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README.md

@@ -1,5 +1,5 @@
 ---
-pretty_name: MELD-DS-455
+pretty_name: MELD-DS-448
 license: cc-by-nc-sa-4.0
 language:
 - en
@@ -14,44 +14,44 @@ task_categories:
 - other
 ---
 
-# Appendix: MELD-DS-455 Dataset Overview
+# Appendix: MELD-DS-448 Dataset Overview
 
 ## Dataset Overview
 
-MELD-DS-455 contains **25,722 malicious samples** spanning **454 distinct malware families** collected from April 2020 to August 2025. All samples are uniquely identified by SHA-256 hashes and include precise "First Seen" timestamps.
+MELD-DS-448 contains **26,166 malicious samples** spanning **448 distinct malware families** collected from April 2020 to August 2025. All samples are uniquely identified by SHA-256 hashes and include precise "First Seen" timestamps.
 
-**Family Distribution Characteristics**: The dataset exhibits a typical long-tail distribution, with 35.7% singleton families (only 1 sample) and 65.0% small-scale families (≤5 samples). Head concentration is significant, with the top 5 families covering 44.6% of samples and the top 10 families covering 57.1% of samples. Major families include unknown (4,517 samples, 17.6%), LummaStealer (2,903 samples, 11.3%), Formbook (2,057 samples, 8.0%), and others.
+**Family Distribution Characteristics**: The dataset exhibits a typical long-tail distribution, with 35.7% singleton families (only 1 sample) and 64.7% small-scale families (≤5 samples). Head concentration is significant, with the top 5 families covering 30.1% of samples and the top 10 families covering 41.5% of samples. Major families include LummaStealer (2,966 samples, 11.3%), Formbook (2,091 samples, 8.0%), SnakeKeylogger (1,045 samples, 4.0%), and others.
 
-**Temporal Evolution Patterns**: Samples are primarily concentrated in 2024-2025 (96.8%), with an average family lifespan of 93 days and only 4 families remaining active for more than one year. The number of active families surged to 413 in 2025, demonstrating the rapid evolution characteristics of contemporary malware ecosystems. Some families exhibit burst growth patterns, such as CryptOne with a monthly burst ratio of 9.8x.
+**Temporal Evolution Patterns**: Samples are primarily concentrated in 2024-2025 (96.8%), with the majority appearing in 2025 (77.1% of samples). The temporal distribution shows rapid growth in recent years, with 2024 contributing 19.7% and earlier years contributing minimal samples. This demonstrates the rapid evolution characteristics of contemporary malware ecosystems.
 
 ### Dataset Statistical Overview
 
 | Metric | Value | Description |
 |--------|-------|-------------|
-| **Total Families** | 454 | Total number of distinct malware families |
-| **Total Samples** | 25,722 | Total number of malicious samples |
-| **Avg Samples/Family** | 56.7 | Average samples per family |
+| **Total Families** | 448 | Total number of distinct malware families |
+| **Total Samples** | 26,166 | Total number of malicious samples |
+| **Avg Samples/Family** | 58.4 | Average samples per family |
 | **Sample Count Median** | 3 | Median of family sample counts |
-| **Singleton Families** | 162 (35.7%) | Families with only 1 sample |
-| **Small Families** | 295 (65.0%) | Families with ≤5 samples |
-| **Large Families** | 37 (8.1%) | Families with ≥100 samples |
-| **Top 5 Coverage** | 44.6% | Sample coverage by top 5 families |
-| **Top 10 Coverage** | 57.1% | Sample coverage by top 10 families |
+| **Singleton Families** | 160 (35.7%) | Families with only 1 sample |
+| **Small Families** | 290 (64.7%) | Families with ≤5 samples |
+| **Large Families** | 36 (8.0%) | Families with ≥100 samples |
+| **Top 5 Coverage** | 30.1% | Sample coverage by top 5 families |
+| **Top 10 Coverage** | 41.5% | Sample coverage by top 10 families |
 
 ### Annual Evolution Statistics
 
 | Year | Active Families | Samples | Percentage |
 |------|----------------|---------|------------|
-| 2020 | 1 | 5 | 0.0% |
-| 2021 | 2 | 257 | 1.0% |
-| 2022 | 3 | 343 | 1.3% |
-| 2023 | 4 | 227 | 0.9% |
-| 2024 | 181 | 5,088 | 19.8% |
-| 2025 | 413 | 19,802 | 77.0% |
+| 2020 | - | 6 | 0.0% |
+| 2021 | - | 258 | 1.0% |
+| 2022 | - | 343 | 1.3% |
+| 2023 | - | 227 | 0.9% |
+| 2024 | - | 5,146 | 19.7% |
+| 2025 | - | 20,186 | 77.1% |
 
 ## Standardized Analysis Artifacts
 
-Each sample in MELD-DS-455 provides four types of standardized analysis data generated through unified CAPE Sandbox analysis in virtualized Windows 10 x64 (22H2) environments:
+Each sample in MELD-DS-448 provides four types of standardized analysis data generated through unified CAPE Sandbox analysis in virtualized Windows 10 x64 (22H2) environments:
 
 **1. CAPE JSON Reports** - Complete structured analysis results containing behavioral indicators, network activities, file system operations, registry modifications, and process execution traces, as the original analysis reports from CAPEv2.
 
@@ -61,9 +61,11 @@ Each sample in MELD-DS-455 provides four types of standardized analysis data gen
 
 **4. ASM Disassembly Files** - Static disassembly output providing low-level instruction sequences and control flow information. These artifacts support static analysis techniques and hybrid approaches combining static and dynamic features.
 
+**Note on ASM File Coverage**: Out of 26,166 total samples, 361 samples (1.38%) do not have corresponding ASM disassembly files due to disassembly process failures during reverse engineering analysis. These missing files are documented in `asm_loss.csv` for reference. The remaining 25,805 samples (98.62%) have complete ASM disassembly data available.
+
 ## Data Quality and Coverage
 
-All 25,722 samples (100% coverage) include complete metadata and all four analysis artifact types. The dataset ensures sample uniqueness through SHA-256 deduplication and maintains temporal consistency with verified timestamps. File sizes range from 87.3 KB to 301.3 MB (median: 3.5 MB), with the complete dataset totaling 479 GB of analysis artifacts and metadata.
+All 26,166 samples (100% coverage) include complete metadata and three primary analysis artifact types (CAPE JSON reports, Markdown reports, and API call sequences). ASM disassembly files are available for 25,805 samples (98.62%), with 361 samples missing ASM files due to disassembly process failures. The dataset ensures sample uniqueness through SHA-256 deduplication and maintains temporal consistency with verified timestamps. File sizes range from 87.3 KB to 301.3 MB (median: 3.6 MB), with the complete dataset totaling 479 GB of analysis artifacts and metadata.
 
 ## Dataset File Structure
 
@@ -75,26 +77,26 @@ Due to file size limitations, large dataset files have been split into 4GB volum
 
 **1. ASM Disassembly Files (27GB total)**
 ```bash
-7z x asm_split.7z.001
+7z x asm.7z.001
 ```
 
 **2. API Call Sequences (8.9GB total)**  
 ```bash
-7z x api_sequence_split.7z.001
+7z x api_sequence.7z.001
 ```
 
 **3. CAPE JSON Reports (8.5GB total)**
 ```bash
-7z x cape_reports_split.7z.001
+7z x cape_reports.7z.001
 ```
 
 **4. Markdown Reports (67MB - no splitting needed)**
-- File: `cape_reports_to_md.zip`
-- Can be extracted directly: `unzip cape_reports_to_md.zip`
+- File: `cape_reports_malicious_md.7z`
+- Can be extracted directly: `7z x cape_reports_malicious_md.7z`
 
 ### Requirements
 - **7-Zip**: Required for extracting split archives
-- **Disk Space**: Ensure at least 50GB free space for extraction
+- **Disk Space**: Ensure at least 500GB free space for extraction
 - **Memory**: Recommended 8GB+ RAM for processing large files
 
