FOCA: Multimodal Malware Classification Via Hyperbolic Cross-Attention

In this work, we introduce FOCA, a novel multimodal framework for malware classification that jointly leverages audio and visual modalities. Unlike conventional Euclidean-based fusion methods, FOCA is the first to exploit the intrinsic hierarchical relationships between audio and visual...

Operational Runtime Behavior Mining for Open-Source Supply Chain Security

Open-source software OSS is a critical component of modern software systems, yet supply chain security remains challenging in practice due to unavailable or obfuscated source code. Consequently, security teams often rely on runtime observations collected from sandboxed executions to investigate...

SUSE CVE-2023-54299

In the Linux kernel, the following vulnerability has been resolved: usb: typec: bus: verify partner exists in typecaltmodeattention Some usb hubs will negotiate DisplayPort Alt mode with the device but will then negotiate a data role swap after entering the alt mode. The data role swap causes the...

EUVD-2023-60505

In the Linux kernel, the following vulnerability has been resolved: usb: typec: bus: verify partner exists in typecaltmodeattention Some usb hubs will negotiate DisplayPort Alt mode with the device but will then negotiate a data role swap after entering the alt mode. The data role swap causes the...

CVE-2023-54299

In the Linux kernel, the following vulnerability has been resolved: usb: typec: bus: verify partner exists in typecaltmodeattention Some usb hubs will negotiate DisplayPort Alt mode with the device but will then negotiate a data role swap after entering the alt mode. The data role swap causes the...

UBUNTU-CVE-2023-54299

In the Linux kernel, the following vulnerability has been resolved: usb: typec: bus: verify partner exists in typecaltmodeattention Some usb hubs will negotiate DisplayPort Alt mode with the device but will then negotiate a data role swap after entering the alt mode. The data role swap causes the...

CVE-2023-54299

In the Linux kernel, the following vulnerability has been resolved: usb: typec: bus: verify partner exists in typecaltmodeattention Some usb hubs will negotiate DisplayPort Alt mode with the device but will then negotiate a data role swap after entering the alt mode. The data role swap causes the...

CVE-2023-54299 usb: typec: bus: verify partner exists in typec_altmode_attention

In the Linux kernel, the following vulnerability has been resolved: usb: typec: bus: verify partner exists in typecaltmodeattention Some usb hubs will negotiate DisplayPort Alt mode with the device but will then negotiate a data role swap after entering the alt mode. The data role swap causes the...

CVE-2023-54299

CVE-2023-54299 covers a Linux kernel DisplayPort Alt Mode handling bug in usb: typec: bus where a device’s altmode partner is not verified before Attention messages. This can lead to a NULL pointer dereference when the partner’s typec_altmode/typec_altmode_ops are dereferenced after a data role s...

CVE-2023-54299

In the Linux kernel, the following vulnerability has been resolved: usb: typec: bus: verify partner exists in typecaltmodeattention Some usb hubs will negotiate DisplayPort Alt mode with the device but will then negotiate a data role swap after entering the alt mode. The data role swap causes the...

CVE-2023-54299 usb: typec: bus: verify partner exists in typec_altmode_attention

In the Linux kernel, the following vulnerability has been resolved: usb: typec: bus: verify partner exists in typecaltmodeattention Some usb hubs will negotiate DisplayPort Alt mode with the device but will then negotiate a data role swap after entering the alt mode. The data role swap causes the...

PT-2025-54145

Name of the Vulnerable Software and Affected Versions Linux kernel affected versions not specified Description A flaw exists in the Linux kernel’s USB Type-C functionality. Specifically, the type altmode attention function does not verify the existence of a device’s Alt Mode partner before sendin...

RECTor: Robust and Efficient Correlation Attack on Tor

Tor is a widely used anonymity network that conceals user identities by routing traffic through encrypted relays, yet it remains vulnerable to traffic correlation attacks that deanonymize users by matching patterns in ingress and egress traffic. However, existing correlation methods suffer from t...

WordPress Attention Bar plugin <= 0.7.2.1 - Authenticated (Contributor+) SQL Injection vulnerability

Authenticated Contributor+ SQL Injection vulnerability discovered by WPScan in WordPress Plugin Attention Bar versions = 0.7.2.1...

A Research and Development Portfolio of GNN Centric Malware Detection, Explainability, and Dataset Curation

Graph Neural Networks GNNs have become an effective tool for malware detection by capturing program execution through graph-structured representations. However, important challenges remain regarding scalability, interpretability, and the availability of reliable datasets. This paper brings togeth...

From One Attack Domain to Another: Contrastive Transfer Learning with Siamese Networks for APT Detection

Advanced Persistent Threats APT pose a major cybersecurity challenge due to their stealth, persistence, and adaptability. Traditional machine learning detectors struggle with class imbalance, high dimensional features, and scarce real world traces. They often lack transferability-performing well ...

CVE-2025-12502

The attention-bar WordPress plugin through 0.7.2.1 does not sanitize and escape a parameter before using it in a SQL statement, allowing high privilege users such as administrator to perform SQL injection attacks...

CVE-2025-12502

The attention-bar WordPress plugin through 0.7.2.1 does not sanitize and escape a parameter before using it in a SQL statement, allowing high privilege users such as administrator to perform SQL injection attacks...

CVE-2025-12502 Attention Bar <= 0.7.2.1 - Admin+ SQLi

The attention-bar WordPress plugin through 0.7.2.1 does not sanitize and escape a parameter before using it in a SQL statement, allowing high privilege users such as administrator to perform SQL injection attacks...

CVE-2025-12502

CVE-2025-12502 affects the WordPress plugin Attention Bar (versions up to 0.7.2.1). The vulnerability is an authenticated SQL injection where a parameter is not properly sanitized/escaped before use in a SQL statement, allowing high-privilege users (e.g., Administrators/Contributor+) to perform S...