Cross-LLM Generalization of Behavioral Backdoor Detection in AI Agent Supply Chains

As AI agents become integral to enterprise workflows, their reliance on shared tool libraries and pre-trained components creates significant supply chain vulnerabilities. While previous work has demonstrated behavioral backdoor detection within individual LLM architectures, the critical question ...

CVE-2025-12800

The CVE-2025-12800 entry maps to the WordPress WP Shortcodes Plugin — Shortcodes Ultimate vulnerability. The authenticated SSRF flaw resides in the su_shortcode_csv_table function and affects versions up to 7.4.5, enabling an attacker with Administrator-level access or higher to induce web reques...

CVE-2025-13566

The CVE-2025-13566 entry applies to jarun nnn up to version 5.1. The vulnerability is in the function show_content_in_floating_window/run_cmd_as_plugin within nnn/src/nnn.c, where manipulation leads to a double free. The issue is exploitable with local access. A patch exists (patch identifier 2f0...

PT-2025-47865

Name of the Vulnerable Software and Affected Versions WP Shortcodes Plugin – Shortcodes Ultimate versions prior to 7.4.6 Description The Shortcodes Ultimate plugin for WordPress is susceptible to Server-Side Request Forgery SSRF. This allows authenticated attackers with Administrator-level access...

EUVD-2025-198515

Black Duck SCA versions prior to 2025.10.0 had user role permissions configured in an overly broad manner. Users with the scoped Project Manager user role with the Global User Read access permission enabled access to certain Project Administrator functionalities which should have be inaccessible...

CVE-2025-0504

CVE-2025-0504 affects Black Duck SCA versions prior to 2025.10.0. The root cause is an overly broad configuration of user role permissions: a scoped Project Manager with Global User Read access could access Project Administrator functionalities that should be inaccessible. Consequence: potential ...

PT-2025-47803

Name of the Vulnerable Software and Affected Versions Black Duck SCA versions prior to 2025.10.0 Description User role permissions were configured in an overly broad manner in Black Duck SCA. Users with the Project Manager role and Global User Read access permission were able to access Project...

Towards Classifying Benign and Malicious Packages Using Machine Learning

Recently, the number of malicious open-source packages in package repositories has been increasing dramatically. While major security scanners focus on identifying known Common Vulnerabilities and Exposures CVEs in open-source packages, there are very few studies on detecting malicious packages...

HyMAD: A Hybrid Multi-Activity Detection Approach for Border Surveillance and Monitoring

Seismic sensing has emerged as a promising solution for border surveillance and monitoring; the seismic sensors that are often buried underground are small and cannot be noticed easily, making them difficult for intruders to detect, avoid, or vandalize. This significantly enhances their...

Bitsgap vs HaasOnline: Advanced Features vs Smart Simplicity

Power vs Practicality in Crypto Automation...

Fedora 43 : bind9-next (2025-b68f7f541d)

The remote Fedora 43 host has a package installed that is affected by multiple vulnerabilities as referenced in the FEDORA-2025-b68f7f541d advisory. Update to 9.21.14 rhbz2394406 Security Fixes: - DNSSEC validation fails if matching but invalid DNSKEY is found. CVE-2025-8677 - Address various...

Enhancing Password Security through a High-Accuracy Scoring Framework Using Random Forests

Password security plays a crucial role in cybersecurity, yet traditional password strength meters, which rely on static rules like character-type requirements, often fail. Such methods are easily bypassed by common password patterns e.g., 'P@ssw0rd1!', giving users a false sense of security. To...

Binary and Multiclass Cyberattack Classification on GeNIS Dataset

The integration of Artificial Intelligence AI in Network Intrusion Detection Systems NIDS is a promising approach to tackle the increasing sophistication of cyberattacks. However, since Machine Learning ML and Deep Learning DL models rely heavily on the quality of their training data, the lack of...

OPENSUSE-SU-2025:20035-1 Security update for micropython

This update for micropython fixes the following issues: Changes in micropython: - Build with mbedtls-3.6.5 instead of bundled 3.6.2 to fix CVE-2025-59438 Version 1.26.0: Added machine.I2CTarget for creating I2C target devices on multiple ports. New MCU support: STM32N6xx 800 MHz, ML accel &...

Unbreakable Enterprise kernel security update

5.15.0-314.193.5.3 - Revert 'cpufreq: Introduce an optional cpuinfoavgfreq sysfs entry' Samasth Norway Ananda Orabug: 38633525 5.15.0-314.193.5.2 - i40e: add validation for ringlen param Lukasz Czapnik Orabug: 38607608 CVE-2025-39973 - i40e: increase max descriptors for XL710 Justin Bronder Orabu...

A Secured Intent-Based Networking (SIBN) with Data-Driven Time-Aware Intrusion Detection

While Intent-Based Networking IBN promises operational efficiency through autonomous and abstraction-driven network management, a critical unaddressed issue lies in IBN's implicit trust in the integrity of intent ingested by the network. This inherent assumption of data reliability creates a blin...

CVE-2025-12582

The Features plugin for WordPress is vulnerable to unauthorized modification of data due to a missing capability check on the 'featuresrevertoption AJAX endpoint in all versions up to, and including, 0.0.2. This makes it possible for authenticated attackers, with Subscriber-level access and above...

[SECURITY] Fedora 42 Update: kddockwidgets-1.7.0-29.fc42

Qt dock widget library written by KDAB, suitable for replacing QDockWidget and implementing advanced functionalities missing in Qt...

Automated and Explainable Denial of Service Analysis for AI-Driven Intrusion Detection Systems

With the increasing frequency and sophistication of Distributed Denial of Service DDoS attacks, it has become critical to develop more efficient and interpretable detection methods. Traditional detection systems often struggle with scalability and transparency, hindering real-time response and...

PT-2025-45287

Missing Authorization vulnerability in Bux Bux Woocommerce bux-woocommerce allows Accessing Functionality Not Properly Constrained by ACLs.This issue affects Bux Woocommerce: from n/a through = 1.2.3...