 ## License

README_ZH_CH.md

@@ -1,42 +1,42 @@
 
-# 附录：MELD-DS-451数据集概述
+# 附录：MELD-DS-448数据集概述
 
 ## 数据集概览
 
-MELD-DS-451包含**25,722个恶意样本**，涵盖**454个不同恶意软件家族**，收集时间跨度为2020年4月至2025年8月。所有样本均通过SHA-256哈希值唯一标识，并包含精确的"首次发现"时间戳。
+MELD-DS-448包含**26,166个恶意样本**，涵盖**448个不同恶意软件家族**，收集时间跨度为2020年4月至2025年8月。所有样本均通过SHA-256哈希值唯一标识，并包含精确的"首次发现"时间戳。
 
-**家族分布特征**：数据集呈现典型的长尾分布，其中35.7%为单例家族（仅1个样本），65.0%为小规模家族（≤5个样本）。头部集中度显著，前5个家族覆盖44.6%的样本，前10个家族覆盖57.1%的样本。主要家族包括unknown（4,517个样本，17.6%）、LummaStealer（2,903个样本，11.3%）、Formbook（2,057个样本，8.0%）等。
+**家族分布特征**：数据集呈现典型的长尾分布，其中35.7%为单例家族（仅1个样本），64.7%为小规模家族（≤5个样本）。头部集中度显著，前5个家族覆盖30.1%的样本，前10个家族覆盖41.5%的样本。主要家族包括LummaStealer（2,966个样本，11.3%）、Formbook（2,091个样本，8.0%）、SnakeKeylogger（1,045个样本，4.0%）等。
 
-**时间演化模式**：样本主要集中在2024-2025年（96.8%），平均家族生命周期为93天，仅4个家族持续活跃超过1年。2025年活跃家族数量激增至413个，显示了当代恶意软件生态的快速演化特征。部分家族表现出突发增长模式，如CryptOne的月度突发比率达9.8倍。
+**时间演化模式**：样本主要集中在2024-2025年（96.8%），其中2025年占绝大多数（77.1%的样本）。时间分布显示近年来快速增长，2024年贡献19.7%，早期年份贡献较少。这显示了当代恶意软件生态的快速演化特征。
 
 ### 数据集统计概览
 
 | 指标 | 数值 | 说明 |
 |------|------|------|
-| **总家族数** | 454 | 不同恶意软件家族总数 |
-| **总样本数** | 25,722 | 恶意样本总数 |
-| **平均样本/家族** | 56.7 | 每个家族平均样本数 |
+| **总家族数** | 448 | 不同恶意软件家族总数 |
+| **总样本数** | 26,166 | 恶意样本总数 |
+| **平均样本/家族** | 58.4 | 每个家族平均样本数 |
 | **样本数中位数** | 3 | 家族样本数的中位数 |
-| **单例家族** | 162 (35.7%) | 仅有1个样本的家族 |
-| **小规模家族** | 295 (65.0%) | ≤5个样本的家族 |
-| **大型家族** | 37 (8.1%) | ≥100个样本的家族 |
-| **前5家族覆盖率** | 44.6% | 前5大家族的样本占比 |
-| **前10家族覆盖率** | 57.1% | 前10大家族的样本占比 |
+| **单例家族** | 160 (35.7%) | 仅有1个样本的家族 |
+| **小规模家族** | 290 (64.7%) | ≤5个样本的家族 |
+| **大型家族** | 36 (8.0%) | ≥100个样本的家族 |
+| **前5家族覆盖率** | 30.1% | 前5大家族的样本占比 |
+| **前10家族覆盖率** | 41.5% | 前10大家族的样本占比 |
 
 ### 年度演化统计
 
 | 年份 | 活跃家族数 | 样本数 | 占比 |
 |------|-----------|--------|------|
-| 2020 | 1 | 5 | 0.0% |
-| 2021 | 2 | 257 | 1.0% |
-| 2022 | 3 | 343 | 1.3% |
-| 2023 | 4 | 227 | 0.9% |
-| 2024 | 181 | 5,088 | 19.8% |
-| 2025 | 413 | 19,802 | 77.0% |
+| 2020 | - | 6 | 0.0% |
+| 2021 | - | 258 | 1.0% |
+| 2022 | - | 343 | 1.3% |
+| 2023 | - | 227 | 0.9% |
+| 2024 | - | 5,146 | 19.7% |
+| 2025 | - | 20,186 | 77.1% |
 
 ## 标准化分析数据
 
-MELD-DS-451中的每个样本都提供四种类型的标准化分析数据，这些数据通过在虚拟化的Windows 10 x64 (22H2)环境中进行统一的CAPE沙箱分析生成：
+MELD-DS-448中的每个样本都提供四种类型的标准化分析数据，这些数据通过在虚拟化的Windows 10 x64 (22H2)环境中进行统一的CAPE沙箱分析生成：
 
 **1. CAPE JSON报告** - 包含行为指标、网络活动、文件系统操作、注册表修改和进程执行轨迹的完整结构化分析结果，为CAPEv2的原始分析报告。
 
@@ -46,9 +46,11 @@ MELD-DS-451中的每个样本都提供四种类型的标准化分析数据，这
 
 **4. ASM反汇编文件** - 提供低级指令序列和控制流信息的静态反汇编输出。这些数据支持静态分析技术以及结合静态和动态特征的混合方法。
 
+**ASM文件覆盖率说明**：在总计26,166个样本中，有361个样本（1.38%）由于逆向工程分析过程中反汇编程序执行失败，没有对应的ASM反汇编文件。这些缺失的文件已记录在`asm_loss.csv`中供参考。其余25,805个样本（98.62%）具有完整的ASM反汇编数据。
+
 ## 数据质量与覆盖率
 
-所有25,722个样本（100%覆盖率）都包含完整的元数据和全部四种分析数据类型。数据集通过SHA-256去重确保样本唯一性，并通过验证时间戳维护时间一致性。文件大小范围从87.3 KB到301.3 MB（中位数：3.5 MB），完整��据集的分析数据和元数据总计479 GB。
+所有26,166个样本（100%覆盖率）都包含完整的元数据和三种主要分析数据类型（CAPE JSON报告、Markdown报告和API调用序列）。ASM反汇编文件覆盖25,805个样本（98.62%），有361个样本因反汇编程序执行失败而缺失ASM文件。数据集通过SHA-256去重确保样本唯一性，并通过验证时间戳维护时间一致性。文件大小范围从87.3 KB到301.3 MB（中位数：3.6 MB），完整数据集的分析数据和元数据总计479 GB。
 
 ## 数据集文件结构
 
@@ -60,26 +62,26 @@ MELD-DS-451中的每个样本都提供四种类型的标准化分析数据，这
 
 **1. ASM反汇编文件（总计27GB）**
 ```bash
-7z x asm_split.7z.001
+7z x asm.7z.001
 ```
 
 **2. API调用序列（总计8.9GB）**  
 ```bash
-7z x api_sequence_split.7z.001
+7z x api_sequence.7z.001
 ```
 
 **3. CAPE JSON报告（总计8.5GB）**
 ```bash
-7z x cape_reports_split.7z.001
+7z x cape_reports.7z.001
 ```
 
 **4. Markdown报告（67MB - 无需分割）**
-- 文件：`cape_reports_to_md.zip`
-- 可直接解压：`unzip cape_reports_to_md.zip`
+- 文件：`cape_reports_malicious_md.7z`
+- 可直接解压：`7z x cape_reports_malicious_md.7z`
 
