paraphrase Defense**
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