JCP, Free Full-Text
Por um escritor misterioso
Last updated 15 abril 2025

The proliferation of cloud and public legitimate services (CLS) on a global scale has resulted in increasingly sophisticated malware attacks that abuse these services as command-and-control (C&C) communication channels. Conventional security solutions are inadequate for detecting malicious C&C traffic because it blends with legitimate traffic. This motivates the development of advanced detection techniques. We make the following contributions: First, we introduce a novel labeled dataset. This dataset serves as a valuable resource for training and evaluating detection techniques aimed at identifying malicious bots that abuse CLS as C&C channels. Second, we tailor our feature engineering to behaviors indicative of CLS abuse, such as connections to known CLS domains and potential C&C API calls. Third, to identify the most relevant features, we introduced a custom feature elimination (CFE) method designed to determine the exact number of features needed for filter selection approaches. Fourth, our approach focuses on both static and derivative features of Portable Executable (PE) files. After evaluating various machine learning (ML) classifiers, the random forest emerges as the most effective classifier, achieving a 98.26% detection rate. Fifth, we introduce the “Replace Misclassified Parameter (RMCP)” adversarial attack. This white-box strategy is designed to evaluate our system’s detection robustness. The RMCP attack modifies feature values in malicious samples to make them appear as benign samples, thereby bypassing the ML model’s classification while maintaining the malware’s malicious capabilities. The results of the robustness evaluation demonstrate that our proposed method successfully maintains a high accuracy level of 84%. In sum, our comprehensive approach offers a robust solution to the growing threat of malware abusing CLS as C&C infrastructure.

Johnson College Prep, A Noble School on X: JCP is currently accepting transfers for 10th and 11th grade students! Interested in a FULL RIDE to college? Yes, right?? Newly enrolled 10th and

TOP 10 JCPenney Black Friday Deals for 2023 (SNEAK PEEK!)

Multilayer multiconfiguration time-dependent Hartree method: Implementation and applications to a Henon-Heiles Hamiltonian and to pyrazine - PUBDB

JCP, Free Full-Text

Receive 30% Off during JC Penney's Suit-Up Event • Office of Military and Veteran Student Success • UCF

JCPenney CD photo album coupon for $69.99, regular price $149.99

JCPenney Kids Zone Shop & Save with Exclusive In-Store Coupon
60% Off JCPenney Coupons & Promo Code - December 2023

Iso/Iec 18384-1 Get File - Colaboratory
JCPenney - This is your chance to win up to $10,000 in free tickets! 🥳 Here is how to enter: Step 1: Follow @si.tickets and @jcpenney on IG Step 2: Head over
J.C. Penney Company Annual Reports: 1917–1960, 1962–1982, 1985–2004, 2006–2008, 2010 : Free Download, Borrow, and Streaming : Internet Archive
Recomendado para você
-
Free draw 2 script roblox autoit15 abril 2025
-
Was the first graphics library for C built only on top of the standard library? If so, how did they do that? If not, then what building blocks does it use to15 abril 2025
-
CS 1110 Fall 202215 abril 2025
-
Roblox Script Showcase Episode#230/Drawing Tool15 abril 2025
-
One Wheel Studio15 abril 2025
-
Getting Started With End-to-End Testing in Angular Using Protractor15 abril 2025
-
Esp Roblox Script15 abril 2025
-
nikvetr15 abril 2025
-
Your Firefox extensions are all disabled? That's a bug! - gHacks Tech News15 abril 2025
-
UPDATE ] BLOX FRUIT SCRIPT NO KEY, AUTO FIND LEVIATHAN ⚓15 abril 2025
você pode gostar
-
Frank Bartley IV Italy Serie A Allianz Pallacanestro Trieste 19.5 PPG 2.6 APG 1.5 SPG Scoring Leader15 abril 2025
-
Soft Design: Festa Vampiros! True Blood, Twilight (Crepúsculo) e15 abril 2025
-
Sonic Hedgehog action figure lot Sonic Boom Shades Tails Classic Super Amy Rose15 abril 2025
-
Campeonato Brasileiro de Xadrez no Recife vai reunir os dois15 abril 2025
-
Top Royal Recruits Evolution Deck in Clash Royale! 🏆 — Eightify15 abril 2025
-
Desenho animes - tutorial básico de olhos15 abril 2025
-
ArtStation - ❤️Wedding day❤️ Sakura and Sasuke (Realistic)15 abril 2025
-
Alakazam (Pokémon GO) - Best Movesets, Counters, Evolutions and CP15 abril 2025
-
Sweet Crossing Snake IO - Download this Action-Casual Snake Game15 abril 2025
-
New Location for Aboriginal Employment Office - Wei Wai Kum First Nation15 abril 2025