 ### 系统要求
 - **7-Zip**：解压分卷文件所需
-- **磁盘空间**：确保至少50GB可用空间用于解压
+- **磁盘空间**：确保至少500GB可用空间用于解压
 - **内存**：建议8GB+内存处理大文件
 
 ## 许可证

asm_loss.csv

@@ -0,0 +1,362 @@
+sha256,label,size_bytes,first_seen,family,family_id
+00c11f8fbbb027fc98dfd623ce2f0ba0f10ca7bf8f7c1dc2419b4221f80cb384,malicious,11224952,2025-04-09 06:24:57,ValleyRAT,12
+01622ef080f6077b13fdf4b5cb3808b84902676443277e88055a9d92b16d3b05,malicious,328344,2025-01-22 14:20:36,LummaStealer,1
+01a141c894bb4f557c8b9cdb8f34600fadb837a7acd694a2e1f91047d979eb3f,malicious,9832813,2025-07-23 14:07:42,unknown,449
+0384fd18568f9e6afe15343f62d353fd3db7740aa45529a305b14180221892cf,malicious,309343,2025-05-24 15:45:20,unknown,449
+0388da180afc3945e65a83044f2e62e6e6b566e850e8d01dbdfcde5348f344bf,malicious,323528,2025-06-13 10:40:26,unknown,449
+03c888e399ab2cf06af1c9a1db04b480053b6364e60d835aff18893a7c93269a,malicious,28579763,2025-08-02 16:35:00,unknown,449
+04c08824025a0c65c8711f4accb5703aa14c67b2b275fed0d86503f941fa378a,malicious,16090260,2025-07-30 23:31:49,NodeLoader,67
+05854a03e599a725a61534a87039cb2161e3fdce4c434e1f9d92499038168f1a,malicious,6320320,2024-12-18 10:54:26,unknown,449
+05c5fbba36965f02ea65b1ad24970e67a5359b72b81e60474a8798f02baf50fd,malicious,578477,2025-05-15 09:23:08,LummaStealer,1
+06e5c2c9f1263bd8e0d6b13a347b0d49c60fcd9aae5eae68d8f3fe39039f8454,malicious,74035601,2025-07-22 18:11:55,unknown,449
+06eb0d93abb7f1065e967d4aec60c70ff5cff7d05bdd735f60997580c77d1e7c,malicious,924717,2025-06-01 11:42:36,unknown,449
+080a5667b9dc8aa2362528f5e1dd5ddfcd5064301f995f52095c90def8748915,malicious,10797244,2024-12-05 20:48:10,Vidar,27
+080c79c776af81bf6d9f3edb8f5d65d90b1f7ffe31d5d27479bbdd9eec4e2a05,malicious,4060441,2025-07-20 14:15:16,ValleyRAT,12
+0a46aef6ef6f9903335ba335fa9a7cd6c738135a7569ba620c3da47f279624e4,malicious,3196025,2025-05-06 02:16:06,unknown,449
+0ada29254a6f60816b648c8247d46f1eb122439137f93c91388da2c0d4586550,malicious,10100379,2025-06-29 10:58:26,unknown,449
+0e52d5414536fce593aada88c26086af95af6b44d700b70315f4fdd9feb0b093,malicious,7718500,2025-03-11 03:14:53,AgentTesla,4
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+0f0b1a17f7beeb26799ba061501774182332bd66a650ba167ec7dbfba93cb3d0,malicious,26623503,2025-06-03 12:23:59,ResolverRAT,45
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+11603be72b1bd7fcded7a27d37939d31f36f90ccc824b577e7fc05ed52b0f736,malicious,5862421,2025-05-23 15:24:20,unknown,449
+12d706051d8c0a7759428ab7f04ce5157fe794360a6dfc1051ab5c19b56082ad,malicious,45649392,2025-03-21 13:55:32,Gh0stRAT,32
+1538cd136b5d8d77d123b4f08f78c9f897d5094192bc0c84275b3cb546aa7aa4,malicious,7941385,2025-06-25 00:09:13,ValleyRAT,12
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+16745ae6670eba8a452a5e75fa6142564d31bd3b7d14766e04f1acb214f65703,malicious,1457894,2025-06-14 10:07:36,unknown,449
+16f3f64baaca74922a2ae41fefc0b6a2c88647b1d56f8cf229a5c165ae62aa52,malicious,1763655,2025-06-04 18:01:07,AsyncRAT,5
+1700826104f536f6b6894f1081a20118e1adf5c9848af4fd9e79364c604b0033,malicious,35876404,2025-05-13 16:00:14,Amadey,10
+174d17a4b285f7149cb7806c87b401ab3a467369d94ab78d77047567da0b763a,malicious,365941,2024-12-13 15:40:28,LummaStealer,1
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+19f6d6afe3d84ca3ebb813249bbc5122ad95b6f86f9316e88528e1491ee38bba,malicious,272615,2025-05-27 05:48:09,unknown,449
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+20fa1c2732b7555d95f94872399b776c1950cf1debfc5d4e46b41a89a7d88104,malicious,980998,2025-02-24 17:33:29,LummaStealer,1
+2335f38350f09e7830586bea542f736b22a1e40325e09726098739733fac5e96,malicious,1907985,2025-05-22 06:26:51,unknown,449
+236a93da2416f43606eb6374b3c9e4469f653209d13d4c794d220723ed49aa3c,malicious,4594979,2025-02-06 14:49:59,LummaStealer,1
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+27299c54ef996d1005fbfff8976e2212ca1a061dc61c11ffc864f9721d4f52d7,malicious,6292057,2025-05-09 18:48:27,ACRStealer,33
+283973a22fd7c41dad85168ff57e7fde4aed37e13f4dc90889c742b4619ac7d1,malicious,623515,2024-12-06 08:23:11,Stealc,11
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+29cdb1601f2d8c82a7a621d7c6f745398cb99ef7cfdacec91cab796004851076,malicious,17675454,2025-07-30 12:51:51,unknown,449
+2b82b9425b1351a09806518b78050b48658e89a79782e66f72bb8be93c5b109c,malicious,42976762,2025-03-22 16:14:19,AsyncRAT,5
+2d7219db0e67eefe782fd54d6f5bff2d08627c1502df21525b59f68cbb6eb773,malicious,22537747,2025-04-03 17:52:07,unknown,449
+2ea4e7faa5f34ec3b82e81d209407d02f51402bf78a261a73c1ec40fc0615922,malicious,6733700,2025-04-28 02:49:31,njrat,21
+2fb70ee5281d28c79ecc6efdf5d8acef454d45308dbe1f88d1640fb63b94092a,malicious,3865770,2025-03-14 07:39:29,unknown,449
+30032552e845132dc42dd9443b955a98eaf10b63eeff19d83a35c7bf355029e5,malicious,18078548,2025-07-31 11:07:17,unknown,449
+302cfb2ba474eac3aeea3ceb1d9621d459b107bdbcd7d0f22204b36fd9445b45,malicious,585363,2024-12-02 15:45:23,unknown,449
+31c8145c341c5bdcd7e6d2dae42f8a1e635cb23bbd93abb45d5749d1d0c3bb9e,malicious,206534,2025-06-07 21:40:30,unknown,449
+339a50c7f4b629db98fbbac2b5abd87a916181d9f5e456117d02a442920eac3e,malicious,29909278,2025-03-14 09:18:31,Amadey,10
+34a4deb12fe2cff5c660bb1b68460f36b2a0f333875236801723be0b2a4ed49a,malicious,13042402,2024-12-13 13:41:39,unknown,449
+35141e6579c636fe5c5bad7af4acd0e06f39e58dd6d32ce258bba9e3b0c13c2d,malicious,6575471,2025-05-30 23:57:42,LummaStealer,1
+36e416de11f263d66e35f83dbdd65d90655ab28b0aa8ea02b668d1935057bc6f,malicious,5739611,2025-03-06 05:05:11,Formbook,2
+371cdc1fc708463018c48d5d88fb1989a3cefd9b1e50cc79bb7f1bd567769c9e,malicious,19934871,2025-07-06 00:39:03,Plugx,132
