Leveraging Machine Learning for Botnet Attack Detection in Edge-Computing Assisted IoT Networks

The increase of IoT devices, driven by advancements in hardware technologies, has led to widespread deployment in large-scale networks that process massive amounts of data daily. However, the reliance on Edge Computing to manage these devices has introduced significant security vulnerabilities, a...

CHAMP: a Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks

What if you could piece together your own custom biometrics and AI analysis system, a bit like LEGO blocks? We aim to bring that technology to field operators in the field who require flexible, high-performance edge AI system that can be adapted on a moment's notice. This paper introduces CHAMP...

How to Mitigate and Defend against DDoS Attacks in IoT Devices

Distributed Denial of Service DDoS attacks have become increasingly prevalent and dangerous in the context of Internet of Things IoT networks, primarily due to the low-security configurations of many connected devices. This paper analyzes the nature and impact of DDoS attacks such as those launch...

Toward a Lightweight, Scalable, and Parallel Secure Encryption Engine

The exponential growth of Internet of Things IoT applications has intensified the demand for efficient, high-throughput, and energy-efficient data processing at the edge. Conventional CPU-centric encryption methods suffer from performance bottlenecks and excessive data movement, especially in...

Optimizing System Latency for Blockchain-Encrypted Edge Computing in Internet of Vehicles

As Internet of Vehicles IoV technology continues to advance, edge computing has become an important tool for assisting vehicles in handling complex tasks. However, the process of offloading tasks to edge servers may expose vehicles to malicious external attacks, resulting in information loss or...

Fog Computing vs. Edge Computing: Their Roles in Modern Technology

Fog computing vs. edge computing: Understand how they compare, their unique benefits, and which is best for your data processing needs in IoT and beyond...

Fog Computing vs. Edge Computing: Their Roles in Modern Technology

Fog computing vs. edge computing: Understand how they compare, their unique benefits, and which is best for your data processing needs in IoT and beyond...

Large Language Models in the IoT Ecosystem -- a Survey on Security Challenges and Applications

The Internet of Things IoT and Large Language Models LLMs have been two major emerging players in the information technology era. Although there has been significant coverage of their individual capabilities, our literature survey sheds some light on the integration and interaction of LLMs and Io...

Adaptive Pruning of Deep Neural Networks for Resource-Aware Embedded Intrusion Detection on the Edge

Artificial neural network pruning is a method in which artificial neural network sizes can be reduced while attempting to preserve the predicting capabilities of the network. This is done to make the model smaller or faster during inference time. In this work we analyze the ability of a selection...

Zero-Day Botnet Attack Detection in IoV: a Modular Approach Using Isolation Forests and Particle Swarm Optimization

The Internet of Vehicles IoV is transforming transportation by enhancing connectivity and enabling autonomous driving. However, this increased interconnectivity introduces new security vulnerabilities. Bot malware and cyberattacks pose significant risks to Connected and Autonomous Vehicles CAVs, ...

Fast Plaintext-Ciphertext Matrix Multiplication from Additively Homomorphic Encryption

Plaintext-ciphertext matrix multiplication PC-MM is an indispensable tool in privacy-preserving computations such as secure machine learning and encrypted signal processing. While there are many established algorithms for plaintext-plaintext matrix multiplication, efficiently computing...

Towards Explainable and Lightweight AI for Real-Time Cyber Threat Hunting in Edge Networks

As cyber threats continue to evolve, securing edge networks has become increasingly challenging due to their distributed nature and resource limitations. Many AI-driven threat detection systems rely on complex deep learning models, which, despite their high accuracy, suffer from two major...

Siemens RUGGEDCOM APE1808 Multiple Vulnerabilities in Fortigate NGFW

The RUGGEDCOM APE1808 is a powerful utility-grade application hosting platform that allows you to deploy a range of commercial applications for edge computing and network security in harsh industrial environments. Siemens RUGGEDCOM APE1808 Fortigate NGFW has multiple vulnerabilities that can be...

Unlocking the Next Wave of Edge Computing with Serverless WebAssembly

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No Lag, All Frag: Level Up Your Gaming with Xonotic, K3s, and Edge Computing

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Siemens Industrial Edge Management Cross-Site Scripting Vulnerability

Industrial Edge represents an open, ready-to-use edge computing platform consisting of edge devices, edge applications, edge connectivity, and application and device management infrastructure. A cross-site scripting vulnerability exists in Siemens Industrial Edge Management, which can be exploite...

DELL NativeEdge Information Disclosure Vulnerability

DELL NativeEdge is an edge operations software platform from Dell Technologies designed to simplify the deployment, management and secure scaling of edge computing environments. DELL NativeEdge suffers from an information disclosure vulnerability that stems from improperly set permissions on...

DELL NativeEdge Information Disclosure Vulnerability (CNVD-2025-1751479)

DELL NativeEdge is an edge operations software platform from Dell Technologies designed to simplify the deployment, management and secure scaling of edge computing environments. An information disclosure vulnerability exists in DELL NativeEdge. An attacker could exploit this vulnerability to caus...

Dell NativeEdge 安全漏洞

DELL NativeEdge is an edge operations software platform from Dell Technologies designed to simplify the deployment, management and secure scaling of edge computing environments. An information disclosure vulnerability exists in DELL NativeEdge. An attacker could exploit this vulnerability to caus...

Edgecross Basic Software 安全漏洞

Edgecross Basic Software is a software platform used in the Edge Computing space from Edgecross, Inc. that provides a variety of features to support data utilization and processing. A security vulnerability exists in Edgecross Basic Software ECP-BS1-W 1.00 and prior versions, which stems from...