Electronics, Free Full-Text
Por um escritor misterioso
Last updated 26 outubro 2024
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.
Electronic Recycle Event — Town of Marana
Arrow Electronics Full Year 2022 Earnings: In Line With Expectations
Original 3.5 Inch Factory Electronics IPS Full View TYPEC auxiliary Screen USB Chassis Computer Chassis Monitor AIDA64 free
The Ultimate Electronics Cooling Guide White Paper
Digital Electronics: A Primer
EPub] Free PDF Organic Electronics: Foundations to Applications by Stephen R Forrest on Audiobook Full Format / X
ANTELOPE AUDIO ZEN GO SYNERGY CORE 4X8 USB-C AUDIO INTERFACE
Aaron Tay's Musings about librarianship : The open access aggregators challenge — how well do they identify free full text?
Electronics For Electricians 7th Edition Herman Solutions Manual, PDF, Rectifier
5. Half Wave Controlled Rectifier (with Free Wheeling Diode) II Power Electronics II
Stream [DOWNLOAD] ⚡️ (PDF) Fundamentals of Power Electronics Full Books from Gunue Anontoa
Electronics Terms and Vocabulary (Free Spanish Lessons for Kids)
Enjoy 30-day free* trial of discovery+ - Westinghouse Electronics
Universal Electronics Hits Sustainability Milestones in Time for Earth Day
Full pack 500 pcs - 2 G. disiccant tyvek® microbags silicagel
Recomendado para você
-
Project Slayers codes (December 2023)26 outubro 2024
-
How to get Ore in Project Slayers26 outubro 2024
-
Project Slayers Clan Tier List And Guide26 outubro 2024
-
NEW* ALL WORKING CODES FOR PROJECT SLAYERS IN JUNE 2023! ROBLOX PROJECT SLAYERS CODES26 outubro 2024
-
How to equip titles in Project Slayers - SportsEnforce26 outubro 2024
-
Slayers Unleashed codes December 202326 outubro 2024
-
Project Slayers codes December 2023 (Update 1.5)26 outubro 2024
-
Project Slayers codes (December 2023) - Free win and spins26 outubro 2024
-
Project Slayers Codes (December 2023) - Pro Game Guides26 outubro 2024
-
Project Slayers Codes Wiki [Update 1.5] - Try Hard Guides26 outubro 2024
você pode gostar
-
Boneca Batatinha Frita 123 + Brinde. Amigurumi, Série Round 6 Netflix Squid Game26 outubro 2024
-
Decoração Pool Party Infantil em 2023 Decoracao pool party, Festa de aniversário na piscina, Festa pool party decoração26 outubro 2024
-
Jogo Americano Nuvem Cinza Mesa Posta - 1 UN.26 outubro 2024
-
Vikings: explicación de la muerte de Gunnhild, Jorn Ironside, Vikingos, Series de Netflix nnda nnlt, FAMA26 outubro 2024
-
Mo Dao Zu Shi 2 – 01 – Random Curiosity26 outubro 2024
-
the marginal service trailer|TikTok Search26 outubro 2024
-
Eliminatórias Copa do Mundo 2026: veja as datas dos jogos do Brasil26 outubro 2024
-
Pre casamento Karol e Fernando - Caratinga - MG26 outubro 2024
-
Therian/Otherkin Education and Advice - What is not therianthropy26 outubro 2024
-
TCG Shiny Treasure ex - #265 Mimikyu26 outubro 2024