+388bad7b604fc23145dc2373876569e08a69c40602f200a9c95b1d7f5bb0bed4,malicious,1103082,2025-07-28 01:49:05,unknown,449
+388bd0f4fe9fca2897b29caac38e869905fd7d43c1512ca3fb9b772fbf2584eb,malicious,410959,2025-02-25 04:18:57,LummaStealer,1
+394685d116f723f68f7d2c603147f4181eb9a4134b59ff52948b7d0dfdd6b98b,malicious,3113943,2025-02-19 07:48:48,AgentTesla,4
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+3ac7805528424360828fae6fc7917fe7335732ea6d1c027fcd7fd7800eb8823f,malicious,9380430,2025-01-12 15:13:46,MeduzaStealer,81
+3b04fb9046116e28e410d1ee850bcf2a466dd487ba0103cfaa2a023519465518,malicious,12904486,2024-12-02 20:31:13,LummaStealer,1
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+451e18865c0940e95b4530dd11b157f63425f950e210e3d5d7ad0faf7a89832f,malicious,29933803,2025-06-08 04:34:10,unknown,449
+4592d64935081ae03564054fe64de80310dc44ae3e1e7899a004c6d6f6b1ef23,malicious,30935384,2025-07-29 15:45:37,unknown,449
+4613803241dbf642f36565eb603faa5dfbd400b248dc9ef04abb9a01dde7d987,malicious,14385524,2025-03-31 23:00:55,unknown,449
+47ab9b9deaa14202b94320df16f52c8d98adee49c9bff8909ab5deefcbdfe401,malicious,24523092,2025-06-22 17:02:43,NodeLoader,67
+49cb7def16293adeb927d5b0ae74ed317961fc9a2f2c2da287a8f4b4c4e15088,malicious,11494111,2025-03-25 08:03:55,unknown,449
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+4b73f071b37da9dc75fc66c196d7aabc2788ecde9041972d0a9599afdd7321c6,malicious,8933504,2025-04-03 13:47:12,unknown,449
+4ca575db5001a2bebb384117b6792c07ee526e055aa51c8b7d9615a6bec9d38d,malicious,687611,2025-08-02 21:02:38,unknown,449
+4cd95bf0380de67906211a1f7609ee91ff705d85ee45e14b1cac6bed13d53c19,malicious,3799775,2024-12-17 19:17:48,Rhadamanthys,17
+4dd6f7f42abf0112e6b9b24ace7fa25ee5c13b355fa236dab8d399a399b4c23f,malicious,14599044,2025-04-01 11:41:27,unknown,449
+4df8350850592b587c4d2aaabddc8454bc4652df0082b85c3336139a9c6ea53e,malicious,1722776,2025-05-29 04:15:07,unknown,449
+4e0cec1e4b37b441348aafedecbf222b44e57e6dcfb26288eb4abdb99dace7a2,malicious,34896517,2025-01-17 16:35:58,LummaStealer,1
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+4e919655f7e2ab68ec272b4265b91489663397d96fb68b05e27e5067ffd3bc38,malicious,2650886,2025-04-25 13:35:21,unknown,449
+4ed63ff21c0fe018d090444b4cece87cb89ef30f9feaf836f25ae42486fa7b30,malicious,517930,2025-05-24 19:38:32,unknown,449
+4f964a67f2487c39f0f7a69468ae00f8a2d8b04d5c17904e2f40aa99602ca2ae,malicious,10878412,2025-04-09 10:26:00,LatentBot,262
+4fb485cc7b3a6bab9c978469138bd13ad1097185041f19005e0a554cb05efbff,malicious,3258048,2025-02-12 14:52:16,ACRStealer,33
+5225114a8140a140783b6b19fb4d2fef027dc00c40577bebdc6773b279efda20,malicious,13246394,2025-05-21 13:01:01,CoinMiner,24
+52ea740341e222b8d92c50a94cb6acb6056f49997acfcbb92a01fb85e9e0f4a2,malicious,18973882,2025-06-23 21:16:21,ValleyRAT,12
+532a4599883f61688c96843898ec634969a5934fc4a7c5c8eb913be9eb77e708,malicious,9514746,2025-03-14 10:27:36,unknown,449
+53dad50e7f99bc34ca5e9ab182d720bf4ae8b0a976755c84b111536e82e121fa,malicious,3844219,2024-12-16 11:40:42,Rhadamanthys,17
+54af4e9d0e6236ee5655791ac71c4ed9ec3542b1b621207070ed1f28138b0c0b,malicious,13774108,2024-12-02 12:32:35,unknown,449
+54d34be6e4c837d0c6d688314390fd12832ebc81dd7106891f9471e605ba0b9e,malicious,30356709,2025-05-20 18:54:22,unknown,449
+55f041bf4e78e9bfa6d4ee68be40e496ce3a1353e1ca4306598589e19802522c,malicious,1158737,2025-03-13 07:25:25,unknown,449
+56fab2398eab5448c9cb86f5bae823a5f7f67fbf859c897d994d90f191c10461,malicious,2958553,2025-03-03 10:22:32,unknown,449
+57da198d5e15c416f9dad3fb38e152b86435ffe2115f7821bb22b67a738aab34,malicious,18467118,2025-06-29 14:53:43,NodeLoader,67
+57de7d9074a24ceae6c3b748b5f0a049e93d78f27f15c34bb8e02d5b89fe055f,malicious,2802845,2025-04-07 14:53:03,LummaStealer,1
+584d0e977dc6c492def48e1caf042fb33d0dfc7116c4a6c5764bb305998ef7d7,malicious,5951652,2025-03-18 12:51:46,LummaStealer,1
+585ab6c1cdaa65c9d08decf4e1ab1cf9327f00e18d13e85e338268ccc3587aab,malicious,3625758,2025-03-13 19:53:57,unknown,449
+58ed70e9ccbb01109ff6ebe7083d97d36ce84ffff29a10ff0464406f3dd7e205,malicious,1390387,2025-03-06 07:03:21,unknown,449
+5a0db0a91b174486fef85831b2c57fbeec88ee7228b3651214ac715cb7b44e65,malicious,2678833,2025-03-21 11:37:51,unknown,449
+5a8b6d9592a72a0c30c66e62fa908ab0c45d5f6301575c07731c3168877eecbf,malicious,1254988,2025-01-20 09:26:17,LummaStealer,1
+5b1062432cfa3bc8c620a5a527115561ca18ea433ef2f07a9d1baded6714222b,malicious,1425420,2024-12-15 08:16:30,unknown,449
+5b4b87990e0594222c90e5328acbcc64216d96bdcac3f8b0c1aeabe904c271ca,malicious,49616720,2025-05-22 18:27:48,unknown,449
+5b759b10a4f04dbe7f8949c37aba536b6ed4d55760f3b4346499b25f66b4519e,malicious,3198496,2025-03-25 16:36:45,unknown,449
+5d1f07e1811aad6b506eb7eacd651fe6ea9979601af9f1f606032404998250ee,malicious,15628415,2025-01-07 20:56:20,XWorm,14
+5d3a1297fca66e0395c2d870b1a27f32a6efaef8bce19ab9ac08c77bcd812ebc,malicious,18607300,2025-06-25 19:45:53,unknown,449
+5eb4b92d5dae51b2ad9f8c8b775b9c1d35d6dac6fba9bbfb066f4e1afd37b2e5,malicious,5623305,2025-02-06 15:59:22,VIPKeylogger,20
+5f77d485e21d1b997430d84864ec2ca0765b8129e5b008420055de8b941ab2a1,malicious,6600234,2025-05-22 13:56:23,ACRStealer,33
+5fb32bfa1fb1d683045fe9f9ca9a1bfea0995e7792dcd7fe1cfc5c84fc4d8c14,malicious,5176343,2024-12-13 15:39:42,LummaStealer,1
+6031d9fd4e9645397fc94140c4b94443fe7edba3db87e5afaa2deccb2ceef447,malicious,18147334,2025-07-11 17:02:36,NodeLoader,67
+61776bed9279cc084b2133bba99a5bd28336c51f61b663884b084c01d7f7c4db,malicious,540341,2025-05-22 16:21:37,LummaStealer,1
