Diverging Towards Hallucination: Detection of Failures in Vision-Language Models Via Multi-Token Aggregation

Vision-language models VLMs now rival human performance on many multimodal tasks, yet they still hallucinate objects or generate unsafe text. Current hallucination detectors, e.g., single-token linear probing SLP and PTrue, typically analyze only the logit of the first generated token or just its...

An attacker can steal funds from multi-token vaults

Handle WatchPug Vulnerability details The total balance should NOT be simply added from different tokens' tokenAmounts, considering that the price of tokens may not be the same. function balanceOfThis public view returns uint256 balance address memory tokens = manager.getTokensaddressthis; for...