Electronics, Free Full-Text
Por um escritor misterioso
Descrição
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.
Solved .Digicel 8:00 AM < Power electronics devices .
Enjoy 30-day free* trial of discovery+ - Westinghouse Electronics
SOLUTION: Electronics projects volume 12 pdf free download - Studypool
Rep. Stephens, Sheriff Dart, & Commissioner Du Buclet Host November Electronics Recycling, Shred Truck, & Prescription Drug Drop Off Event - Brad Stephens
Stream [PDF] ✔️ Download Mathematics for Electricity & Electronics Full Books from Olmdcsmoglyne
1987 Comb Electronics Catalog Mailer TV Stereo Speakers Equipment HO Trains
Engineering Manager, Robotics & Structural Electronics Team Lead, Flexible Hybrid Electronics
Aaron Tay's Musings about librarianship : The open access aggregators challenge — how well do they identify free full text?
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)
Color Full Vector Hd PNG Images, Cute Simple Household Electronics Icons Full Of Colors, Cute Icons, Simple Icons, Electronics Icons PNG Image For Free Download
DJ-Electronics v1.3.0 - Template for an online electronics store for Joomla 4.
Full hd - Free electronics icons
PDF) Printable electronics: Towards materials development and device fabrication
de
por adulto (o preço varia de acordo com o tamanho do grupo)