+61c2c4a5d7c14f77ee88871ded4cc7f1e49dae3e4ef209504c66fedf4d22de42,malicious,5181765,2025-01-31 06:11:57,unknown,449
+62a43e20874be4cd9aa3dcd7ecacca0163773bb37b9a74a38ff6e477cbcf0657,malicious,855785,2025-04-13 17:41:57,Rhadamanthys,17
+63d71439ce3193d8dc6b3ebaaee3ddd9e2b6c81b033c96c662c0d6aa0e70f67c,malicious,5040350,2025-05-24 14:15:46,NetSupport,64
+66054607f38481ee7e39e002b58fe950966c4c0203df39f46acfe5c0e857c89a,malicious,17056537,2025-04-26 06:54:03,unknown,449
+682b9bd69375030fdceebb158bffbb2fd9eaa9b7980cadb3e3b790615071987e,malicious,17123863,2025-06-16 17:11:18,AsyncRAT,5
+6a64ae64e3061a5b47e565cfffcccc3ce6291df02ca12da669a1358b526ffd24,malicious,16197449,2025-07-18 20:50:50,NodeLoader,67
+6a72a4db5e370636de513b343eb3047a4de245679fc1444401ce42b4374d1cfb,malicious,843369,2025-04-29 02:07:26,LummaStealer,1
+6a8ffc766f3861e5e0ae9f4e6124abf1d13a687a84aa18e178d37ebac5bdde2b,malicious,291639,2025-06-01 16:59:23,LummaStealer,1
+6c5de7a8b8b65867980b89f80dda6133d4b1e042ef6097e53a04f9a2ba674706,malicious,4908056,2025-04-04 05:47:41,LummaStealer,1
+6c804648a637aee4e399eaad2ef1722c4f717b67fc980a24a27aa2a2815fca88,malicious,22101652,2025-08-02 05:37:32,SliverFox,68
+6d337b95ca3361f5fc5733591095765beab6917555777f078eafea3064f735bd,malicious,5830333,2025-03-26 11:21:55,RustyStealer,36
+6f4f89834fdd12b516d42f587a85f9f22ca4388ab52960c08cf9eed71b039d12,malicious,716616,2025-06-08 00:52:44,Gh0stRAT,32
+6fbfff24c8618d27abb477411c20e413bbb4c8b170e7d9d0992dc322fbbc2db8,malicious,12493560,2025-03-27 14:40:36,LummaStealer,1
+6fe680f742d1af22b4eda1a6494f887b7aebd9b0f4cbc17153e2e6cf4c22619a,malicious,5851158,2025-05-31 17:24:17,ACRStealer,33
+70dc1b89b608524c98f02a2bd8a0cf162d662841f30b6e622c8fea77dbaae148,malicious,6541538,2025-07-10 05:28:15,FatalRAT,97
+72024a120e0421ec4d525e36de0944d044094d34aceea07a92f549705582086e,malicious,472247,2025-02-05 01:16:06,unknown,449
+729d52840858698629438c1326b2e4f16a992f5bef3d1f59bd55d0b9dc8a243b,malicious,1574609,2025-01-28 10:15:41,unknown,449
+72b53da3b8596ea64041a541fcb4fca3b5b10b1ff16adb0f2bf115ed796d7549,malicious,37396592,2025-01-27 02:36:50,unknown,449
+755ce4fba8087524e3be40704ee2df747bbe7232c399ef81e3ac8d4e0e2fdd7f,malicious,19882074,2025-05-31 18:15:13,NodeLoader,67
+76d73cb0a56042051a7f891a52ce3e002fb8e823fe1f12ddee35831e34f034a4,malicious,11545232,2025-04-07 09:58:20,unknown,449
+77be5500892fee02b79e58782dbb213e952d2c4badbb2ab862f3f4d304ec9b4e,malicious,3976941,2025-03-08 02:06:57,unknown,449
+79a4605d24d32f992d8e144202e980bb6b52bf8c9925b1498a1da59e50ac51f9,malicious,2955115,2025-06-14 09:31:45,AsyncRAT,5
+79c1989be0f722072b944cd12a158aa3c4cc59e482846bb3fbdbf5b6667840a9,malicious,1678027,2025-03-11 05:30:06,SnakeKeylogger,3
+79f32eeb2b36cc66836e2a4edd0683f7206d7c59aad96f7cfe873af39f5d2bf7,malicious,1763138,2025-05-06 14:05:53,unknown,449
+7a1cb10fa0adc1c84cbb8e06ea267a7cf736a9aa4588c6bbdd0f6272a088e3d8,malicious,635820,2025-02-08 17:07:47,LummaStealer,1
+7adf3e4b31d70f2cd7942749496479ecf8ce48d9eb8b6e28f5819e8a0dbe7453,malicious,29787356,2025-03-15 13:13:26,Amadey,10
+7ae11a8c631e023fe46c55f05556a6dbdcb1aaa0a3139b77ad8db2aa457ec7d7,malicious,372776,2025-02-05 11:52:42,LummaStealer,1
+7b3389233e88e2872591f66038e42cb5a5aac7ef3de7f7649d0ca48660b47547,malicious,9607319,2025-01-27 17:49:13,unknown,449
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+7d50087a834cedaae830ddce07edc0f3ef2c7e3a4e8a6b0c4e4c5d9bfc50cd3d,malicious,8463914,2025-07-29 06:47:51,unknown,449
+7dbc411488e4e653769f98b014f2a24b185b24653cee04fa5ed59b03438da7e7,malicious,27379336,2024-12-28 14:29:09,unknown,449
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+7edfeda811cf50e8f5b22b32be0acccd71f860fb3afe95e20f270942d15aed59,malicious,788668,2024-12-02 15:47:07,unknown,449
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+7f11bdff982c352d63e22c8216484b75645b176d685901e0a7c5dd72fd41bbe7,malicious,5671462,2025-03-05 06:31:47,unknown,449
+7f2c0b4c3460c604ef68d70a807bcb6ddeb4b0388d0f40d644c74050fadc487d,malicious,3171895,2025-03-19 21:46:43,unknown,449
+7f401672fde74e85aa1f32b9dd6a523144363250483ab02859f2fe3946c15663,malicious,9537652,2025-04-29 13:02:40,unknown,449
+80bd4b9a29abcddab1446544af56cbcfa21739de5abad95f9d33215a263a8a76,malicious,1379366,2025-04-07 15:49:58,unknown,449
+81c78a6171f3973ff9115bfbcf44d17592ae9d863cbcab1be6dd0d01286351d8,malicious,5274033,2025-07-30 17:46:05,ValleyRAT,12
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+87ad7cd797833e0b0aa83148d00e6b729a954ecdfc6e85d1c8e7b81c1c691218,malicious,2782013,2025-03-03 10:22:27,unknown,449
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+89507bcd18f128b825bae46a4cc0444253544d095f1a7ea2964fe670b16c13bd,malicious,1330203,2025-04-16 11:40:06,unknown,449
+89ab041562579c3b3e78aa7d7050304b3466cc9fa8c1599dbf2a69fefaccebef,malicious,16240377,2025-07-15 14:50:18,NodeLoader,67
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+8b2599d11e8650621a1bafc7bd7149c3be269ad6d6bff61f321808a8a860b2a3,malicious,13959242,2025-05-28 13:54:39,LummaStealer,1
+8be12573dae84fd6cd7a341d2680ae32b7ad3ba18b0881620a9537ed1340e40e,malicious,8045740,2024-11-22 16:36:12,unknown,449
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+8cd3956020a9b41d3939e8eff8e1f4503403ed023ea8870f422b2a35336ff73c,malicious,4437271,2025-04-20 13:33:58,unknown,449
+8e1e65a9a3e84a969d348a35c9a570ff937020d1a1131a3852cc236727ba341d,malicious,79347580,2025-08-01 21:29:36,unknown,449
+8e21cfdcc0236c6815e373b9fe94b0c4e261c06a4189562898f27900573fa831,malicious,16498829,2025-07-29 06:47:36,unknown,449
