Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows

GitHub Continuous Integration CI workflows increasingly integrate Large Language Models LLMs to automate review, triage, content generation, and repository maintenance. This creates a new attack surface: externally controllable workflow inputs can shape LLM prompts and outputs, which may in turn...

PT-2026-38620

CVE-2026-44500: Allocation Amplification in Inbound Network Deserializers Summary Several inbound deserialization paths in Zebra allocated buffers sized against generic transport or block-size ceilings before the tighter protocol or consensus limits were enforced. An unauthenticated or...

PT-2026-37438

HCL DFXAnalytics is affected by an Insecure Security Header configuration vulnerability where the Content-Security-Policy does not define strict directives for object-src and base-uri, which could allow an attacker to exploit injection vectors such as Cross-Site Scripting XSS...

CVE-2026-41383 OpenClaw < 2026.4.2 - Arbitrary Remote Directory Deletion via Mis-scoped Mirror Mode Paths

OpenClaw before 2026.4.2 contains an arbitrary directory deletion vulnerability in mirror mode that allows attackers to delete remote directories by influencing remoteWorkspaceDir and remoteAgentWorkspaceDir configuration values. Attackers can manipulate these OpenShell config paths to cause mirr...

Oracle MySQL Server 安全漏洞

Oracle MySQL Server is an open source relational database management system for storing, managing and retrieving data. A denial of service vulnerability exists in Oracle MySQL Server. The vulnerability stems from a failure of the Server: Optimizer component to properly handle a specific request a...

Fortra GoAnywhere 安全漏洞

Fortra GoAnywhere is a secure file transfer solution provided by the American company Fortra. There were security vulnerabilities in versions of Fortra GoAnywhere MFT 7.10.0 and earlier, as well as in GoAnywhere Agents 2.2.0 and earlier. These vulnerabilities stemmed from the use of static IVs fo...

PT-2026-33599

CVE-2026-40881: addr/addrv2 Deserialization Resource Exhaustion Summary When deserializing addr or addrv2 messages, which contain vectors of addresses, Zebra would fully deserialize them up to a maximum length over 233,000 that was derived from the 2 MiB message size limit. This is much larger th...

Surgical Repair of Insecure Code Generation in LLMs

Large language models write production code, and yet they routinely introduce well-known vulnerabilities. We show that this is not a knowledge deficit: the same models that generate insecure code, correctly identify and explain the vulnerability when asked directly, this is a gap we call the...

EUVD-2026-20874

LXD: Importing a crafted backup leads to project restriction bypass...

📄 Microsoft Malware Protection Engine Type Confusion

Microsoft Malware Protection Engine type confusion vulnerability proof of concept exploit for an older vulnerability from 2017. ================================================================================================================================== | Title : Microsoft Malware Protection...

[SECURITY] Fedora 43 Update: rust-wycheproof-0.6.0-1.fc43

Wycheproof test vectors...

CVE-2026-23282 smb: client: fix oops due to uninitialised var in smb2_unlink()

In the Linux kernel, the following vulnerability has been resolved: smb: client: fix oops due to uninitialised var in smb2unlink If SMB2openinit or SMB2closeinit fails e.g. reconnect, the iovs set @rqst will be left uninitialised, hence calling SMB2openfree, SMB2closefree or smb2setrelated on the...

CVE-2026-23282

CVE-2026-23282 affects the Linux kernel SMB client (smb2_unlink). The root cause is uninitialised iov structures when SMB2_open_init() or SMB2_close_init() fails (e.g., on reconnect), which can cause oopses when SMB2_open_free(), SMB2_close_free(), or smb2_set_related() are invoked. The fix initi...

Linux Distros Unpatched Vulnerability : CVE-2026-23282

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - smb: client: fix oops due to uninitialised var in smb2unlink If SMB2openinit or SMB2closeinit fails e.g. reconnect, the iovs set @rqst will be left uninitialise...

CVE-2026-32026

The CVE-2026-32026 issue affects OpenClaw before version 2026.2.24, where improper path validation in sandbox media handling permits access to absolute paths under the host temporary directory outside the active sandbox root. Exploitation via malicious media references in attachment delivery can ...

You have to invite them in

Welcome to this week's edition of the Threat Source newsletter. I found myself watching the Oscars ceremony in its entirety for the first time in a few years. I'm in the U.K., so I watched it the following day. With next week's Year in Review launch looming and several pieces of content still to...

Poisoning the Pixels: Revisiting Backdoor Attacks on Semantic Segmentation

Semantic segmentation models are widely deployed in safety-critical applications such as autonomous driving, yet their vulnerability to backdoor attacks remains largely underexplored. Prior segmentation backdoor studies transfer threat settings from existing image classification tasks, focusing...

CVE-2024-57854

Net::NSCA::Client versions through 0.009002 for Perl uses a poor random number generator. Version v0.003 switched to use Data::Rand::Obscure instead of Crypt::Random for generation of a random initialisation vectors. Data::Rand::Obscure uses Perl's built-in rand function, which is not suitable fo...

Improved Leakage Abuse Attacks in Searchable Symmetric Encryption with EBPF Monitoring

Searchable Symmetric Encryption SSE allows users to search over encrypted data stored on untrusted servers, like cloud providers. While SSE hides the content of queries and documents, it still leaks patterns, such as how often a query is made. These leakages have been shown to enable leakage abus...

CVE-2024-57854

Net::NSCA::Client versions through 0.009002 for Perl uses a poor random number generator. Version v0.003 switched to use Data::Rand::Obscure instead of Crypt::Random for generation of a random initialisation vectors. Data::Rand::Obscure uses Perl's built-in rand function, which is not suitable fo...