Adversarial Defense in Cybersecurity: a Systematic Review of GANs for Threat Detection and Mitigation

Machine learning-based cybersecurity systems are highly vulnerable to adversarial attacks, while Generative Adversarial Networks GANs act as both powerful attack enablers and promising defenses. This survey systematically reviews GAN-based adversarial defenses in cybersecurity 2021--August 31,...

CVE-2025-57323

mpregular is a package that provides a small program development framework based on RegularJS. A Prototype Pollution vulnerability in the mp.addEventHandler function of mpregular version 0.2.0 and before allows attackers to inject properties on Object.prototype via supplying a crafted payload,...

CVE-2025-57323

mpregular is a package that provides a small program development framework based on RegularJS. A Prototype Pollution vulnerability in the mp.addEventHandler function of mpregular version 0.2.0 and before allows attackers to inject properties on Object.prototype via supplying a crafted payload,...

Security Bulletin: IBM Maximo Application Suite Ai-Service Component uses AIOHTTP asynchronous Python parser which is vulnerable to CVE-2025-53643.

Summary Security Bulletin: IBM Maximo Application Suite Ai-Service Component uses AIOHTTP asynchronous Python parser which is vulnerable to CVE-2025-53643. This bulletin contains information regarding the vulnerability and its fixture. Vulnerability Details CVEID:CVE-2025-53643 DESCRIPTION: AIOHT...

This Week in Spring - September 23rd, 2025

Hi, Spring fans! Welcome to another installment of This Week in Spring! I'm preparing my talks for several amazing shows including: Commit Your Code conference in Plano, Texas starting tomorrow; Dev2Next in Colorado; Devoxx Belgium in Antwerp, Belgium; and CloudFoundry Days in Germany. So much go...

Semantic-Aware Fuzzing: an Empirical Framework for LLM-Guided, Reasoning-Driven Input Mutation

Security vulnerabilities in Internet-of-Things devices, mobile platforms, and autonomous systems remain critical. Traditional mutation-based fuzzers -- while effectively explore code paths -- primarily perform byte- or bit-level edits without semantic reasoning. Coverage-guided tools such as AFL+...

HTTP Service Client Enhancements

In this 3rd blog post of the Road to GA series that’s highlighting major features within the Spring portfolio for the next major versions to be released in November we’ll have a look at new features for HTTP service clients, which are a collaborative effort across several Spring projects...

SoK: a Systematic Review of Malware Ontologies and Taxonomies and Implications for the Quantum Era

The threat of quantum malware is real and a growing security concern that will have catastrophic scientific and technological impacts, if not addressed early. If weaponised or exploited especially by the wrong hands, malware will undermine highly sophisticated critical systems supported by...

CVE-2025-10854

The txtai framework allows the loading of compressed tar files as embedding indices. While the validate function is intended to prevent path traversal vulnerabilities by ensuring safe filenames, it does not account for symbolic links within the tar file. An attacker is able to write a file anywhe...

CVE-2025-10854 Symlink Following in txtai leads to arbitrary file write when loading untrusted embedding indices

The txtai framework allows the loading of compressed tar files as embedding indices. While the validate function is intended to prevent path traversal vulnerabilities by ensuring safe filenames, it does not account for symbolic links within the tar file. An attacker is able to write a file anywhe...

CVE-2025-10854

The CVE-2025-10854 issue affects the txtai framework where loading compressed tar files as embedding indices is vulnerable: the existing path traversal protection does not account for symbolic links inside the tar, allowing an attacker to write arbitrary files on the filesystem when untrusted emb...

geminabox

It is an offensive tool for RubyGem hosting. The repository contains a simple RubyGem hosting system called Gem in a Box. It allows users to host their own RubyGems, and it includes features such as user authentication, gem versioning, and a web interface for browsing and downloading gems. The to...

wifi: cfg80211: sme: cap SSID length in __cfg80211_connect_result()

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Academico 代码问题漏洞

Academico is a Lavarel-based elementary and middle school school management platform from Academico Open Source. Academico has a code issue vulnerability that stems from a missing upload restriction in the file/edit-photo function, which could lead to a remote upload attack...

MCIR

The Magical Code Injection Rainbow! MCIR is a framework for building configurable vulnerability testbeds. It is a collection of tools designed to demonstrate various types of code injection vulnerabilities, including SQL injection, XML/XPath/XSL injection, Cross-Site Scripting XSS, and shell...

rubysec

This is a Ruby library for performing mutation testing, which is a form of testing that ensures that test coverage is comprehensive by introducing small changes mutations into the code under test and verifying that the tests fail as expected. The library, called Mutant, is designed to be used in...

sinatra

This is the official repository for the Sinatra web framework. It is a DSL Domain Specific Language for web development, allowing developers to create web applications in a concise and elegant way. The repository contains the core code for Sinatra, as well as various plugins and extensions. The...

Linux Distros Unpatched Vulnerability : CVE-2025-41249

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - The Spring Framework annotation detection mechanism may not correctly resolve annotations on methods within type hierarchies with a parameterized super type wit...

Evaluating LLM Generated Detection Rules in Cybersecurity

LLMs are increasingly pervasive in the security environment, with limited measures of their effectiveness, which limits trust and usefulness to security practitioners. Here, we present an open-source evaluation framework and benchmark metrics for evaluating LLM-generated cybersecurity rules. The...

PT-2025-48429

Name of the Vulnerable Software and Affected Versions Apache bRPC versions prior to 1.15.0 Description An issue exists in the json2pb component of Apache bRPC that can lead to a server crash. This occurs when processing deeply recursive JSON data received from a remote attacker. The root cause is...