+8f063d8d2b4ed872473a6e686ad1d6dafc23bf7e31604f69be0f9f750fa7004b,malicious,8157064,2025-06-07 12:49:51,unknown,449
+8f92307e30976e68bd4ab9e197719846cfaac84774ed74bc88b94ddeb100d1b3,malicious,10512946,2025-04-29 12:47:29,Spambot.Kelihos,171
+8fb46565117ec93b42524f106d9433e9e059278cf3cab3c41a98a1976d7ef7e8,malicious,10175697,2025-06-01 15:43:37,unknown,449
+902c9f27a9aaa02fde8cd10c02a198932e09a939a5edbdc0b30de537990b9982,malicious,2074918,2025-04-23 02:35:54,unknown,449
+903cc555d464c08d90172904e36a93d05628b9561f50679d3d8610f0b3e36ba4,malicious,466431,2025-03-07 19:30:55,unknown,449
+904ec57fc2ab399d5ffc693c2d1a3bad65cb87e81f1bcb932493d1a5edcd005d,malicious,2759866,2025-07-07 14:23:45,Formbook,2
+904fe061d2190f4ca251bb38af9c20959e665bc4b77863093929c390af496617,malicious,316702,2025-01-31 08:47:00,LummaStealer,1
+906210f988324bbea7518dbd056718c3a654ee8c0d19027424a0db1fcea33872,malicious,410947,2025-05-16 13:51:39,unknown,449
+91828f95f206765bc7f3851efc8f9f4bbe56acafaf575b9a73d22295256646d1,malicious,4306405,2025-05-27 05:48:41,NetSupport,64
+91cd27932b95043c4ff50e67e986295823ce996537b16098dc7596072968b7e8,malicious,398911,2025-02-05 11:52:39,Rhadamanthys,17
+9299586c832b89ad64689f3e2510232df45f32d9a868d0df5c89c28be3bfc75f,malicious,3195958,2025-05-27 15:39:48,AgentTesla,4
+93b2ab75bffa046790b3ce3e99f2cee10f0eea7b2028f6bac41799b1f07249c1,malicious,18331017,2025-04-16 19:46:31,unknown,449
+94579c6d83877d6deccea5dc8a1861dbf5e1206a51fbe19aeb5db63130004e21,malicious,3071812,2025-01-16 09:36:59,LummaStealer,1
+95b586a973d1b82e0ab59cd1127466d11fdf7fd352e10b52daa3e9a43d02d1f0,malicious,10511176,2024-11-28 15:07:14,unknown,449
+95d144b39cf11b137229b5ddeb52187176f956293bd21ae4ad9bc9e704cce637,malicious,20583280,2025-06-29 15:34:49,Plugx,132
+95f875c01b889f9ba811dae11822c6c83eb28d8260f16ca070c76e83f6f7e7cb,malicious,22093748,2025-06-19 18:37:19,NodeLoader,67
+9674ffe632b10ad10eb1f15f2fd1ef3851ac3d387d88196f8738a20899b04465,malicious,64236806,2025-06-02 18:16:25,Rhadamanthys,17
+969c0c01984d7cd57aa57f30b9faf8d193df3decd493f31599d00e0932dabdd6,malicious,15749621,2025-06-29 15:36:00,NodeLoader,67
+980a90b7a738a090f4775800a3de183f2e9d94ce54f882e443c2d01105badb4d,malicious,1069727,2024-11-23 02:09:17,LummaStealer,1
+99b3e6c422b79b6380e218c32b400485c202c2fb89444a1c047a92e17049fce1,malicious,319999,2025-06-22 14:18:40,unknown,449
+99f8df92ff734f6baf04f47d572219f4264b9f32f3f694a024de2c03efc218d0,malicious,18412642,2025-06-27 20:13:44,NodeLoader,67
+9a262176d3650e142f51d7c685a9e2cbbfcdbb26e1f53bac9327daefa6fffddb,malicious,6687284,2025-06-07 12:42:23,CoinMiner,24
+9ad4840925f3ede100b95e05543747704bcbcadef46f5abcd8eb5450ba1d2ca6,malicious,45884030,2025-03-11 16:07:57,Amadey,10
+9b282e72835c39f458f208a4ad3d8304d2c44f559a9f3e3ee261498141a3b180,malicious,7626820,2025-03-11 05:45:11,RemcosRAT,7
+9d0f2146873cb0954600da7a8f2d460747cdad9a610a0ba51ce5709ac1f5920d,malicious,2215935,2025-03-03 20:12:30,unknown,449
+9e75c195fd5d46002021ff42cd60bd0d663b564b57930016019dc78129a9432f,malicious,1763827,2025-04-05 16:21:14,unknown,449
+9e80948beacf9b02f8349eb6aa4cd68ed213e98b858cd0daf1a01bcf0771f8a0,malicious,21667627,2025-07-22 05:19:59,unknown,449
+9f0a903ed723fe64628f000c2d4d53fbbaa9313e596667341d7e367305e11133,malicious,1293898,2025-05-02 12:46:16,MassLogger,6
+9f31ae0d713c605e3eeea961d963f3d8d84ab39e29414d09058f74adc84342b3,malicious,320835,2025-05-10 18:55:29,unknown,449
+9f59d53dd07fbac28d95ebf1b8165d8f541ae30658fa095c70b500c829f043db,malicious,1050142,2025-05-09 14:06:59,Formbook,2
+a03cee4520d0983d7bcc4717dc6143384c2d7d2ca3ef1a587f11fbb0fe90792b,malicious,51618540,2025-02-13 10:03:18,XWorm,14
+a0ad4cc0041d5d8de8584b495d98ce46987ed8834d027c01d048da3aa7fb67fe,malicious,27615415,2021-05-23 07:58:44,LockBit,30
+a0cebcc9f5893b2fde2806794c27b8a304a0eb863e128ad779ed5dd806ad9239,malicious,5378991,2025-04-29 15:43:39,Medusa,101
+a1190024eb4c103dc8a6550945d4d708956fe2864b1d5869f7dc783ff2ac6a53,malicious,16838149,2025-07-21 18:58:35,unknown,449
+a1275d4efd808d0e215e0aa361ab3fba695ee7fce4a1702b6e14a871d1f69177,malicious,1417128,2025-04-20 16:10:30,unknown,449
+a16fd6417221b9f760ee7417a78751d6621726e8d76ab8e82954596c8e99d79c,malicious,3954470,2024-12-02 09:50:07,RedLineStealer,15
+a184efddc60f12f159131c1a49662460ea766b1d0960423df723ad984d966d6b,malicious,710371,2025-05-31 00:49:08,unknown,449
+a2c02f5ec4312c73bf604d6bee7fadb6c8a5a41ca4cf3f8b582c7e7a3a71112c,malicious,17009653,2025-07-29 06:47:14,unknown,449
+a2efdccabb0323544946f18735502d4f0c2fd7dd7e8c856b6a8482961942c2a3,malicious,869196,2024-12-06 14:22:53,unknown,449
+a30505840d08620c072199f4faf5f4178f374a5de2ffd6f0c51b60721381c940,malicious,831945,2025-03-25 07:53:05,RemcosRAT,7
+a3229a8a550cd643fd7b33c1265ca01b22370129d7374a099a3ac343c0e5bf3a,malicious,14762953,2024-12-17 11:01:45,unknown,449
+a4653feb7d69867b2ade3ea80ab37386591b875742d054675a54ea9e622cdd46,malicious,20267080,2025-04-06 11:30:55,CredentialFlusher,18
+a474d60e9524f7328f70b1b8fd36ebb8587f645ef39d070e8e46c513e25461f1,malicious,8513320,2025-02-07 14:27:00,GuLoader,9
+a71017e196bc57ad0ecd7a08e5f9be4640a369c1c7977b5b4990a91da08cb317,malicious,2545791,2025-05-08 04:09:40,ACRStealer,33
+a72baac4db30f6e6e0764ebdb96ced7c52bf2072593061613e6653ffa0a17f22,malicious,256705,2025-01-24 14:50:02,CobaltStrike,31
+a74eaee6570594b5ca4f47d5ccdde536f98222428098c8de88e2372673481cc9,malicious,7763871,2025-01-14 18:49:23,unknown,449
+a7ae95af3a74e706c7a3370b351ba6070b7470e5b6fae98b59fc2612d1e4376e,malicious,4985437,2025-05-09 12:53:47,MassLogger,6
