faculty-models (>=0.1.0, <=0.1.1), mlflow-faculty (>=0.4.0, <=0.4.3) potentially affected by CVE-2026-4035 via mlflow (1.2.0)

mlflow PYPI version 1.2.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - faculty-models =0.1.0, =0.4.0, =0.4.3 Source cves: CVE-2026-4035 Source advisory: OSV:PYSEC-2026-2222...

faculty-models (0.2.0), mlflow-faculty (0.5.0) potentially affected by CVE-2026-4035 via mlflow (1.7.2)

mlflow PYPI version 1.7.2 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - faculty-models 0.2.0 - mlflow-faculty 0.5.0 Source cves: CVE-2026-4035 Source advisory: OSV:PYSEC-2026-2222...

SHIELDS: Automating OS Hardening with Iterative Multi-Agent Remediation

Security misconfigurations remain a leading cause of OS-level compromise, and manually keeping systems compliant with standards like Defense Information Systems Agency DISA Security Technical Implementation Guides STIGs is a tedious and expensive process. Existing compliance automation tools can...

Revisiting Vul-RAG: Reproducibility and Replicability of RAG-Based Vulnerability Detection with Open-Weight Models

Large language models LLMs have shown strong potential for automated software vulnerability detection, particularly in retrieval-augmented generation RAG settings. However, for approaches relying on proprietary models and APIs, reproducibility and replicability remain largely unexplored, raising...

Microsoft Build 2026: Securing code, agents, and models across the development lifecycle

In this article 1. Secure your code 2. Secure your agents 3. Trust agents with your data 4. Secure your models 5. Trust starts with security Today, developers and security teams are caught in growing tension. AI is accelerating development and introducing new issues around insecure code, opaque...

Microsoft Build 2026: Securing code, agents, and models across the development lifecycle

In this article 1. Secure your code 2. Secure your agents 3. Trust agents with your data 4. Secure your models 5. Trust starts with security Today, developers and security teams are caught in growing tension. AI is accelerating development and introducing new issues around insecure code, opaque...

CVE-2026-47117 OpenMed < 1.5.2 Remote Code Execution via PII Model Loading

OpenMed before 1.5.2 contains a remote code execution vulnerability in the PII privacy-filter model loading path. The privacy-filter dispatcher used broad substring matching on the user-supplied modelname parameter, allowing a value such as attacker/foo-privacy-filter-bar to route through a path...

faculty-models (>=0.1.0, <=0.1.1), mlflow-faculty (>=0.4.0, <=0.4.3) potentially affected by CVE-2026-3198 via mlflow (1.2.0)

mlflow PYPI version 1.2.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - faculty-models =0.1.0, =0.4.0, =0.4.3 Source cves: CVE-2026-3198 Source advisory: OSV:GHSA-R5M9-WM49-959F...

faculty-models (0.2.0), mlflow-faculty (0.5.0) potentially affected by CVE-2026-3198 via mlflow (1.7.2)

mlflow PYPI version 1.7.2 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - faculty-models 0.2.0 - mlflow-faculty 0.5.0 Source cves: CVE-2026-3198 Source advisory: OSV:GHSA-R5M9-WM49-959F...

Backdoor Unlearning Generalization: A Path toward the Removal of Unknown Triggers in LLMs

Backdoor attacks in Large Language Models LLMs are a growing security concern, where models can generate adversary-chosen content. Existing defenses target backdoors one at a time and typically require knowledge of the trigger, leaving the defender at a structural disadvantage when unknown...

Towards Intrusion Detection Systems for RPL-Based IoT Networks Using Foundation Models

AI-based intrusion detection systems IDS have shown promise in detecting attacks on IoT systems. In this work, we explore the use of foundation models to detect and identify attacks, with a specific focus on RPL-based IoT networks. We study multiple attack types, attack variations, and network...

Dräger SC Monitoring devices trust management vulnerabilities

The Dräger SC Monitoring devices are a series of clinical vital signs monitoring devices produced by the German company Dräger. The Dräger SC Monitoring devices have a vulnerability related to trust management. This vulnerability stems from hard-coded plaintext credentials in the source code, alo...

CVE-2026-0826: How an Old Bug Can Feed AI-Powered Impersonation

One of the more persistent myths in security is that old bug classes become old problems. They don’t. They just show up in different places, under different conditions, and usually at the exact moment we’ve convinced ourselves not to pay attention to them. That’s part of what makes enterprise voi...

CVE-2026-0826: Critical unauthenticated stack buffer overflow in HP Poly VVX and Trio VoIP Phones (FIXED)

Overview Rapid7 Labs conducted a zero-day research project against an HP Poly VVX 450 Voice over Internet Protocol VoIP phone. This research resulted in the discovery of a critical unauthenticated stack-based buffer overflow vulnerability, CVE-2026-0826. A remote attacker can leverage CVE-2026-08...

DEBIAN-CVE-2026-10230

A vulnerability was identified in Assimp up to 6.0.4. This impacts the function Assimp::MDL::HalfLife::HL1MDLLoader::readanimations of the file HL1MDLLoader.cpp of the component Half-Life 1 MDL Loader. Such manipulation leads to heap-based buffer overflow. The attack must be carried out locally...

Cross-Vendor Sola ISPM Benchmark: Evaluating Agentic AI for Federated Identity Security Reasoning

The rapid proliferation of multi-cloud and SaaS platforms has transformed Identity Security Posture Management ISPM into a fundamentally cross-vendor challenge: critical misconfigurations and privilege escalation paths increasingly span multiple identity providers, infrastructure layers, and...

Patcher: Post-Hoc Patching of Backdoored Large Language Models

Large language models remain vulnerable to jailbreak backdoor attacks, where adversaries poison safety alignment data to embed hidden triggers that bypass safety mechanisms. Existing defenses often require comprehensive attack information or multiple triggered examples, making them impractical wh...

MaskForge: Structure-Aware Adaptive Attacks for Jailbreaking Diffusion Large Language Models

Diffusion large language models dLLMs generate text by iteratively denoising partially masked sequences under bidirectional context, exposing a safety surface distinct from autoregressive LLMs. Because mask tokens are native inputs and tokens are committed by confidence rather than position,...

Apple Security Update: iOS 26.5.1

Apple recommends to install security update iOS 26.5.1 on devices iPhone 17 all models and iPhone Air...

HP Poly Voice Unauthenticated Remote Code Execution

CVE-2026-0826 is a critical unauthenticated stack-based buffer overflow vulnerability affecting all models in the VVX series VVX 150, VVX 250, VVX 350, and VVX 450, as well as three models from the Trio IP Conference series Trio 8800, Trio 8500, and Trio 8300. A remote attacker can leverage...