A Decompilation-Driven Framework for Malware Detection with Large Language Models

The parallel evolution of Large Language Models LLMs with advanced code-understanding capabilities and the increasing sophistication of malware presents a new frontier for cybersecurity research. This paper evaluates the efficacy of state-of-the-art LLMs in classifying executable code as either...

Pega Customer Service Framework 安全漏洞

Pega Customer Service Framework is a customer service framework from Pega Corporation in the United States. A security vulnerability exists in Pega Customer Service Framework versions 8.7.0 through 25.1.0, which originates from an unrestricted file upload and could allow a privileged user to uplo...

Integrating APK Image and Text Data for Enhanced Threat Detection: A Multimodal Deep Learning Approach to Android Malware

As zero-day Android malware attacks grow more sophisticated, recent research highlights the effectiveness of using image-based representations of malware bytecode to detect previously unseen threats. However, existing studies often overlook how image type and resolution affect detection and ignor...

Malware Detection Based on API Calls: A Reproducibility Study

This study independently reproduces the malware detection methodology presented by Felli cious et al. 7, which employs order-invariant API call frequency analysis using Random Forest classification. We utilized the original public dataset 250,533 training samples, 83,511 test samples and replicat...

MAL-2026-236 Malicious code in graponater (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 9bbd986bf5883f6b5b40a7061c514b13f71a27c021471595671d060b260affc3 The package, distinguished as a speed testing or typosquatted Telegram library, contains a Telegram bot to perform remote control of the computer --- Category:...

Firefox Security Vulnerabilities: An Expert Guide

For any vulnerability management team, the daily flood of alerts can be overwhelming. When your scanner flags dozens of new CVEs, it’s easy to see browser-related issues as lower priority. Yet, a critical flaw in a widely used application like Firefox can be the initial foothold an attacker needs...

A week in security (January 5 – January 11)

Last week on Malwarebytes Labs: pcTattletale founder pleads guilty as US cracks down on stalkerware Are we ready for ChatGPT Health? CISA warns of active attacks on HPE OneView and legacy PowerPoint Lego’s Smart Bricks explained: what they do, and what they don’t Fake WinRAR downloads hide malwar...

Malicious code in tailwindcss-animate-tool (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 150bc7ffcbd255578f8dc6e8ce8781a01e97dcdc6a57436976f6b08beb371807 The package tailwindcss-animate-tool was found to contain malicious code. Source: ghsa-malware...

Malicious code in express-sessions-id (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 50976a5a79aa6e9a71eee66f3a74059d86a7620d670cf19ad43c9eb3619b0c2e The package express-sessions-id was found to contain malicious code. Source: ghsa-malware...

MAL-2026-216 Malicious code in cors-base (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 718e28ab42e6dd02cb599b331659e8f24be94c7d3b4e2dc859f1e09c34b7a822 The package cors-base was found to contain malicious code. Source: ghsa-malware 672c2f33d6521094e055da17d375ba21b3d35b58cd67db660f502e8f0512684d Any...

Malicious code in simple-string-utils3 (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 13d9f9db863d718f528caa234dfa722b2631eb76195f504f47670898aeb0634a The package simple-string-utils3 was found to contain malicious code. Source: ghsa-malware...

Malicious code in luxon-js (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector f6cf8bc36e6ae424cba2eb02275c950a8211e5342252662276b2c53afa5c8255 The package luxon-js was found to contain malicious code. Source: ghsa-malware 4fc26738db6a8729f71b32abddd5b6da3cce0b05e304b180ed3915f6cd07f746 Any...

MAL-2026-223 Malicious code in immer-js (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 8bc0710eb5a0ad9d9eb01cbd2d6f7c1b9cc39b07636d82a05f2cafdf953756bd The package immer-js was found to contain malicious code. Source: ghsa-malware 920c7d161c9e90ea35c168d53dd01e0920704e5f35e76d330fac6fb3c0a2cb87 Any...

Malicious code in llamaindex-js (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 1049a24d3b448f16e3c35acfe33ee0f28346e3a3e4908d0a033e58b0758bf4ef The package llamaindex-js was found to contain malicious code. Source: ghsa-malware 7f3515bafa1614c3bea7c792295bd9574fdf82e263b87963b347e4f082d0dc3f...

Malicious code in xml2js-js (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector c18f9df8257f4f610dbfd70460757eb36539314c7cce4d9eda82758da6984725 The package xml2js-js was found to contain malicious code. Source: ghsa-malware cf7cd10255ee6ff91469e7f180436d90c3eca29de3dc0b3f883c13403ca30132 Any...

MAL-2026-214 Malicious code in analytics-browser (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector d14b7ad7441a8663be12ffffb8132ef2a0b0124006d5df1b3448d6f722e4f808 The package analytics-browser was found to contain malicious code. Source: ghsa-malware...

MAL-2026-215 Malicious code in auth-types (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector ec0897a10b33b937c04d8f134ccac05ecdfd6050bbfaffbb07cd3ade9256bd24 The package auth-types was found to contain malicious code. Source: ghsa-malware 1096a2a969c582b5029b85a0c4eb85eec4d53f96c178a1523abe0978392a139d Any...

MAL-2026-208 Malicious code in @gwp-gtmt-components/event-listener (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 468c91e4f79d71c29b131ccb10fac2c3917af3d3a443cf252feeb683ef68d797 The package @gwp-gtmt-components/event-listener was found to contain malicious code. Source: ghsa-malware...

Malicious code in pako-js (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector 2b50aeb49929f8ce8f402d5ac0c09ee4735bc5411a45ae75dc357bfc5d18506d The package pako-js was found to contain malicious code. Source: ghsa-malware 86a948a3458aac938e35fbf5ec50b54986362543bef11c481af0f1dd3292cafd Any...

Malicious code in rxjs-js (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector a82756fe99cd57d9fc69d12a33d81146a6d0c78b3afa5926fa2531e1b3ced4eb The package rxjs-js was found to contain malicious code. Source: ghsa-malware b3538568871fe17ed55bb2e7a707cf1ca517f047348a754b2be9ec8798ab2997 Any...