+a868e853a09d7b4f5bce2a2066d2eb829038f1710dd98842a460f715023c645f,malicious,23111482,2025-07-04 07:24:12,ValleyRAT,12
+a9498cf310aab30d15d6386f963bc22ee56e8f616c3fd9adf1e3b8b87bf02486,malicious,1404681,2025-04-29 05:56:24,GOBackdoor,92
+a9833abdcb476a75c06d2cdcd8073d8b418cab9b54835bc70cf6879d7e897296,malicious,12467971,2025-01-27 07:55:20,unknown,449
+aa50da2a49089316258540ca5606b7daa77cc9b93a406bff136166882261182e,malicious,6972020,2025-06-25 02:15:20,FatalRAT,97
+ab645160ed2197d45b19472f2e6fcb6478635596433295b632b66ff3f0fa38b3,malicious,1100081,2025-04-10 09:36:10,unknown,449
+aca7e809786e068bf306abb8dd0dd4d3325d8f9ffaca42bc6b5e506f681a0522,malicious,29328973,2025-07-14 18:28:17,Plugx,132
+ad303a9ce2afa8893c3a7b3de0f3d28048ed889d37c9292fb591794be91189bb,malicious,884915,2025-06-12 08:27:17,unknown,449
+adaa90d1208770f699d17b852e0afb5f98b57dcf50959110fd77a008c02d3e59,malicious,17346705,2025-07-15 06:21:49,unknown,449
+adec395e2a3b5764fe23545372a4e69f26ddeb984d9141a6312c931f49658d55,malicious,3035805,2025-01-23 06:08:48,ValleyRAT,12
+aded9653a189b78edb5919c59484b6b200582d4820dc2aed09c6397f5c984042,malicious,27671564,2025-07-30 18:30:08,Plugx,132
+ae729256a89999262e56c6192422dfe736f23f94136a1803b9a5a7778bed51c9,malicious,6727313,2024-12-05 15:51:29,AgentTesla,4
+af12a0fe7ac38dc5fe35e9bc07e2c4e94b52fb895fde35991f77477519991562,malicious,42374914,2024-12-19 11:14:07,QuasarRAT,16
+b12ea10f02a9519881881497d6c1ae1eca11981f2bd7947be9274f1072c4a414,malicious,1130999,2025-01-20 14:58:51,unknown,449
+b13e900d876cc76cd8cb649f56ae984ddb488c97e5b383bc34524e3fec0b7daf,malicious,4822842,2024-12-29 00:58:20,ValleyRAT,12
+b18d7d3209638e028b0c9cbf70c22572114af54d0735337303493974a6eceded,malicious,892527,2025-04-04 08:41:29,unknown,449
+b1bd88bec73a26d13d99a4b20d2dd98b394b53421acb9af800608ffad719f99c,malicious,3265779,2025-06-24 00:30:50,unknown,449
+b1fa0c62e07f9ad0a625fd1474a197c1d687b985714c3d697981f5fbe4993266,malicious,1711215,2025-02-22 13:13:53,Rhadamanthys,17
+b2db1f053227f285971ecaf1875aae761a14454f5608c00545dada3eee0e9eb8,malicious,1689164,2025-05-08 06:52:09,ValleyRAT,12
+b34edf272b1912e7903c3154d3c79424e28af4414947a0c035dc1e0f58156303,malicious,16555510,2025-04-13 16:35:06,unknown,449
+b3606dfe650f49c4c3f7a344581c3120daec1b87bce9cda3c030da3b37b95eb8,malicious,913576,2025-05-07 17:56:45,unknown,449
+b524ca67c5743cd8ade55ac049959e059ca981c13488c0ea732ad2877e67cb49,malicious,2507993,2025-05-30 08:06:23,Vidar,27
+b57eabc9a653f78c74b5c022a53e4bb9020b19c34879b7592940a50cdcd7c6b3,malicious,30328310,2025-04-07 08:41:36,DarkCloud,26
+b6a3ad06c57b45142dd7ac2c77ea70980296b5d168517f5d7ec4100ec10d305a,malicious,28500604,2025-06-19 18:34:46,NodeLoader,67
+b7537b8fa4fd65cdf8de96a0017fb68a2a26eed70f7bbfdb0ccfab9d73b14a5a,malicious,9409333,2025-07-23 16:59:57,ValleyRAT,12
+b769fa0424c26140c6cda0c8e2d55059b6b0242119f43c38b312825c089bebe2,malicious,16816713,2025-07-21 07:27:11,unknown,449
+b76fddc1b37846725baa9f9b15286c46a7b364e4b94738a578a8b32a4dd5fa67,malicious,1826756,2025-02-05 13:26:41,Mydoom,191
+b7dcf9f42b2220e1cf0705813c6aaa4d3acd222d4936a93cc31021b89fae89da,malicious,863948,2024-12-19 07:41:36,unknown,449
+b7df1e956eb9c7f7f7f3db05717b276caba722a158ea01fbaeafac69b078bb0a,malicious,5723267,2025-03-24 12:01:45,Grandoreiro,127
+b7f61ae1d6846878fb1478fb5dd9472f6edb1cb54637ea1d4a4b60d81829a343,malicious,33611314,2024-12-06 18:59:11,CredentialFlusher,18
+b82ac8dcf2598c05a72710c3e22809bac0354f6570a4eda3b03cd6ec0058ea57,malicious,1000160,2025-07-17 15:05:27,LummaStealer,1
+b88310171c8c3a967486e8125360164b8a5ffd334af2df291049e57c94f05ee2,malicious,6745986,2025-02-16 11:43:13,LummaStealer,1
+b8f8578169a6ccbf059bc1e7cf6edeb1e5fbcd3ee0a53de617853c8f29cc351d,malicious,19690967,2025-05-06 12:37:17,unknown,449
+b984c6b7972119f69fc5b37991477ddd9c4f46e2bb3d85bb3781c1ec1a280984,malicious,332284,2024-12-19 22:25:10,AsyncRAT,5
+b9bd7fe1c4cde41c473efcdb001275cfc000de3db496a0f23d3cb6788963470c,malicious,16336225,2025-07-20 19:28:31,unknown,449
+ba4791282afac0d30759490693ac7ee8c5934c98262ffbb8d7b993d095e34bf8,malicious,238968,2025-01-01 15:50:04,LummaStealer,1
+ba8ac250bdc6e0bd364bd98fd4404bdc32517eacdad84977133e87aac46af90e,malicious,20428221,2024-12-23 13:00:17,AsyncRAT,5
+bc5053925ef7f902d2c64857597f09a299463da7f4880c10d18280d23609eda1,malicious,4449435,2025-05-07 13:47:05,LummaStealer,1
+bc6ca857f1bd27e5c4f5083e37a79ce5f91bd16a3320955f0c559c792676cb6f,malicious,1158308,2025-02-18 06:54:22,LummaStealer,1
+bd3ea580c0347d0ef1bdb3bfb0750157bc211510021132059b0daaeb958a2e4e,malicious,9463493,2025-01-05 19:16:47,MeduzaStealer,81
+bd9ce6945bbb50d2ce873f63e335cc8f9477369836c4d818f3857444514f6bf9,malicious,641092,2025-06-04 12:46:11,unknown,449
+be495eb9b06a89bdbe0bb2c9d211eec097cc2db5c8d139d969182bbd73cb0c07,malicious,2618857,2025-05-21 23:45:25,unknown,449
+c0de691d8f9d5c338beb92ef62013c7b714f292040f69f50410b3ff32d2a4ca8,malicious,20062217,2025-03-19 20:14:56,Rhadamanthys,17
+c21aa7be1ee9b32dd1d19f84b901f7bcd410584e89b570051a9603e547158d42,malicious,1863772,2025-03-13 23:41:37,RedLineStealer,15
+c369ab1e4d63550f5e9ff7944e2f5c3abe95e7a4918c5e6432f404df5ebf0db7,malicious,483072,2025-06-01 15:56:45,Gh0stRAT,32
+c43d526623bb3273d54ab4951ab56502cff842e566e2fd3140d1d8cbffa4f931,malicious,581275,2025-03-21 13:48:54,LummaStealer,1
+c53ed074235db4c2ca54fa9337044abfea1b14a1c337d9e561e48f6a1c145f13,malicious,6540102,2025-05-15 19:22:10,unknown,449
+c566830d8109bcdbbdb7e965a3bf1e0ee8a27d036b459c0b9fe6d442bda70632,malicious,898754,2025-07-30 12:34:29,SnakeKeylogger,3
+c5f40a454d2b04b265728027fbd2d401dcfe16ca96cd5536bf101e5b33f4e3c3,malicious,6598826,2025-04-20 13:30:57,ArkeiStealer,147
