CAPTURE: Disentangling Preference Drift from Memory Poisoning in Personalized LLM Agents

Personalized language agents use persistent memory to adapt to users over time, but the same mechanism creates an attack surface. When new information conflicts with stored preferences, an agent must distinguish genuine preference drift from temporary context shifts, ambiguity, or adversarial...

CVE-2026-40877

Combodo iTop is a web-based IT service management tool. Prior to 3.2.3, iTop is vulnerable to PHP object injection in the user preference functionality, which can lead to remote code execution. This issue has been fixed in version 3.2.3...

CVE-2026-40877: Deserialization of Untrusted Data

Combodo iTop is a web-based IT service management tool. Prior to 3.2.3, iTop is vulnerable to PHP object injection in the user preference functionality, which can lead to remote code execution. This issue has been fixed in version 3.2.3...

HARP: Hierarchical Adaptive Ranking with Preference-Adaptive Fusion for Query-Based CVE Prioritization

Vulnerability prioritization is inherently preference dependent, since the same CVE can receive different remediation priority under different operational preference scenarios. Existing scoring systems and ranking methods typically assume a fixed criterion. In practice, organizations already...

Apache Tomcat Cryptographic Algorithm

The vulnerability of the Apache Tomcat application server is related to the use of cryptographic algorithms that contain vulnerabilities. Exploiting this vulnerability allows a remote attacker to alter the encryption preferences...

CVE-2026-14574

In Eclipse Theia versions 0.7.0 and up until including 1.73.1, the PreferenceUtils.merge function in @theia/core recursively merges preference values without rejecting prototype-related keys proto, constructor, prototype. Because this function is invoked by PreferenceServiceImpl.doResolve for eve...

CVE-2026-14574

In Eclipse Theia versions 0.7.0 and up until including 1.73.1, the PreferenceUtils.merge function in @theia/core recursively merges preference values without rejecting prototype-related keys proto, constructor, prototype. Because this function is invoked by PreferenceServiceImpl.doResolve for eve...

CVE-2026-14574

CVE-2026-14574 affects Eclipse Theia versions 0.7.0 through 1.73.1. Theia’s @theia/core:PreferenceUtils.merge recursively merges preference values without rejecting prototype-related keys (e.g., proto , constructor, prototype). This function is invoked by PreferenceServiceImpl.doResolve for every...

CVE-2026-14574

In Eclipse Theia versions 0.7.0 and up until including 1.73.1, the PreferenceUtils.merge function in @theia/core recursively merges preference values without rejecting prototype-related keys proto, constructor, prototype. Because this function is invoked by PreferenceServiceImpl.doResolve for eve...

CVE-2026-14574

In Eclipse Theia versions 0.7.0 and up until including 1.73.1, the PreferenceUtils.merge function in @theia/core recursively merges preference values without rejecting prototype-related keys proto, constructor, prototype. Because this function is invoked by PreferenceServiceImpl.doResolve for eve...

EUVD-2026-53302

In Eclipse Theia versions 0.7.0 and up until including 1.73.1, the PreferenceUtils.merge function in @theia/core recursively merges preference values without rejecting prototype-related keys proto, constructor, prototype. Because this function is invoked by PreferenceServiceImpl.doResolve for eve...

CVE-2026-17348

A flaw was found in pgAdmin 4. In SERVER mode, an unauthenticated network client could exploit missing authentication controls on specific routes. This vulnerability allows an attacker to enumerate constraint metadata, read sensitive preference values, delete table constraints, and force-close...

CVE-2026-17348 pgAdmin 4: Missing authentication decorator on Constraints, preferences, Debugger and Schema Diff routes allows unauthenticated access in SERVER mode (incomplete fix for CVE-2026-12046)

In SERVER mode, pgAdmin 4 enforces authentication per route via the @pgaloginrequired decorator; the application's beforerequest hook only handles desktop-mode auto-login and the Kerberos/Webserver-auth redirect, so any route shipped without the decorator is reachable without authentication...

Fedora 43 : upower (2026-ce80ea7afe)

The remote Fedora 43 host has a package installed that is affected by a vulnerability as referenced in the FEDORA-2026-ce80ea7afe advisory. upower 1.91.3: Feature: up-device-battery: Prefer Standard over Fast charging !316 merged, 344 closed Fix: Resolve potential leaks !327 merged Fix: Potential...

MAL-2026-7324 Malicious code in mwf-accounts-lib-native-call-language-preference (npm)

--- -= Per source details. Do not edit below this line.=-...

When Claws Remember but Do Not Tell: Stealthy Memory Injection in Persistent Personal Agents

Persistent personal agents combine long-term memory with access to users' external environments, enabling personalized foreground assistance and proactive background execution. This integration also creates a new path to compromise: untrusted external content can be silently written into persiste...

CVE-2026-53121

A flaw was found in the Linux kernel's amd-pstate driver. When the amdpstateeppcpuinit function fails to set the Energy Performance Preference EPP, it does not properly free a previously allocated data object. This oversight leads to a memory leak, which could result in resource exhaustion over...

Security Bulletin: Vulnerability in Apache Tomcat affects IBM watsonx Assistant Cartridge and IBM watsonx Orchestrate with watsonx Assistant Cartridge.

Summary Potential vulnerability in Apache Tomcat has been identified that affects IBM watsonx Assistant Cartridge and IBM watsonx Orchestrate with watsonx Assistant Cartridge - Assistant Builder Component. . The vulnerability have been addressed. Refer to details for additional information...

CVE-2023-43686

An issue was discovered in Malwarebytes 4.x and 5.x and Nebula 2020-10-21 and later. A large number of Firefox preference files can cause the parser to ignore other browser configuration files, leading to a denial of service...

Malwarebytes EDR improper exception handling vulnerability

Malwarebytes is an application software developed by the American company Malwarebytes, which provides anti-malware capabilities for devices. This software is designed to protect against viruses, spyware, Trojan horses, worms, dialers, and other malicious software. Versions of Malwarebytes 4.x an...