JCP, Free Full-Text
Por um escritor misterioso
Last updated 30 janeiro 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.
JCPenney Retail company
Number of J C Penney locations in the USA in 2023
JCPenney is Giving Away Mystery Coupons In-Store Black Friday
JCPenney Free Shipping Guide
JCPenney Optical on X: Get 50% OFF a Complete Pair ALL December long only at JCPenney Optical! / X
Holyoke Mall - Shopping, Dining and Entertainment in Holyoke, MA
Iso/Iec 18384-1 Get File - Colaboratory
no-interest-if-paid-in-full -within-24-or-12-months-884bf527-aeaf-49a0-9c89-3b875019d10c.gif
Sales share of J.C. Penney by product category U.S.
JCPenney – Shopping & Coupons on the App Store
What happened to JCPenney? - FourWeekMBA
12 Ways to Save at the JCPenney Portrait Studio
Recomendado para você
-
Proud of my ultimate hacking manager on 5th day playing : r/Bitburner30 janeiro 2025
-
robloxscripts · GitHub Topics · GitHub30 janeiro 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 to30 janeiro 2025
-
LEGENDS OF SPEED (SIMPLE)⚡ – ScriptPastebin30 janeiro 2025
-
AutoDraw for skribbl.io30 janeiro 2025
-
To Login SSM Smart Square 2023 in 202330 janeiro 2025
-
[New Item] Relic of the Pact : r/pathofexile30 janeiro 2025
-
Blox Fruit Flower Locations30 janeiro 2025
-
Mod: Wearable disguises - The Dark Mod - The Dark Mod Forums30 janeiro 2025
-
UPDATE ] BLOX FRUIT SCRIPT NO KEY, AUTO FIND LEVIATHAN ⚓, FARM LEVEL + MASTERY30 janeiro 2025
você pode gostar
-
The game that started my love for chess is now forever printed in30 janeiro 2025
-
NEW FREE ITEMS YOU MUST GET IN ROBLOX!🤩🥰 - in 202330 janeiro 2025
-
Fifa soccer Sega mega cd game complete 12.99 8BitBeyond – retro30 janeiro 2025
-
Cores Do Paint Online: Veja Opções De Como Usar Em Desenhos30 janeiro 2025
-
Kotaku's Ian Walker reviews SoPFFO - Final Fantasy Origin's Normie Fuckboy Scores More Stylish Gear As You Play bitly PM - Jun 16, 2021 - Sprout Social Stranger of Paradise's lead still30 janeiro 2025
-
The best CPU benchmarking software for 202230 janeiro 2025
-
free preppy templates for roblox group|TikTok Search30 janeiro 2025
-
3D KANOJO: REAL GIRL Season 2 Releases New Promotional Video And30 janeiro 2025
-
Military Tycoon Codes December 2023 - Pillar Of Gaming30 janeiro 2025
-
Bridget-guilty_gear, bridget-guilty-gear, HD wallpaper30 janeiro 2025