Electronics, Free Full-Text
Por um escritor misterioso
Last updated 25 abril 2025

PDF has become a major attack vector for delivering malware and compromising systems and networks, due to its popularity and widespread usage across platforms. PDF provides a flexible file structure that facilitates the embedding of different types of content such as JavaScript, encoded streams, images, executable files, etc. This enables attackers to embed malicious code as well as to hide their functionalities within seemingly benign non-executable documents. As a result, a large proportion of current automated detection systems are unable to effectively detect PDF files with concealed malicious content. To mitigate this problem, a novel approach is proposed in this paper based on ensemble learning with enhanced static features, which is used to build an explainable and robust malicious PDF document detection system. The proposed system is resilient against reverse mimicry injection attacks compared to the existing state-of-the-art learning-based malicious PDF detection systems. The recently released EvasivePDFMal2022 dataset was used to investigate the efficacy of the proposed system. Based on this dataset, an overall classification accuracy greater than 98% was observed with five ensemble learning classifiers. Furthermore, the proposed system, which employs new anomaly-based features, was evaluated on a reverse mimicry attack dataset containing three different types of content injection attacks, i.e., embedded JavaScript, embedded malicious PDF, and embedded malicious EXE. The experiments conducted on the reverse mimicry dataset showed that the Random Committee ensemble learning model achieved 100% detection rates for embedded EXE and embedded JavaScript, and 98% detection rate for embedded PDF, based on our enhanced feature set.

Full pack 500 pcs - 2 G. disiccant tyvek® microbags silicagel

Nexar Adds Industry Demand Index to Electronic Design to Delivery Index (EDDI) Report

Electronic Recycle Event — Town of Marana
Lead-Free Electronic Solders: A Special Issue of the Journal of Materials Science: Materials in Electronics

Radio Days Tommy Keyes

DJ-Electronics v1.3.0 - Template for an online electronics store for Joomla 4.

Page 4 Laptop Computer With Full Battery Images - Free Download on Freepik
BLACK FRIDAY IS ON 📣🥳- Deals so good, no girl math is needed 💁🏻♀️, Cosmetics

Rep. Stephens & Commissioner Silvestri Host Shred & Electronics Recycling Event - Brad Stephens

Household Hazardous Waste Collection, Electronics Recycling and Residential Shredding Event - Town of Perinton

BARC Electronics and Communication (EC) Exam - (Bhabha Atomic Research Centre) - 10 Full Length Mock Tests (1000 Solved Questions) with Free Access To Online Tests: Buy BARC Electronics and Communication (EC)

AEM Electronics 30-3300 AEM Electronics Water/Methanol Injection Kits

The Ultimate Electronics Cooling Guide White Paper
Recomendado para você
-
Slayers Unleashed codes [December 2023]25 abril 2025
-
Project Slayers Private Server codes - Game News 2425 abril 2025
-
Map, Project Slayers Wiki25 abril 2025
-
Roblox: How To Carry In Project Slayers25 abril 2025
-
NEW* ALL WORKING CODES FOR PROJECT SLAYERS IN JUNE 2023! ROBLOX PROJECT SLAYERS CODES25 abril 2025
-
ALL CODES WORK* [Update 1.5] Project Slayers ROBLOX25 abril 2025
-
BEST Items / Accessories in UPDATE 1.5 🤠25 abril 2025
-
project slayer tokito clan showcase|TikTok Search25 abril 2025
-
Our Exclusive Project Slayers Private Server Code (Update 1.5)25 abril 2025
-
All Star Tower Defense codes December 2023 (4X update): Get free25 abril 2025
você pode gostar
-
Floppa Rave 225 abril 2025
-
Lelouch Icon Code geass wallpaper, Lelouch lamperouge, Black cat25 abril 2025
-
Fighting!, Eurobeat Wiki25 abril 2025
-
Download do APK de jogos de vestir roupas para Android25 abril 2025
-
Jigsaw Puzzle 100k - Jogo Gratuito Online25 abril 2025
-
Rhymes25 abril 2025
-
Paramount anuncia Sonic 3 para 2023 - NerdBunker25 abril 2025
-
Assistir Kyuuketsuki Sugu Shinu Dublado Episódio 4 » Anime TV Online25 abril 2025
-
Projeto de Identidade Visual - Sorvetes Wesley on Behance25 abril 2025
-
League of Legends World 2023: Which teams and players have the25 abril 2025