Needles at Scale: LLM-Assisted Target Selection for Windows Vulnerability Research

The attack surface of a modern operating system is a haystack: thousands of signed binaries and millions of functions, almost none relevant to any given vulnerability. A human analyst or an LLM agent must pick the function worth reading before analyzing it. At whole-OS scope, this target selectio...

UBUNTU-CVE-2026-46166

In the Linux kernel, the following vulnerability has been resolved: wifi: mac80211: use safe list iteration in radar detect work The call to ieee80211dfscaccancel can cause the iterated chanctx to be freed and removed from the list. Guard against this to avoid a slab-use-after-free error...

CVE-2026-40819 Unauthenticated SQLi in sync_data24 task

An unauthenticated remote attacker can exploit an unauthenticated SQL Injection vulnerability in the syncdata24 task due to improper neutralization of special elements in a SQL SELECT command. This can result in a total loss of confidentiality...

MemMorph: Tool Hijacking in LLM Agents Via Memory Poisoning

LLM-driven agents are capable of selecting external tools to complete users' tasks. However, attackers could compromise such process, steering agents toward inappropriate/wrong tools and enabling malicious actions. Most existing attacks primarily manipulate the tool metadata, which is easily...

PT-2026-42473

Name of the Vulnerable Software and Affected Versions gdk-pixbuf-loader-libheif versions prior to 1.22.2-1.1 Description An integer underflow leads to an out-of-bounds OOB memory access. This issue was discovered using AI-assisted fuzzing, a technique that uses artificial intelligence to...

Astra Linux – Vulnerability in Linux 5.10

In the Linux kernel, the following vulnerability has been resolved: media: ipu3imggu: Fixed NULL pointer dereferencing in active selection access. The IMGu driver handled this by first acquiring the pointers to the active devices, then attempting to use V4L2 subdev functions. Only after that did ...

Astra Linux – Vulnerability in Linux 5.10, Linux

In the Linux kernel, the following vulnerability has been resolved: vt: Clear the selection before changing the font. When changing the console font using ioctlKDFONTOP, the new font size may be larger than the previous one. As a result, a previously selected item may now be outside the new scree...

Astra Linux – Vulnerability in Firefox

Under unusual circumstances, selecting text may cause text selection caching to behave incorrectly, resulting in a crash. This vulnerability affects Firefox versions less than 99...

Astra Linux – Vulnerability in Linux 5.10

In the Linux kernel, the following vulnerability has been resolved: ipu3-imgu: A NULL pointer dereferencing occurred in imgusubdevsetselection. Calling v4l2subdevgettrycrop and v4l2subdevgettrycompose with a subdev state of NULL leads to a NULL pointer dereferencing. This issue can occur in...

Astra Linux – Vulnerability in Firefox and Thunderbird

When using X11, text selected by the page using the Selection API is erroneously copied into the primary selection, a temporary storage similar to the clipboard. This bug only affects Firefox on X11. Other systems are unaffected. This vulnerability affects Firefox versions earlier than 120, Firef...

Astra Linux – Vulnerability in Linux 5.10, Linux

Before version 5.17.9, the Linux kernel allowed TCP servers to identify clients by observing which source ports were used. This occurred due to the use of Algorithm 4 "Double-Hash Port Selection Algorithm" from RFC 6056...

freerdp: FreeRDP has a Heap-use-after-free in urb_select_interface

A heap buffer use after free has been discovered in FreeRDP. urbselectinterface can free the device's MS config on error but later code still dereferences it, leading to a use after free in libusbudevselectinterface...

GHSA-MC57-H6J3-3HMV iskorotkov/avro: Integer Overflow in Decoder

Integer Overflow in Avro Decoder Summary Several Avro decoder paths read attacker-controlled 64-bit values from the wire format and either narrowed them to platform-sized int before bounds-checking, or summed them with overflow-prone signed-int arithmetic. On 32-bit targets GOARCH=386, arm, mips,...

webdriverio 操作系统命令注入漏洞

WebdriverIO is an open-source automation testing framework for browsers and mobile devices developed by WebdriverIO. Versions of WebdriverIO prior to 9.24.0 had a vulnerability related to operating system command injection. This vulnerability stemmed from the getGitMetadataForAISelection function...

Arbitrary Argument Injection

Overview dbt-mcp is an A MCP Model Context Protocol server for interacting with dbt resources. Affected versions of this package are vulnerable to Arbitrary Argument Injection via the nodeselection or resourcetype parameters in the rundbtcommand process. An attacker can override configuration fil...

dbt MCP Server has an Argument Injection in dbt CLI Tool Wrappers via node_selection and resource_type Parameters

Discovered through manual source code review. Verified by PoC execution against a local dbt-mcp v1.15.1 installation. Summary rundbtcommand in src/dbtmcp/dbtcli/tools.py constructs the dbt subprocess argument list by appending user-supplied MCP tool parameters without sanitization. Two independen...

GHSA-XPWW-F6PM-CFHQ dbt MCP Server has an Argument Injection in dbt CLI Tool Wrappers via node_selection and resource_type Parameters

Discovered through manual source code review. Verified by PoC execution against a local dbt-mcp v1.15.1 installation. Summary rundbtcommand in src/dbtmcp/dbtcli/tools.py constructs the dbt subprocess argument list by appending user-supplied MCP tool parameters without sanitization. Two independen...

curl: rustls backend silently ignores CURLOPT_CRLFILE when native CA store is active

Hi all, When the rustls backend is configured to use the OS native CA store --ca-native / CURLSSLOPTNATIVECA, any CRL file supplied via --crlfile / CURLOPTCRLFILE is silently ignored. The option is accepted — CURLEOK from curleasysetopt, exit 0 from the command line — and revoked certificates pas...

CVE-2026-3829 WP Encryption - One Click SSL & Force HTTPS <= 7.8.5.10 - Missing Authorization to Authenticated (Subscriber+) SSL Setup Tampering

The WP Encryption – One Click Free SSL Certificate & SSL / HTTPS Redirect, Security & SSL Scan plugin for WordPress is vulnerable to unauthorized modification of data due to missing capability checks on the 'wplebasicgetrequests' function in all versions up to, and including, 7.8.5.10. This makes...

PT-2026-41148

Name of the Vulnerable Software and Affected Versions dbt-mcp version 1.15.1 Description The run dbt command function in src/dbt mcp/dbt cli/tools.py is susceptible to argument list injection. This occurs because user-supplied parameters are appended to the dbt subprocess argument list without...