Memory Poisoning Attack and Defense on Memory Based LLM-Agents

Large language model agents equipped with persistent memory are vulnerable to memory poisoning attacks, where adversaries inject malicious instructions through query only interactions that corrupt the agents long term memory and influence future responses. Recent work demonstrated that the MINJA...

CVE-1999-0158

Cisco PIX firewall manager PFM on Windows NT allows attackers to connect to port 8080 on the PFM server and retrieve any file whose name and location is known...

CVE-2019-12122

An issue was discovered in ONAP Portal through Dublin. By executing a call to ONAPPORTAL/portalApi/loggedinUser, an attacker who possesses a user's cookie may retrieve that user's password from the database. All Portal setups are affected...

CVE-2024-2290

The Advanced Ads plugin for WordPress is vulnerable to PHP Object Injection in all versions up to, and including, 1.52.1 via deserialization of untrusted input in the 'placementslug' parameter. This makes it possible for authenticated attackers to inject a PHP Object. No POP chain is present in t...

CVE-2024-2693

The Link Whisper Free plugin for WordPress is vulnerable to PHP Object Injection in all versions up to, and including, 0.7.1 via deserialization of untrusted input of the 'mfn-page-items' post meta value. This makes it possible for authenticated attackers, with contributor-level access and above,...

CVE-2025-31051

CVE-2025-31051 describes an exposure of embedded sensitive data in the EngoTheme Plant – Gardening & Houseplants WordPress Theme (versions up to 1.0.0). Public sources concur that this is an unauthenticated information exposure affecting the Plant theme, with a CVSS v3.1 base score of 5.3 (Networ...

CVE-2025-68014

Insertion of Sensitive Information Into Sent Data vulnerability in awethemes AweBooking awebooking allows Retrieve Embedded Sensitive Data.This issue affects AweBooking: from n/a through = 3.2.26...

CVE-2025-59379

DwyerOmega Isensix Advanced Remote Monitoring System ARMS 1.5.7 allows an attacker to retrieve sensitive information from the underlying SQL database via Blind SQL Injection through the user parameter in the login page. This allows an attacker to steal credentials, which may be cleartext, from...

CVE-2025-68033

Insertion of Sensitive Information Into Sent Data vulnerability in Brecht Custom Related Posts custom-related-posts allows Retrieve Embedded Sensitive Data.This issue affects Custom Related Posts: from n/a through = 1.8.0...

CVE-2025-68014

Insertion of Sensitive Information Into Sent Data vulnerability in awethemes AweBooking awebooking allows Retrieve Embedded Sensitive Data.This issue affects AweBooking: from n/a through = 3.2.26...

CVE-2025-68029

Insertion of Sensitive Information Into Sent Data vulnerability in WP Swings Wallet System for WooCommerce wallet-system-for-woocommerce allows Retrieve Embedded Sensitive Data.This issue affects Wallet System for WooCommerce: from n/a through = 2.7.3...

PT-2026-1266

Name of the Vulnerable Software and Affected Versions Awethemes AweBooking versions through 3.2.26 Description A flaw exists in Awethemes AweBooking that allows for the retrieval of embedded sensitive data due to the insertion of sensitive information into sent data. Recommendations Update...

CVE-2025-69414

Plex Media Server PMS through 1.42.2.10156 allows retrieval of a permanent access token via a /myplex/account call with a transient access token...

CVE-2025-69414

Plex Media Server PMS through 1.42.2.10156 allows retrieval of a permanent access token via a /myplex/account call with a transient access token...

CVE-2025-69416

In the plex.tv backend for Plex Media Server PMS through 2025-12-31, a non-server device token can retrieve other tokens intended for unrelated access via clients.plex.tv/devices.xml...

CVE-2025-62143

Exposure of Sensitive System Information to an Unauthorized Control Sphere vulnerability in nicashmu Post Video Players video-playlist-and-gallery-plugin allows Retrieve Embedded Sensitive Data.This issue affects Post Video Players: from n/a through = 1.163...

CVE-2025-59136

Insertion of Sensitive Information Into Sent Data vulnerability in Efí Bank Gerencianet Oficial woo-gerencianet-official allows Retrieve Embedded Sensitive Data.This issue affects Gerencianet Oficial: from n/a through = 3.1.3...

An Empirical Evaluation of LLM-Based Approaches for Code Vulnerability Detection: RAG, SFT, and Dual-Agent Systems

The rapid advancement of Large Language Models LLMs presents new opportunities for automated software vulnerability detection, a crucial task in securing modern codebases. This paper presents a comparative study on the effectiveness of LLM-based techniques for detecting software vulnerabilities...

EUVD-2025-206017

Exposure of Sensitive System Information to an Unauthorized Control Sphere vulnerability in Digages Direct Payments WP allows Retrieve Embedded Sensitive Data.This issue affects Direct Payments WP: from n/a through 1.3.0...

CVE-2025-62143

Exposure of Sensitive System Information to an Unauthorized Control Sphere vulnerability in nicashmu Post Video Players video-playlist-and-gallery-plugin allows Retrieve Embedded Sensitive Data.This issue affects Post Video Players: from n/a through = 1.163...