Olivia McGoffin
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126
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Crypto×1AI×1
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2026
FragBench: Cross-Session Attacks Hidden in Benign-Looking Fragments
The paper introduces FragBench, a novel benchmark designed to detect malicious LLM attacks that are split across multiple, seemingly benign sessions, showing that cross-session graph modeling is necessary for effective defense.
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cs.CRcs.AIRecentMay 10, 2026
FragBench: Cross-Session Attacks Hidden in Benign-Looking Fragments
Astha Mehta, Niruthiha Selvanayagam, Cedric Lam, Hengxu Li +9 more
The paper introduces FragBench, a novel benchmark designed to detect malicious LLM attacks that are split across multiple, seemingly benign sessions, showing that cross-session graph modeling is neces…
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