Beyond Single Bugs: Benchmarking Large Language Models for Multi-Vulnerability Detection

Large Language Models LLMs have demonstrated significant potential in automated software security, particularly in vulnerability detection. However, existing benchmarks primarily focus on isolated, single-vulnerability samples or function-level classification, failing to reflect the complexity of...

SUSE CVE-2022-50754

In the Linux kernel, the following vulnerability has been resolved: apparmor: fix a memleak in multitransactionnew In multitransactionnew, the variable t is not freed or passed out on the failure of copyfromusert-data, buf, size, which could lead to a memleak. Fix this bug by adding a...

SUSE CVE-2022-50768

In the Linux kernel, the following vulnerability has been resolved: scsi: smartpqi: Correct device removal for multi-actuator devices Correct device count for multi-actuator drives which can cause kernel panics...

SUSE CVE-2023-54029

This CVE ID has been rejected or withdrawn by its CVE Numbering Authority...

Analyzing Code Injection Attacks on LLM-Based Multi-Agent Systems in Software Development

Agentic AI and Multi-Agent Systems are poised to dominate industry and society imminently. Powered by goal-driven autonomy, they represent a powerful form of generative AI, marking a transition from reactive content generation into proactive multitasking capabilities. As an exemplar, we propose a...

CVE-2025-66377

Pexip Infinity before 39.0 has Missing Authentication for a Critical Function in a product-internal API, allowing an attacker who already has access to execute code on one node within a Pexip Infinity installation to impact the operation of other nodes within the installation...

Linux Distros Unpatched Vulnerability : CVE-2023-54090

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - ixgbe: Fix panic during XDPTX with 64 CPUs Commit 4fe815850bdc ixgbe: let the xdpdrv work with more than 64 cpus adds support to allow XDP programs to run on...

CVE-2025-66377

CVE-2025-66377 affects Pexip Infinity prior to 39.0. A missing authentication for a critical function in a product-internal API allows an attacker who already has code execution on one node to impact the operation of other nodes in the installation. This is not listed as exploitable in the provid...

ONLYOFFICE Docs 跨站脚本漏洞

ONLYOFFICE Docs is an online office software from ONLYOFFICE, Inc. A cross-site scripting vulnerability exists in versions of ONLYOFFICE Docs prior to 9.2.1, which stems from improper handling of the Font field in the Multi-Level List Settings window, which could lead to a cross-site scripting...

CVE-2019-25253 KYOCERA Net Admin 3.4.0906 Unauthenticated XML External Entity Injection

KYOCERA Net Admin 3.4.0906 contains an XML External Entity XXE injection vulnerability in the Multi-Set Template Editor that allows unauthenticated attackers to read arbitrary system files. Attackers can craft a malicious XML file with external entity references to retrieve sensitive configuratio...

EUVD-2022-55807

In the Linux kernel, the following vulnerability has been resolved: apparmor: fix a memleak in multitransactionnew In multitransactionnew, the variable t is not freed or passed out on the failure of copyfromusert-data, buf, size, which could lead to a memleak. Fix this bug by adding a...

EUVD-2022-55793

In the Linux kernel, the following vulnerability has been resolved: scsi: smartpqi: Correct device removal for multi-actuator devices Correct device count for multi-actuator drives which can cause kernel panics...

CVE-2023-54134

In the Linux kernel, the following vulnerability has been resolved: autofs: fix memory leak of waitqueues in autofscatatonicmode Syzkaller reports a memory leak: BUG: memory leak unreferenced object 0xffff88810b279e00 size 96: comm "syz-executor399", pid 3631, jiffies 4294964921 age 23.870s hex...

CVE-2022-50768

In the Linux kernel, the following vulnerability has been resolved: scsi: smartpqi: Correct device removal for multi-actuator devices Correct device count for multi-actuator drives which can cause kernel panics...

CVE-2022-50754

In the Linux kernel, the following vulnerability has been resolved: apparmor: fix a memleak in multitransactionnew In multitransactionnew, the variable t is not freed or passed out on the failure of copyfromusert-data, buf, size, which could lead to a memleak. Fix this bug by adding a...

UBUNTU-CVE-2022-50768

In the Linux kernel, the following vulnerability has been resolved: scsi: smartpqi: Correct device removal for multi-actuator devices Correct device count for multi-actuator drives which can cause kernel panics...

CVE-2023-54134

In the Linux kernel, the following vulnerability has been resolved: autofs: fix memory leak of waitqueues in autofscatatonicmode Syzkaller reports a memory leak: BUG: memory leak unreferenced object 0xffff88810b279e00 size 96: comm "syz-executor399", pid 3631, jiffies 4294964921 age 23.870s hex...

CVE-2022-50768

In the Linux kernel, the following vulnerability has been resolved: scsi: smartpqi: Correct device removal for multi-actuator devices Correct device count for multi-actuator drives which can cause kernel panics...

UBUNTU-CVE-2022-50754

In the Linux kernel, the following vulnerability has been resolved: apparmor: fix a memleak in multitransactionnew In multitransactionnew, the variable t is not freed or passed out on the failure of copyfromusert-data, buf, size, which could lead to a memleak. Fix this bug by adding a...

CVE-2023-54134 autofs: fix memory leak of waitqueues in autofs_catatonic_mode

In the Linux kernel, the following vulnerability has been resolved: autofs: fix memory leak of waitqueues in autofscatatonicmode Syzkaller reports a memory leak: BUG: memory leak unreferenced object 0xffff88810b279e00 size 96: comm "syz-executor399", pid 3631, jiffies 4294964921 age 23.870s hex...