Optimized Approaches to Malware Detection: a Study of Machine Learning and Deep Learning Techniques

Digital systems find it challenging to keep up with cybersecurity threats. The daily emergence of more than 560,000 new malware strains poses significant hazards to the digital ecosystem. The traditional malware detection methods fail to operate properly and yield high false positive rates with l...

rexml: DoS vulnerability in REXML

A vulnerability was found in REXML RubyGems. This package is vulnerable to denial of service DoS when parsing a deep XML structure with the same local name attribute. This vulnerability only affects tree parser API like REXML::Document.new, other parser APIs such as stream parser API and SAX2...

BIT-PYTORCH-2025-32434 PyTorch: `torch.load` with `weights_only=True` leads to remote code execution

PyTorch is a Python package that provides tensor computation with strong GPU acceleration and deep neural networks built on a tape-based autograd system. In version 2.5.1 and prior, a Remote Command Execution RCE vulnerability exists in PyTorch when loading a model using torch.load with...

Application of Deep Reinforcement Learning for Intrusion Detection in Internet of Things: a Systematic Review

The Internet of Things IoT has significantly expanded the digital landscape, interconnecting an unprecedented array of devices, from home appliances to industrial equipment. This growth enhances functionality, e.g., automation, remote monitoring, and control, and introduces substantial security...

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...

Artificial Intelligence – What's all the fuss?

Talking about AI: Definitions Artificial Intelligence AI — AI refers to the simulation of human intelligence in machines, enabling them to perform tasks that typically require human intelligence, such as decision-making and problem-solving. AI is the broadest concept in this field, encompassing...

Leveraging Functional Encryption and Deep Learning for Privacy-Preserving Traffic Forecasting

Over the past few years, traffic congestion has continuously plagued the nation's transportation system creating several negative impacts including longer travel times, increased pollution rates, and higher collision risks. To overcome these challenges, Intelligent Transportation Systems ITS aim ...

Multiple vulnerabilities in Trend Micro Endpoint security products for enterprises (April 2025)

Overview Trend Micro Incorporated has released security updates for Endpoint security products for enterprises. Trend Micro Incorporated reported these vulnerabilities to JPCERT/CC to notify users of the solutions through JVN. Impact Trend Micro Apex Central 2019 Information Disclosure due to...

Trend Micro Deep Security Anti-Malware Solution Platform Link Following Local Privilege Escalation Vulnerability

This vulnerability allows local attackers to escalate privileges on affected installations of Trend Micro Deep Security Agent. An attacker must first obtain the ability to execute low-privileged code on the target system in order to exploit this vulnerability. The specific flaw exists within the...

Trend Micro Deep Security Link Following Local Privilege Escalation Vulnerability

This vulnerability allows local attackers to escalate privileges on affected installations of Trend Micro Deep Security. An attacker must first obtain the ability to execute low-privileged code on the target system in order to exploit this vulnerability. The specific flaw exists within the Trend...

Trend Micro Deep Security Agent Link Following Denial-of-Service Vulnerability

This vulnerability allows local attackers to create a denial-of-service condition on affected installations of Trend Micro Deep Security Agent. An attacker must first obtain the ability to execute low-privileged code on the target system in order to exploit this vulnerability. The specific flaw...

Access Control Bypass

Overview shopware/core is a Shopware platform is the core for all Shopware ecommerce products. Affected versions of this package are vulnerable to Access Control Bypass due to improper access control mechanisms. An attacker can access documents of other customers by guessing the deepLinkCode of a...

The vulnerability of the Anti-Malware module of the Trend Micro Deep Security Agent allows a hacker to increase their privileges.

The vulnerability of the Anti-Malware module of the Trend Micro Deep Security Agent is related to an incorrect definition of the link before accessing a file. Exploiting this vulnerability can allow attackers to increase their privileges...

The vulnerability of Trend Micro Deep Security Agent lies in its improper handling of file access links, which allows attackers to trigger a service failure.

The vulnerability of the Trend Micro Deep Security Agent lies in the improper handling of the link before accessing a file. Exploiting this vulnerability can allow an attacker to trigger a service failure...

The vulnerability of Trend Micro Deep Security Agent lies in its improper handling of file access links, which allows attackers to escalate their privileges.

The vulnerability of the Trend Micro Deep Security Agent lies in the incorrect handling of the link before accessing a file. Exploiting this vulnerability can allow attackers to enhance their privileges...

MindSpore 缓冲区错误漏洞

MindSpore is a new open source deep learning training/inference framework open sourced by MindSpore. It can be used in mobile, edge and cloud scenarios. A buffer error vulnerability exists in MindSpore version 2.5.0 that stems from a memory corruption...

Palo Alto Deep Packet Inspection Data Exfiltration

Palo Alto firewalls allow for exfiltration of data via multiple egress methodologies. -----BEGIN PGP SIGNED MESSAGE----- Hash: SHA512 Advisory Information Title: 3 vulnerabilities in Palo Alto Deep Packet Inspection mechanism Advisory URL:...

CVE-2025-31617 WordPress PostmarkApp Email Integrator plugin <= 2.4 - CSRF to Stored XSS vulnerability

Cross-Site Request Forgery CSRF vulnerability in Gagan Deep Singh PostmarkApp Email Integrator allows Cross Site Request Forgery. This issue affects PostmarkApp Email Integrator: from n/a through 2.4...

CVE-2025-31576 WordPress PostmarkApp Email Integrator plugin <= 2.4 - Broken Access Control vulnerability

Missing Authorization vulnerability in Gagan Deep Singh PostmarkApp Email Integrator postmarkapp-email-integrator allows Exploiting Incorrectly Configured Access Control Security Levels.This issue affects PostmarkApp Email Integrator: from n/a through = 2.4...

DEBIAN-CVE-2024-8176

A stack overflow vulnerability exists in the libexpat library due to the way it handles recursive entity expansion in XML documents. When parsing an XML document with deeply nested entity references, libexpat can be forced to recurse indefinitely, exhausting the stack space and causing a crash...