ExAI5G: A Logic-Based Explainable AI Framework for Intrusion Detection in 5G Networks

Intrusion detection systems IDSs for 5G networks must handle complex, high-volume traffic. Although opaque "black-box" models can achieve high accuracy, their lack of transparency hinders trust and effective operational response. We propose ExAI5G, a framework that prioritizes interpretability by...

Weaponizing the Commons: A Taxonomy and Detection Framework of Abuse on GitHub

GitHub plays a critical role in modern software supply chains, making its security an important research concern. Existing studies have primarily focused on CI/CD automation, collaboration patterns, and community management, while abuse behaviors on GitHub have received little systematic...

InduGuard_vul_poc

ICS Vulnerability PoC Library — SCAA Benchmark Support Proof-...

SoK: Reshaping Research on Network Intrusion Detection Systems

Network Intrusion Detection Systems NIDS have been studied for decades. Hundreds of papers have, e.g., proposed ways to enhance, harden or bypass NIDS. However, the findings of prior literature are hardly reflected in real-world operational contexts. Such a disconnection is problematic for resear...

Explainable Attention-Based LSTM Framework for Early Detection of AI-Assisted Ransomware Via File System Behavioral Analysis

Ransomware continues to evolve as one of the most disruptive cyber threats, with recent variants increasingly leveraging automated and AI-assisted techniques to evade traditional signature-based defenses. Early detection of such attacks remains a significant challenge, particularly when malicious...

OpenClaw: Shell-wrapper detection missed env-argv assignment injection forms

Summary Shell-wrapper detection missed env-argv assignment injection forms. Affected Packages / Versions - Package: openclaw - Ecosystem: npm - Affected versions: = 2026.2.22 = 2026.4.12 Impact Exec preflight handling missed shell-wrapper and argv-level environment assignment forms that could...

Command Injection

Overview openclaw is a 🦞 OpenClaw — Personal AI Assistant Affected versions of this package are vulnerable to Command Injection via improper handling of environment variable assignments in argv forms during shell-wrapper detection. An attacker can execute arbitrary commands by injecting specially...

CVE-2026-5598

A flaw was found in Legion of the Bouncy Castle Inc. BC-JAVA core. A covert timing channel vulnerability, caused by non-constant time comparisons, risks the leakage of private keys in the FrodoKEM implementation. An unauthenticated, remote attacker can potentially exploit this timing discrepancy ...

BadSuccessor-PoC

🛡️ Advanced BadSuccessor CVE-2025-53779 – Weaponized PoC & D...

IaC Inventory: A Unified View Across Code, Deployments, and Cloud

As AI applications introduce a new class of infrastructure resources, visibility into what your IaC creates, where it runs, and whether it has drifted has never been more critical...

CVE-2025-46606

creationtimestamp| type| source ---|---|--- 2026-04-17 14:16:33+00:00| seen| https://bsky.app/profile/cve.skyfleet.blue/post/3mjp4gct7zr2k...

MAL-2026-2845 Malicious code in node-red-contrib-yolo-object-detection (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector f37c68b0e146f969ed875753302026894ce41d379d736a1856b9e12a8c1a4479 The package node-red-contrib-yolo-object-detection was found to contain malicious code. Source: ghsa-malware...

Malicious code in node-red-contrib-yolo-object-detection (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector f37c68b0e146f969ed875753302026894ce41d379d736a1856b9e12a8c1a4479 The package node-red-contrib-yolo-object-detection was found to contain malicious code. Source: ghsa-malware...

Malicious Package

Overview node-red-contrib-yolo-object-detection is a malicious package. This package contains malicious code, and its content was removed from the official package manager. While this package might be attempting to impersonate a valid organization, there is no connection between that organization...

n-days-poc-benchmark-and-dataset

ICS N-Day Vulnerability PoC Benchmark Suite A structured coll...

reconauto

reconauto Automated b...

QUACK! Making the (Rubber) Ducky Talk: A Systematic Study of Keystroke Dynamics for HID Injection Detection

Modern computing systems inherently trust human input devices, creating an exploitable attack surface for adversarial automation. USB Human Interface Device HID emulation attacks, such as those enabled by the USB Rubber Ducky, exploit this assumption to inject arbitrary keystroke sequences while...

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection

Ransomware detection systems increasingly rely on behavior-based machine learning to address evolving attack strategies. However, emerging privacy compliance, data governance, and responsible AI deployment demand not only accurate detection but also the ability to efficiently remove the influence...

A Practical Semi-Quantum Signature Protocol with Improved Eavesdropping Detection

Semi-quantum signature SQS schemes aim to enable quantum signature functionality in scenarios where only a subset of participants possess full quantum capabilities, thereby improving practical deployability while preserving quantum security advantages. Within this framework, we present a practica...

Eclipse Che Machine-Exec WebSocket Service Exposure Detector

This Python script is a lightweight security detection tool designed to identify potentially exposed or misconfigured machine-exec WebSocket services associated with Eclipse Che running on port 3333...