Blake Gatto

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Publication activitypapers/week, last 8 weeks

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Constitutional AI & AI Ethics (1)Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)

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Manish Bhatt (1)Sarthak Munshi (1)Vineeth Sai Narajala (1)I. Habler (1)

Papers (1)

Apr 7, 2026

Manish Bhatt +6Apr 7, 2026

The Defense Trilemma: Why Prompt Injection Defense Wrappers Fail?

Input wrappers meant to defend against prompt injection are fundamentally limited: you can't have continuity, utility, and complete safety, no matter how clever the wrapper.

Manish Bhatt, Sarthak Munshi, Vineeth Sai Narajala +4

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness

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Blake Gatto

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)