GateDrain: Availability Attacks and Admission-Side Defense for Confidence-Gated Edge-Cloud Inference
该论文研究的是「置信度门控(confidence-gated)边缘-云协同推理」这一常见部署范式中的可用性安全问题。其基本机制是:边缘侧模型先对输入做本地预测,若校准后的置信度高于阈值,就直接在边缘返回结果;若低于阈值,则将请求升级(off
今日共收录 1279 条安全情报,包含 376 个 CVE,505 篇安全通告,以及 100 篇研究论文。
← 返回归档列表该论文研究的是「置信度门控(confidence-gated)边缘-云协同推理」这一常见部署范式中的可用性安全问题。其基本机制是:边缘侧模型先对输入做本地预测,若校准后的置信度高于阈值,就直接在边缘返回结果;若低于阈值,则将请求升级(off
该论文研究的是量子网络环境下的零知识证明(Zero-Knowledge Proof, ZKP)问题。零知识证明是一种基础密码学原语,允许证明者向验证者证明某个陈述为真,同时不泄露除「该陈述有效」之外的任何信息。作者指出,现有绝大多数 ZKP
研究背景:量子计算对现行公钥密码体系构成现实威胁,NIST 已完成三类后量子签名标准的制定——ML-DSA 与 FN-DSA 基于格困难问题,SLH-DSA 则基于哈希假设。为保持密码敏捷性(crypto agility),避免某一数学假设
CVE-2026-49994
Bluehood monitors local bluetooth activity. Prior to version 0.7.1, when auth_enabled is set in Bluehood, only the HTML
CVE-2026-101913
ip-address is a library for parsing and manipulating IPv4 and IPv6 addresses in JavaScript. Prior to 10.5.1, the Address
CVE-2026-101912
ip-address is a library for parsing and manipulating IPv4 and IPv6 addresses in JavaScript. Prior to 10.7.1, the isInSub
CVE-2026-101911
ip-address is a library for parsing and manipulating IPv4 and IPv6 addresses in JavaScript. Prior to 10.7.1, the Address
CVE-2026-101910
ip-address is a library for parsing and manipulating IPv4 and IPv6 addresses in JavaScript. From 10.2.0 until 10.5.1, th
CVE-2026-101894
The decompress package for Node.js extracts archives. Prior to 10.2.2 and 11.1.4, the default decompress(input, output)
CVE-2026-101080
A vulnerability was identified in Tencent AI-Infra-Guard up to 4.5.2/4.6.2. This affects the function startsWith of the
CVE-2026-88804
An unauthenticated update of public UI settings could be used by remote attackers to execute a stored cross-site scripti
CVE-2026-88805
Incorrect credential cleaning on logout could be used by remote attackers to keep access credentials even after the acco
CVE-2026-101861
Langflow 1.0.16 before 1.12.0 and 0.0.94 before 1.12.0 contain an unsafe eval() vulnerability in schema.py that allows a
CVE-2026-101079
A vulnerability was found in agentverus agentverus-scanner up to 0.8.1. Affected by this vulnerability is the function i
CVE-2026-88808
A vulnerability has been identified within Rancher Manager where the Fleet agent wrote resources to downstream clusters
CVE-2026-93539
A vulnerability was discovered in Fleet's Git webhook receiver (the gitjob webhook service). When a webhook secret is no
CVE-2026-93538
A cross-tenant authorization issue was discovered in SUSE Rancher Fleet. During agent-initiated cluster registration, cl
CVE-2026-93537
A user who can supply bundle content to a repository referenced by a GitRepo resource, for example through Git push acce
CVE-2026-87798
Improper link resolution in the recursive file pull feature of the LXD CLI client in Canonical LXD versions 4.0.2 up to
CVE-2026-87799
Improper link resolution in the migration receive path in Canonical LXD versions 4.0 and later (fixed in 4.0.14, 5.0.10,