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.
Arrow Electronics Full Year 2022 Earnings: In Line With Expectations
DJ-Electronics v1.3.0 - Template for an online electronics store for Joomla 4.
Electronics, Free Full-Text
SIMBA Announces Power Electronics Public Beta Release - New Industry Products
PDF) Printable electronics: Towards materials development and device fabrication
Electronics, Free Full-Text
Senator Young, Spectrum, Fredonia and Sunnking Announce 10th Annual “Spring Cleaning E-Recycling Event
💳 Did you know your library card gets you free access to the full Consumer Reports database? Read reviews and find buying guides for cars, …
Rockstar Electronics
Nexar Adds Industry Demand Index to Electronic Design to Delivery Index (EDDI) Report
Interquip
IES Electronics Engineering Study Material (ECE) Lecture Notes (Topic-wise) Buy Online Full Syllabus Covered Books (Study Notes)(GATE, ESE, PSU)
Popular Electronics Electronic Experimenter's Handbook 1979 : Ziff-Davis Publishing : Free Download, Borrow, and Streaming : Internet Archive
Antelope Audio Orion Studio Synergy Core - Perfect Circuit
de
por adulto (o preço varia de acordo com o tamanho do grupo)
:quality(70)/cloudfront-us-east-1.images.arcpublishing.com/metroworldnews/J6UDSEG46ZCGBHDIJ7PQGYEC4Y.png)