[Submitted on 1 Sep 2025 (v1), last revised 30 Oct 2025 (this version, v3)] View a PDF of the paper titled DSDE: Dynamic Speculative Decoding with KLD Stability for Real-World Serving, by Mingyu Yang and 4 other authors View PDF HTML (experimental) Abstract:Speculative decoding accelerates large language model inference, but its reliance on a fixed speculation length is suboptimal in …

Executive Summary We discovered a new attack technique, which we call agent session smuggling. This technique allows a malicious AI agent to exploit an established cross-agent communication session to send covert instructions to a victim agent. Here, we discuss the issues that can arise in a communication session using the Agent2Agent (A2A) protocol, which is a popular option for managing …

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