AutoRAN-public

🧠 AutoRAN：大型推理模型中安全推理的自动化劫持 AutoRAN 是一种自动化的安全推理劫持方法，利用对齐程度较低（次要）的辅助模型模拟推理轨迹、生成叙事性提示，并迭代优化这些提示，以绕过现代大型推理模型（LRMs）中的安全推理。 ⚠️ 免责声明 ：本仓库仅用于受控安全研究和 AI 安全红队测试。 🔍 核心特性 ⚙️ 自动化多轮越狱 ：通过迭代提示优化实现 🧩 叙事模板 ：在看似合理的教育/道德幌子下包装恶意目标 🔁 优化策略 ：利用中间推理轨迹演化提示 📈 在商业 LRM 上近乎 100% 的攻击成功率 🔬 在 AdvBench 、HarmBench 和 StrongReject...

CVE-2026-101010: Improper Neutralization of Special Elements used in an SQL Command

A vulnerability was identified in aaPanel BaoTa up to 11.8.0. The impacted element is the function getData of the file /www/server/panel/class/data.py. The manipulation of the argument logtype leads to sql injection. It is possible to initiate the attack remotely. The exploit is publicly availabl...

CVE-2026-45562: Improper Neutralization of Special Elements used in an OS Command

FreePBX is an open source IP PBX. Prior to versions 16.0.4 and 17.0.6, the FreePBX Music on Hold MoH module contains a critical security flaw that allows authenticated attackers to execute arbitrary system commands with the privileges of the Asterisk service. Authentication with an existing FreeP...

CVE-2026-101072: Improper Neutralization of Special Elements used in an OS Command

A vulnerability was identified in Netcore NR289-GE 1.4.5102. This issue affects the function system of the file /apip.cgi of the component CGI Handler. Such manipulation of the argument ip leads to os command injection. The attack can be launched remotely. The exploit is publicly available and...

CVE-2026-87969: Improper Neutralization of Special Elements used in an OS Command

An OS command injection vulnerability in the WatchGuard AP diagnostic CLI allows an authenticated administrator to execute arbitrary operating system commands by supplying crafted input...

CVE-2026-101075: Improper Neutralization of Special Elements used in an OS Command

A security vulnerability has been detected in Netcore NR289-GE 1.4.5102. The impacted element is the function system of the file /locationtime.cgi of the component Location Time Handler. The manipulation of the argument mac leads to os command injection. Remote exploitation of the attack is...

CVE-2026-100898: Improper Neutralization of Special Elements used in an SQL Command

A vulnerability was detected in DevaslanPHP project-management 1.2.1/1.2.2/1.2.3/1.2.4/2.0.0-beta1. This affects the function whereRaw of the file app/Filament/Widgets/Timesheet/ActivitiesReport.php of the component Timesheet Dashboard. Performing a manipulation of the argument filter results in...

CVE-2026-101001: Improper Neutralization of Special Elements used in an OS Command

A vulnerability was identified in Netcore NBR200V2 1.3.241127.071246. This impacts the function eval of the file /www/cgi-bin/networktools of the component Web Management Interface. Such manipulation of the argument QUERYSTRING leads to os command injection. It is possible to launch the attack...

CVE-2026-101261: Improper Neutralization of Special Elements used in a Command

A flaw has been found in Ziroom ZHOME A0101 1.0.1.0. This affects an unknown part of the file /api/ZRnetwork/firstSetupwifi. Executing a manipulation of the argument loginpwd can lead to command injection. The attack may be performed from remote. The exploit has been published and may be used. Th...

DGF-Bench: A Benchmark for Simulating and Auditing Deception against Multi-Agent Governance Boards

Tool-using language-model agents can review enterprise projects as governance boards do: they read the evidence, apply written rules and decide whether the project may proceed. Part of that evidence comes from suppliers and project members with a stake in the decision. DGF-Bench is a benchmark in...

CVE-2026-55157: Improper Neutralization of Special Elements used in an OS Command

Token Optimizer MCP measures token savings per AI coding agent, optimizes context, and shares a live local knowledge graph across 16 CLI clients. Prior to version 5.1.0, token-optimizer-mcp is vulnerable to OS command injection in the smartuser tool. Any MCP client that can call the smartuser too...

CVE-2026-101018: Improper Neutralization of Special Elements used in an SQL Command

A vulnerability was determined in dayrui XunruiCMS up to 4.7.2. This issue affects the function groupalledit of the file dayrui/App/Member/Controllers/Admin/Home.php of the component Group Editing. This manipulation of the argument groupid causes sql injection. The attack is possible to be carrie...

CVE-2026-101008: Improper Neutralization of Special Elements used in a Command

A vulnerability was found in aaPanel BaoTa up to 11.8.0. Impacted is the function mergesplitfile of the file /www/server/panel/class/files.py of the component File Merge Handler. Performing a manipulation of the argument splitfilepath results in command injection. The attack is possible to be...

CVE-2026-54674: Improper Neutralization of Special Elements used in an OS Command

FreePBX is an open source IP PBX. Prior to versions 16.0.39 and 17.0.7, users authenticated via User Control Panel UCP are able to execute arbitrary commands on the PBX as the webserver user typically asterisk using specially crafted HTTP strings. Authenticated access to UCP is required. Note tha...

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GDCM Grassroots DICOM is an open-source C++ library for reading, writing, and processing DICOM Digital Imaging and Communications in Medicine medical imaging files. GDCM's command-line tool gdcmxml, which converts between XML and DICOM file formats, is vulnerable to a stack-based buffer overflow ...

PT-2026-99848

Name of the Vulnerable Software and Affected Versions ManageEngine DDI Central versions prior to 6201 Description Command injection is possible in the Windows DNS Query Resolution Policy name field, which can lead to remote code execution. Command injection is a flaw that allows an attacker to...

CVE-2026-12267: Improper Input Validation

ManageEngine DDI Central versions below 6201 are vulnerable to Command injection in Windows DNS Query Resolution Policy name field leading to remote code execution...

CVE-2026-93000: Improper Neutralization of Special Elements used in an SQL Command

The SPS-Suite WordPress plugin through 1.4.0 does not sanitise the search query before using it in a SQL query when its static-page search feature is enabled, allowing unauthenticated attackers to perform SQL injection attacks...

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GDCM Grassroots DICOM is an open-source C++ library for reading, writing, and processing DICOM Digital Imaging and Communications in Medicine medical imaging files. The gdcmstream command-line tool, used for stream-based reading and writing of DICOM images, is vulnerable to an integer overflow th...

PT-2026-99943

Name of the Vulnerable Software and Affected Versions WatchGuard AP affected versions not specified Description An OS command injection flaw in the diagnostic CLI allows an authenticated administrator to execute arbitrary operating system commands by providing specially crafted input...