PoCEvolve: Generating Proof-Of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution

Ideally, the detailed information about a vulnerability should be made available together with the fixing commit. In practice, however, such details often become available only long after the commit, even when a CVE has already been published. During this window, the patch is already public, so...

Data-Centric Benchmarking of Exploit Generation in LLMs: Understanding the Impact of Fine-Tuning

We study the task of CVE-conditioned exploit generation, where a model drafts proof-of-concept PoC exploits given software vulnerability context. We adopt a data-centric approach, constructing a high-quality dataset via multi-stage preprocessing and introducing a scalable evaluation framework wit...

EUVD-2026-30691

A vulnerability was found in Open5GS up to 2.7.6. This impacts the function ranuefindbyamfuengapid of the file src/amf/context.c of the component AMF/MME. Performing a manipulation results in improper authorization. It is possible to initiate the attack remotely. The exploit has been made public...

Deep Scan: Expanding Vulnerability Detection Beyond Traditional Boundaries

Security teams estimate that a significant percentage of enterprise software is installed outside standard system directories or package-managed locations, creating persistent visibility gaps for traditional vulnerability-scanning methods. As environments become more decentralized, with...

EUVD-2018-7446

Malware in sbrugna...

CVE-2025-38435

In the Linux kernel, the following vulnerability has been resolved: riscv: vector: Fix context save/restore with xtheadvector Previously only v0-v7 were correctly saved/restored, and the context of v8-v31 are damanged. Correctly save/restore v8-v31 to avoid breaking userspace...

CVE-2025-38188 drm/msm/a7xx: Call CP_RESET_CONTEXT_STATE

In the Linux kernel, the following vulnerability has been resolved: drm/msm/a7xx: Call CPRESETCONTEXTSTATE Calling this packet is necessary when we switch contexts because there are various pieces of state used by userspace to synchronize between BR and BV that are persistent across submits and w...

CVE-2025-38188 drm/msm/a7xx: Call CP_RESET_CONTEXT_STATE

In the Linux kernel, the following vulnerability has been resolved: drm/msm/a7xx: Call CPRESETCONTEXTSTATE Calling this packet is necessary when we switch contexts because there are various pieces of state used by userspace to synchronize between BR and BV that are persistent across submits and w...

Sensitive Information Disclosure

io.quarkus:quarkus-vertx is vulnerable to Sensitive Information Disclosure. The vulnerability is due to improper context isolation and data leakage when duplicating an already duplicated Vert.x context, potentially exposing sensitive information like request scope, security details, and metadata...

GNU LibreDWG Post-Release Reuse Vulnerability

GNU LibreDWG is a GNU Project C library for working with DWG files. A post-release reuse vulnerability exists in the 'resolveobjectrefvector' function in the decode.c file in GNU LibreDWG version 0.92. The vulnerability stems from mismanagement of system resources e.g., memory, disk space, files,...