Electronics, Free Full-Text
Por um escritor misterioso
Last updated 23 maio 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.
Original 3.5 Inch Factory Electronics IPS Full View TYPEC auxiliary Screen USB Chassis Computer Chassis Monitor AIDA64 free
Full pack 500 pcs - 2 G. disiccant tyvek® microbags silicagel
Electronics Magazine (1966-10-31) : Free Download, Borrow, and Streaming : Internet Archive
Command Medium Picture Hanging Strips, White, 3 Sets of Strips - Baller Hardware
Pelsee P12 Pro 4K Mirror Dash Cam with Type-C Full Set Hard Wire Kit, Smart Driving Assistant w/ADAS and BSD,2160P Front and Rear Camera,Voice Control,Night Vision,Parking Monitoring,Free 32GB Memory : Electronics
SMS memory full problem : r/MotoG
Antelope Audio Orion Studio Synergy Core - Perfect Circuit
New Elektor magazine website now online
Free Shred Day and Electronics Recycling Saturday at PCT Federal Credit Union
Sefram - Metrix Electronics Ltd
13 Free Electronics Ebooks
SOLUTION: Electronics projects volume 12 pdf free download - Studypool
Solved .Digicel 8:00 AM < Power electronics devices .
Recomendado para você
-
5 Project Slayers Private Server Codes WORKING Roblox Project Slayers Private Servers (May 2023)23 maio 2024
-
Project Slayers Update 1.5 Release Date Confirmed!23 maio 2024
-
Mist Breathing, Project Slayers Wiki23 maio 2024
-
ALL Project Slayers CODES Roblox Project Slayers Codes (May 2023)23 maio 2024
-
Rent was due🗣️🗣️🔥🔥#projectslayers #anime #roblox #demonayer23 maio 2024
-
Project Slayers Update 1.5 BEST BDA Tier List23 maio 2024
-
New Project Slayers Script Pastebin - [Update 1.5]23 maio 2024
-
Project Slayers Script23 maio 2024
-
project slayer tokito clan showcase|TikTok Search23 maio 2024
-
All Star Tower Defense codes December 2023 (4X update): Get free gold and more23 maio 2024
você pode gostar
-
sticker book meg & meg • unbox review flip through23 maio 2024
-
Fluency News #10123 maio 2024
-
Race Car Wooden Model Build & Play Easy Assembly Arts & Craft Kit by WoodShop23 maio 2024
-
20 client gift ideas they will actually like23 maio 2024
-
Paul+Morphy+%3A+A+Modern+Perspective+by+Valeri+Beim+%282006%2C+Perfect%29 for sale online23 maio 2024
-
You Call this Modern Crap a Craft? - Modern Craft Wine23 maio 2024
-
Fake MinerBlock Extension Repeatedly Playing Videos in the Background : r/chrome23 maio 2024
-
Dribbble - ezgif.com-gif-maker.gif by Nikki Shyuan23 maio 2024
-
Prva HNL - kadeti: Rijeka - Gorica 2:1 (sažetak) - HNK RIJEKA23 maio 2024
-
OiKage but badly screwed up by kavden on DeviantArt23 maio 2024