A Self-Explainable Deep Architecture for Security Applications

Deep learning models have become integral to security applications due to their ability to model complex relationships in data and detect sophisticated threats. However, their complexity makes it difficult to understand how predictions are generated, posing significant challenges for...

CVE-2026-10610 Local privilege escalation in ESET security applications for macOS

Local privilege escalation potentially allowed an attacker to execute arbitrary code as a privileged user...

LLM-FS: Zero-Shot Feature Selection for Effective and Interpretable Malware Detection

Feature selection FS remains essential for building accurate and interpretable detection models, particularly in high-dimensional malware datasets. Conventional FS methods such as Extra Trees, Variance Threshold, Tree-based models, Chi-Squared tests, ANOVA, Random Selection, and Sequential...

Retrofit: Continual Learning with Bounded Forgetting for Security Applications

Modern security analytics are increasingly powered by deep learning models, but their performance often degrades as threat landscapes evolve and data representations shift. While continual learning CL offers a promising paradigm to maintain model effectiveness, many approaches rely on full...

EUVD-2024-0060

Malicious code in bioql PyPI...

Programmable Data Planes for Network Security

The emergence of programmable data planes, and particularly switches supporting the P4 language, has transformed network security by enabling customized, line-rate packet processing. These switches, originally intended for flexible forwarding, now play a broader role: detecting and mitigating...

CVE-2025-50066

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Quantum Machine Learning

The meteoric rise of artificial intelligence in recent years has seen machine learning methods become ubiquitous in modern science, technology, and industry. Concurrently, the emergence of programmable quantum computers, coupled with the expectation that large-scale fault-tolerant machines will...

EditLord: Learning Code Transformation Rules for Code Editing

Code editing is a foundational task in software development, where its effectiveness depends on whether it introduces desired code property changes without changing the original code's intended functionality. Existing approaches often formulate code editing as an implicit end-to-end task, omittin...

CVE-2025-21517

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Fedora: Security Advisory (FEDORA-2024-3dbc3e8105)

The remote host is missing an update for the SPDX-FileCopyrightText: 2024 Greenbone AG Some text descriptions might be excerpted from a referenced sources, and are Copyright C by the respective right holders. SPDX-License-Identifier: GPL-2.0-only ifdescription...

Fedora: Security Advisory for opensc (FEDORA-2023-c7e4c9af51)

The remote host is missing an update for the SPDX-FileCopyrightText: 2023 Greenbone AG Some text descriptions might be excerpted from a referenced sources, and are Copyright C by the respective right holders. SPDX-License-Identifier: GPL-2.0-only ifdescription...

Chinese Hackers Using New Stealthy Infection Chain to Deploy LODEINFO Malware

The Chinese state-sponsored threat actor known as Stone Panda has been observed employing a new stealthy infection chain in its attacks aimed at Japanese entities. Targets include media, diplomatic, governmental and public sector organizations, and think-tanks in Japan, according to twin reports...

Foxit PDF Reader 11.0 - Unquoted Service Path

Exploit Title: Foxit PDF Reader 11.0 - Unquoted Service Path Date: 05/03/2022 Exploit Author: Hejap Zairy Vendor Homepage: https://www.foxit.com/pdf-reader/ Software Link: https://www.foxit.com/downloads/Foxit-Reader/ Version: 11.0.1.49938 Tested: Windows 10 Pro x64 es C:\Users\Hejapsc qc...

Wondershare UBackit 2.0.5 - 'wsbackup' Unquoted Service Path

Exploit Title: Wondershare UBackit 2.0.5 - 'wsbackup' Unquoted Service Path Discovery by: Luis Martinez Discovery Date: 2022-02-17 Vendor Homepage: https://www.wondershare.com/ Software Link : https://download.wondershare.com/ubackitfull8767.exe Tested Version: 2.0.5 Vulnerability Type: Unquoted...

Netgear Genie 2.4.64 - Unquoted Service Path Vulnerability

Exploit Title: Netgear Genie 2.4.64 - Unquoted Service Path Exploit Author: Mert DAŞ Version: 2.4.64 Vendor Homepage: https://www.netgear.com/ Tested on: Windows 10 C:\Users\Mertsc qc NETGEARGenieDaemon SC QueryServiceConfig SUCCESS SERVICENAME: NETGEARGenieDaemon TYPE : 10 WIN32OWNPROCESS...

Elodea Event Collector 4.9.3 - 'ElodeaEventCollectorService' Unquoted Service Path

Exploit Title: Elodea Event Collector 4.9.3 - 'ElodeaEventCollectorService' Unquoted Service Path Discovery by: Alan Mondragon Discovery Date: 2021-03-23 Vendor Homepage: https://eventlogxp.com/ Software Links : https://eventlogxp.com/ Tested Version: Version: 4.9.3 Vulnerability Type: Unquoted...

Winpakpro 4.8 - (GuardTourService) Unquoted Service Path Vulnerability

Exploit Title: Winpakpro 4.8 - 'GuardTourService' Unquoted Service Path Discovery by: Alan Mondragon Vendor Homepage: https://www.security.honeywell.com/product-repository/winpak Software Links : https://www.security.honeywell.com/product-repository/winpak WinPackPro Tested Version: 4.8...

Realtek Andrea RT Filters 1.0.64.7 - 'AERTSr64.EXE' Unquoted Service Path

Exploit Title: Realtek Andrea RT Filters 1.0.64.7 - 'AERTSr64.EXE' Unquoted Service Path Discovery by: manuel Alvarez Discovery Date: 2020-11-07 Vendor Homepage: https://www.realtek.com/en/ Tested Version: 1.0.64.7 Vulnerability Type: Unquoted Service Path Tested on OS: Windows 10 x64 es Step to...

IDT PC Audio 1.0.6433.0 - 'STacSV' Unquoted Service Path

Exploit Title: IDT PC Audio 1.0.6433.0 - 'STacSV' Unquoted Service Path Discovery by: Manuel Alvarez Software link: https://www.pconlife.com/download/otherfile/20566/e82994866a370a480607637f28b82835/ Discovery Date: 2020-11-27 Tested Version: 1.0.6433.0 Vulnerability Type: Unquoted Service Path...