Self-Purification Mitigates Backdoors in Multimodal Diffusion Language Models

Multimodal Diffusion Language Models MDLMs have recently emerged as a competitive alternative to their autoregressive counterparts. Yet their vulnerability to backdoor attacks remains largely unexplored. In this work, we show that well-established data-poisoning pipelines can successfully implant...

PT-2026-21640

Name of the Vulnerable Software and Affected Versions Airflow versions prior to 2.11.1 Description The software contains a flaw that permits authenticated users possessing audit log access to view sensitive values within audit logs that they are not authorized to see. Specifically, when sensitive...

OESA-2026-1338 kernel security update

The Linux Kernel, the operating system core itself. Security Fixes: In the Linux kernel, the following vulnerability has been resolved: md/dm-raid: don't call mdreapsyncthread directly Currently mdreapsyncthread is called from raidmessage directly without holding 'reconfigmutex', this is definite...

CVE-2026-25813

PlaciPy is a placement management system designed for educational institutions. In version 1.0.0, The application logs highly sensitive data directly to console output without masking or redaction...

Best Tools for Test Data Management to Accelerate QA Teams in 2026

Test Data Management tools for 2026 ranked for QA and DevOps teams, comparing speed, self service, masking, CI/CD fit, and enterprise readiness...

CVE-2026-25813

PlaciPy is a placement management system designed for educational institutions. In version 1.0.0, The application logs highly sensitive data directly to console output without masking or redaction...

CVE-2026-25813

PlaciPy is a placement management system designed for educational institutions. In version 1.0.0, The application logs highly sensitive data directly to console output without masking or redaction...

CVE-2026-25813 PlaciPy Exposes Sensitive Data via Application Logs

PlaciPy is a placement management system designed for educational institutions. In version 1.0.0, The application logs highly sensitive data directly to console output without masking or redaction...

CVE-2026-25813

PlaciPy (educational placement system) – Affects version 1.0.0, where sensitive data is logged to console output unmasked. Root cause: logging of highly sensitive data without redaction. Impact: potential exposure of confidential information via console/log streams, with CVSS 4.0/AV:N/AC:L/PR:N/U...

CVE-2026-25813 PlaciPy Exposes Sensitive Data via Application Logs

PlaciPy is a placement management system designed for educational institutions. In version 1.0.0, The application logs highly sensitive data directly to console output without masking or redaction...

CVE-2026-25813 PlaciPy Exposes Sensitive Data via Application Logs

PlaciPy is a placement management system designed for educational institutions. In version 1.0.0, The application logs highly sensitive data directly to console output without masking or redaction...

PlaciPy 日志信息泄露漏洞

PlaciPy is an open-source employment management system developed by Praskla Technology. It aims to simplify the employment processes for students, trainers, and administrators in educational institutions. Version 1.0.0 of PlaciPy contains a vulnerability related to log information leakage. This...

PT-2026-7159

PlaciPy is a placement management system designed for educational institutions. In version 1.0.0, The application logs highly sensitive data directly to console output without masking or redaction...

SandboxJS 安全漏洞

SandboxJS is a security assessment tool developed by nyariv’s individual developer. Versions of SandboxJS prior to 0.8.29 contained a security vulnerability. This vulnerability stemmed from the use of hasOwnProperty to mask objects in the sandbox, allowing sandbox escape and disabling the prototy...

Exploit for CVE-2026-25211

Llama Stack pgvector Password Leak PoC CVE-2026-25211 Loc...

Introducing the Generative Application Firewall (GAF)

This paper introduces the Generative Application Firewall GAF, a new architectural layer for securing LLM applications. Existing defenses -- prompt filters, guardrails, and data-masking -- remain fragmented; GAF unifies them into a single enforcement point, much like a WAF coordinates defenses fo...

MiracleLinux 7 : rh-mariadb105-mariadb (AXSA:2022-3124:01)

The remote MiracleLinux 7 host has packages installed that are affected by multiple vulnerabilities as referenced in the AXSA:2022-3124:01 advisory. mysql: Server: DML unspecified vulnerability CPU Apr 2021 CVE-2021-2154 mysql: Server: DML unspecified vulnerability CPU Apr 2021 CVE-2021-2166 mysq...

GHSA-3QMM-R55X-HPXX Apache Airflow secrets in rendered templates could contain parts of sensitive values when truncated

In Apache Airflow versions before 3.1.6, when rendered template fields in a Dag exceed core maxtemplatedfieldlength, sensitive values could be exposed in cleartext in the Rendered Templates UI. This occurred because serialization of those fields used a secrets masker instance that did not include...

CVE-2025-68438

In Apache Airflow versions before 3.1.6, when rendered template fields in a Dag exceed core maxtemplatedfieldlength, sensitive values could be exposed in cleartext in the Rendered Templates UI. This occurred because serialization of those fields used a secrets masker instance that did not include...

PYSEC-2026-9

In Apache Airflow versions before 3.1.6, when rendered template fields in a Dag exceed coremaxtemplatedfieldlength, sensitive values could be exposed in cleartext in the Rendered Templates UI. This occurred because serialization of those fields used a secrets masker instance that did not include...