Ray path traversal vulnerability

Ray is an open-source framework developed by ray-project, designed to extend AI and Python applications. Versions of Ray prior to 2.8.1 contained a path traversal vulnerability. This vulnerability stemmed from improper validation and cleaning of paths provided by users during the static file...

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...

Secure Quantum Communication: Simulation and Analysis of Quantum Key Distribution Protocols

Quantum computing poses significant threats to conventional cryptographic techniques such as RSA and AES, motivating the need for quantum secure communication methods. Quantum Key Distribution QKD offers information theoretic security based on fundamental quantum principles. This paper presents a...

PT-2026-25990

Nest is a framework for building scalable Node.js server-side applications. In versions 11.1.15 and below, a NestJS application using @nestjs/platform-fastify GET middleware can be bypassed because Fastify automatically redirects HEAD requests to the corresponding GET handlers if they exist. As a...

PT-2026-25991

Micronaut Framework is a JVM-based full stack Java framework designed for building modular, easily testable JVM applications. Versions 4.7.0 through 4.10.16 used an unbounded ConcurrentHashMap cache with no eviction policy in its DefaultHtmlErrorResponseBodyProvider. If the application throws an...

Agent Zero code issue vulnerabilities

Agent Zero is an artificial intelligence framework developed by Jan Tomášek himself. Version 0.9.7 of Agent Zero contains a code vulnerability caused by incorrect handling of parameters in the file python/helpers/documentquery.py. This vulnerability could lead to server-side request forgery...

Security Assessment and Mitigation Strategies for Large Language Models: A Comprehensive Defensive Framework

Large Language Models increasingly power critical infrastructure from healthcare to finance, yet their vulnerability to adversarial manipulation threatens system integrity and user safety. Despite growing deployment, no comprehensive comparative security assessment exists across major LLM...

Huawei EMUI and Huawei HarmonyOS System Service Framework Privilege Bypass Vulnerability

Huawei EMUI is a mobile operating system developed based on Android.Huawei HarmonyOS is an operating system. Provides a full-scene distributed operating system based on a microkernel. A privilege bypass vulnerability exists in the Huawei EMUI and Huawei HarmonyOS system service framework, which c...

DeepStage: Learning Autonomous Defense Policies against Multi-Stage APT Campaigns

This paper presents DeepStage, a deep reinforcement learning DRL framework for adaptive, stage-aware defense against Advanced Persistent Threats APTs. The enterprise environment is modeled as a partially observable Markov decision process POMDP, where host provenance and network telemetry are fus...

CVE-2026-32263

Craft CMS is a content management system CMS. From version 5.6.0 to before version 5.9.11, in src/controllers/EntryTypesController.php, the $settings array from parsestr is passed directly to Craft::configure without Component::cleanseConfig. This allows injecting Yii2 behavior/event handlers via...

databricks-genai (>=1.1.8, <=1.2.0a22), sports-prediction-framework (>=0.1.0, <=0.1.4) potentially affected by CVE-2025-14287 via mlflow (2.20.2)

mlflow PYPI version 2.20.2 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - databricks-genai =1.1.8, =0.1.0, =0.1.4 Source cves: CVE-2025-14287 Source advisory: OSV:GHSA-XCH3-2F9X-WH9F...

GHSA-7432-952R-CW78 Authlib Vulnerable to JWE RSA1_5 Bleichenbacher Padding Oracle

Executive Summary A cryptographic padding oracle vulnerability was identified in the Authlib Python library concerning the implementation of the JSON Web Encryption JWE RSA15 key management algorithm. Authlib registers RSA15 in its default algorithm registry without requiring explicit opt-in,...

USN-8096-1 linux, linux-aws, linux-gcp, linux-gkeop, linux-ibm, linux-ibm-5.15, linux-intel-iotg, linux-kvm, linux-lowlatency, linux-nvidia, linux-nvidia-tegra, linux-nvidia-tegra-5.15, linux-oracle, linux-xilinx-zynqmp vulnerabilities

Qualys discovered that several vulnerabilities existed in the AppArmor Linux kernel Security Module LSM. An unprivileged local attacker could use these issues to load, replace, and remove arbitrary AppArmor profiles causing denial of service, exposure of sensitive information kernel memory, local...

USN-8095-1 linux, linux-aws, linux-gcp, linux-gcp-6.8, linux-gke, linux-gkeop, linux-hwe-6.8, linux-ibm, linux-ibm-6.8, linux-lowlatency, linux-lowlatency-hwe-6.8, linux-oracle, linux-oracle-6.8 vulnerabilities

Qualys discovered that several vulnerabilities existed in the AppArmor Linux kernel Security Module LSM. An unprivileged local attacker could use these issues to load, replace, and remove arbitrary AppArmor profiles causing denial of service, exposure of sensitive information kernel memory, local...

Express - Node.js API with PostgreSQL code issue vulnerabilities

Express - Node.js API with PostgreSQL is a RESTful API service developed by Jawher Kl, based on Node.js and PostgreSQL. There are code issues and vulnerabilities in versions 2.5 and earlier of Express - Node.js API with PostgreSQL. These vulnerabilities stem from incorrect operations on the...

GPAC security vulnerabilities

GPAC is an open-source multimedia framework developed by GPAC. Versions of GPAC 2.5-DEV-rev2167-gcc9d617c0-master and earlier versions have security vulnerabilities. These vulnerabilities stem from incorrect handling of the parameter szName in the file src/scenemanager/swfparse.c, which may lead ...

From Storage to Steering: Memory Control Flow Attacks on LLM Agents

Modern agentic systems allow Large Language Model LLM agents to tackle complex tasks through extensive tool usage, forming structured control flows of tool selection and execution. Existing security analyses often treat these control flows as ephemeral, one-off sessions, overlooking the persisten...

Arduino-TuyaOpen security vulnerability

Arduino-TuyaOpen is an IoT development framework based on Arduino, open-sourced by Tuya. Versions of Arduino-TuyaOpen prior to 1.2.1 contained security vulnerabilities. These vulnerabilities stemmed from a heap-based buffer overflow in the DnsServer component, which could allow for the execution ...

Linux kernel device driver Heap Buffer Overflow DoS

The vulnerability of the driverattach function in the drivers/base/dd.c file of the Linux kernel’s device driver framework is related to the occurrence of mutual locking. Exploiting this vulnerability could allow an attacker to compromise the confidentiality, integrity, and accessibility of the...

CVE-2026-4185 GPAC MP4Box swf_parse.c swf_def_bits_jpeg stack-based overflow

A vulnerability was found in GPAC up to 2.5-DEV-rev2167-gcc9d617c0-master. This vulnerability affects the function swfdefbitsjpeg of the file src/scenemanager/swfparse.c of the component MP4Box. The manipulation of the argument szName results in stack-based buffer overflow. It is possible to laun...