Be Kind, Rewrite: Benign Projections Via Rewriting Defend against LLM Data Poisoning Attacks

Large language models LLMs are highly susceptible to backdoor attacks BAs, wherein training samples are poisoned using trigger-based harmful content. Furthermore, existing defenses have proven ineffective when extensively tested across BA patterns. To better combat BAs, we explore the use of LLM...

Backdooring Masked Diffusion Language Models

Masked diffusion language models MDLMs are emerging as a compelling new paradigm for text generation, but their training-time security remains largely unexplored. Existing backdoor attacks on Gaussian diffusion models or autoregressive language models do not directly apply to MDLMs because MDLMs...

PT-2026-41796

Name of the Vulnerable Software and Affected Versions Budibase versions prior to 3.38.1 Description The row action trigger endpoint "POST /api/tables/:sourceId/actions/:actionId/trigger" fails to validate if the user-supplied rowId is within the scope of the view's row filters. This allows a user...

CVE-2021-47971

CVE-2021-47971 affects My Notes Safe 5.3 and describes a denial of service via a buffer overflow. According to the connected documents, an attacker can crash the application by pasting excessively long strings into note fields: a payload of about 350,000 repeated characters pasted twice into a ne...

EUVD-2026-30627

Open WebUI is a self-hosted artificial intelligence platform designed to operate entirely offline. Prior to 0.9.5, the tool update endpoint POST /api/v1/tools/id/id/update is missing the workspace.tools permission check that is present on the tool create endpoint. This allows a user who has been...

CVE-2026-7563

The Classified Listing – AI-Powered Classified ads & Business Directory Plugin plugin for WordPress is vulnerable to unauthorized access in all versions up to, and including, 5.3.10. This is due to the plugin not properly verifying that a user is authorized to perform an action. This makes it...

CVE-2026-7563

The CVE-2026-7563 entry concerns the WordPress plugin Classified Listing – AI-Powered Classified ads & Business Directory (versions up to and including 5.3.10). The vulnerability arises from missing authorization verification, enabling authenticated users with subscriber-level access or higher to...

CVE-2026-7563 Classified Listing <= 5.3.10 - Missing Authorization to Authenticated (Subscriber+) Arbitrary Modification via add_order_note and send_email_to_user_by_moderator AJAX Actions

The Classified Listing – AI-Powered Classified ads & Business Directory Plugin plugin for WordPress is vulnerable to unauthorized access in all versions up to, and including, 5.3.10. This is due to the plugin not properly verifying that a user is authorized to perform an action. This makes it...

EUVD-2026-30519

The Classified Listing – AI-Powered Classified ads & Business Directory Plugin plugin for WordPress is vulnerable to unauthorized access in all versions up to, and including, 5.3.10. This is due to the plugin not properly verifying that a user is authorized to perform an action. This makes it...

WordPress plugin Classified Listing – AI-Powered Classified ads & Business Directory Plugin 安全漏洞

WordPress and WordPress plugins are both products of the WordPress Foundation. WordPress is a blog platform developed using the PHP language. This platform allows for the creation of personal blog websites on servers based on PHP and MySQL. A WordPress plugin is an application extension. There is...

PT-2026-61282

Name of the Vulnerable Software and Affected Versions Linux kernel affected versions not specified Description A stack leak exists in the bmp580 trigger handler function. The function declares a scan buffer on the stack without an initializer and uses memcpy to copy 3 bytes of 24-bit sensor data...

PT-2026-41343

Schlix CMS 2.2.6-6 contains a remote code execution vulnerability that allows authenticated attackers to execute arbitrary PHP code by uploading malicious extension packages through the block manager. Attackers can upload a crafted ZIP file containing PHP code in the packageinfo.inc file and...

PT-2026-61283

Name of the Vulnerable Software and Affected Versions Linux kernel affected versions not specified Description A stack leak occurs in the adis16550 trigger handler function. The function declares a scan data array on the stack without initializing it. While memcpy fills the first 28 bytes and iio...

Electerm Local code through electerm's single-instance socket

Impact Local code execution without UI interaction: any same-user process can send a JSON payload to electerm's single-instance socket/pipe, causing the app to create tabs and potentially spawn attacker-controlled local processes. Affects electerm single-instance installs on the machine. Patches ...

EUVD-2026-30255

The InfusedWoo Pro plugin for WordPress is vulnerable to privilege escalation via missing authorization in all versions up to, and including, 5.1.2. This is due to missing nonce verification and capability checks in the iwarsaverecipe AJAX handler. This makes it possible for unauthenticated...

MetaBackdoor: Exploiting Positional Encoding As a Backdoor Attack Surface in LLMs

Backdoor attacks pose a serious security threat to large language models LLMs, which are increasingly deployed as general-purpose assistants in safety- and privacy-critical applications. Existing LLM backdoors rely primarily on content-based triggers, requiring explicit modification of the input...

Linux kernel 安全漏洞

The Linux kernel is the core of the open-source operating system Linux, developed by the Linux Foundation in the United States. There is a security vulnerability in the Linux kernel, which stems from the lack of disabling preemption between the scxclaimexit and trigger-assisted work processes,...

📄 Espanso 2.3.0 Shell Extension Arbitrary Command Execution

The Shell extension in Espanso version 2.3.0 allows arbitrary command execution. An attacker who can modify the match configuration file can inject shell commands that execute when the user types the trigger. No restart required. Exploit Title: Espanso v2.3.0 - Shell Extension Arbitrary Command...

PT-2026-40575

Name of the Vulnerable Software and Affected Versions Samsung System Support Service versions prior to 8.0.8.0 Description Improper privilege management allows local attackers to trigger privileged functions. Recommendations Update to version 8.0.8.0 or later...

VulnCheck KEV: CVE-2026-44338

PraisonAI is a multi-agent teams system. From version 2.5.6 to before version 4.6.34, PraisonAI ships a legacy Flask API server with authentication disabled by default. When that server is used, any caller that can reach it can access /agents and trigger the configured agents.yaml workflow throug...