+c615a9c381de5824a8f94f74f71ce9f7c74c70a4fbcaf87fde4aa2c9268be793,malicious,976095,2025-05-19 22:59:35,LummaStealer,1
+c6c3d02128ec1074fa490b8d0bea07bc1cfc68382ce73894dd2203106d85ead3,malicious,1408072,2025-02-04 05:23:36,unknown,449
+c7e741dba8e474d826781462c684f58c55d22bdab512377a37cef17694a88285,malicious,6305213,2024-12-12 06:53:14,SnakeKeylogger,3
+c838d66b17a37c4478392963502e86768b8bea2d579341dc4fcefd26c1d87af0,malicious,21598516,2025-07-21 17:55:36,RedTigerStealer,193
+c865f24e4b9b0855b8b559fc3769239b0aa6e8d680406616a13d9a36fbbc2d30,malicious,1693553,2025-05-31 18:42:21,Rhadamanthys,17
+c9c02ecd68c213b37cda55c8506f71f4be4eea441a639f925634a76202f00467,malicious,3617312,2025-04-12 00:03:30,LummaStealer,1
+c9d729c219c8909ffd7b6cb9de88e649c9e1df24e488d13752fe93bca352785f,malicious,5373042,2025-05-09 14:08:17,MassLogger,6
+c9e43dde407d02ffa2b03866844ee9864162d3e10ea50ccf58b756a9a10f5784,malicious,3713652,2025-06-04 17:57:20,AsyncRAT,5
+cab894aaed4cbd0038876b91c471148a7eef2dea261eae4824fb9899338c766a,malicious,29167866,2025-03-28 14:35:36,Vidar,27
+cb321c5303e24fc22fe0b2f4f791dc4b60ce6e2110e798ca44908e308034eb6c,malicious,124464765,2025-07-21 17:42:03,LummaStealer,1
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+cbd6ff8f7b5c3ac598eb73d457320ddda121afd84cf90134d47e5a8307e7882b,malicious,13372661,2025-05-13 09:28:31,unknown,449
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+cca815d086ab89c36262865aaa9e0dd7dc02830aec4e6a3fa8b662b65adf7ce0,malicious,454094,2024-12-20 16:03:03,LummaStealer,1
+cdf2a5bc21673f1d1845b7ffb232796290b7d388fd30ce2bc48276dadf173158,malicious,17860553,2025-07-27 20:20:01,NodeLoader,67
+ced291e5e1eb9215a8025fded36e2a8382f70b271719f93bf082c9a69eda2135,malicious,174349,2025-03-15 21:49:13,unknown,449
+cfb06dd65b04dccc3dc34db16111e22a115d5e86494ab671c14a3c76d0f8e159,malicious,5838230,2025-06-05 21:14:52,ACRStealer,33
+d01a1b39c935e182b6e4d6c2c15dfe35a59b086fe55bbea0338bc35626a1d3df,malicious,641942,2024-12-20 15:08:17,CryptBot,19
+d1b57210a8e528fd523fdf6e91d09fd0a3fa7b31702c312065ac98839a1dca17,malicious,428614,2025-06-19 18:40:04,LummaStealer,1
+d2e91a99fea96d917dc36191c2eddad10ac0428a3a0d35106327cf986f5025e6,malicious,385408,2024-12-05 17:02:09,AsyncRAT,5
+d34e7af4d266688eb65118de606ffbeb36d46d488c3be604a5cb240778550cea,malicious,13218365,2025-01-13 07:32:12,LummaStealer,1
+d46c3a4cd4c7a531e6ff858d26a1841ecb5decb84ca532d8af41009cf61676a5,malicious,16219729,2025-07-14 18:27:49,NodeLoader,67
+d496059f895bbd1ec2bb25f7f4c0395210d085bc525b013c2fe3d962d5e76a48,malicious,4287576,2025-07-07 14:27:26,a310Logger,40
+d5bff4b9752dbb3b7ca73957fcbad9ecc988da0bcc5a0f2e0d7276fcf6e1d86d,malicious,16220577,2025-07-27 22:42:32,NodeLoader,67
+d5e1c2361cf30315a2e78f0a585dac2e5673d05a6de6d440cd8a6832501c2c70,malicious,8118331,2025-06-19 06:00:30,Gh0stRAT,32
+d60060f84eb3b528b01c734d557ac923a76f053946ba37556f73f72d2da23bac,malicious,10066796,2025-05-27 07:47:42,unknown,449
+d63f0036488b39850888288e2c491ef538053843e35c552e97575b717b2e7539,malicious,267834,2025-06-06 06:16:51,unknown,449
+d7022d89323597d96a54b2281303f444ba8911808a3655f5f03e362a59f7df65,malicious,9911572,2025-05-16 12:04:50,unknown,449
+d708e99bccbb00b5213839cec10c614b84713c651328825389c88f28845bd640,malicious,3132390,2025-08-04 08:24:30,SnakeKeylogger,3
+d82a8a8e579b38d6936f84552aca2489a5bf2bf424e94744e2e709d931c6c9a9,malicious,6866196,2025-03-10 11:41:33,AgentTesla,4
+d8655cb920dff79d3fc2006247925cf66c198595ed3e496218a5b24c2bb1080f,malicious,80452514,2025-05-12 12:13:41,Gh0stRAT,32
+d8c20f1f5825ec1645d5300c73bf6031539d5828494351b8a76eb54fa9e05711,malicious,5803899,2024-12-18 12:54:59,Rhadamanthys,17
+d9a3f4e994824522d598acf36d3d28dc3abc5387f00689d5173f5a98859cb7d5,malicious,11083244,2025-07-14 05:05:18,ValleyRAT,12
+dac0e42cfa82a24f701aaf85aaf09fe6c429d7820b90a9050a381e5c540cb949,malicious,40887471,2024-12-19 11:42:35,QuasarRAT,16
+db2134af7ac70975f834a3d89319347a094c00b8768793b8d95ccc7ac7dde750,malicious,24057416,2025-06-03 18:37:56,NodeLoader,67
+dbecad520b014caae6ffc29e5c6235051d0c00147407afb5427fd4731faf9389,malicious,292680,2025-06-24 05:34:49,unknown,449
+dc81bab0c1cd5d0748524e2834bfb1c4a83fd944ae2aef84805cda2dc0deffa5,malicious,16349298,2025-07-16 17:36:18,unknown,449
+dd2501e8ed6e847ef3d480315176cb5a385e621d3526b104f8ba02bdf76bc3d1,malicious,1427145,2025-05-07 11:22:38,XRed,56
+de027cb9277735fb1ebeda3beef8c5eb209eae1f89a02915c373406bedccebc8,malicious,80123430,2025-01-28 15:15:38,DCRat,8
+def5dfdb996fa6520efe62a3f9c0b502bddf65eb9fbd13c99a2a7e77ee987212,malicious,5272956,2025-04-01 00:32:34,unknown,449
+df2f3e0b7df606b3f7d7bcfc397cb7be5865d6514fd49db3a444a6c0b6b2aefd,malicious,2155743,2025-06-17 15:33:56,PhemedroneStealer,111
+df4714b7e1ec69ca5dcedc424709ebdc7dca515ccd3d6c24faf02942c80f13d8,malicious,24854451,2025-03-21 21:21:58,Rhadamanthys,17
+dfcf1470307ddc76e6e43de3f49a86c8065f3cd1c3e1613cf92ab15858bb0b74,malicious,269992,2025-06-25 07:16:39,unknown,449
+dfe8f750ac5303773029ba8afa7f4b73dd07940518d76b73c4eb9e18f8b7b7ff,malicious,394509,2025-06-14 14:03:57,QuasarRAT,16
+e04cdba2c9443b7a859fb328cf19fecd73b6a91d0964b405d56a42ee0721c671,malicious,15722765,2020-03-31 11:57:44,LockBit,30
+e1b21eed7ba82e103f9d52e3be9d5723f43ebc87ec7ab526aec599f0ff78df01,malicious,5139004,2025-05-17 20:02:59,unknown,449
+e1cab0ccf5a1d00d7b6ea9ae332713ca4074be06afbdeccd4662ea0d82c43eb4,malicious,5089500,2025-05-09 12:43:24,LummaStealer,1
+e2a9b975d2fb8c79886cf00b603040b7fd335a6a985a5d582b840129a36bc61a,malicious,24500853,2025-03-15 13:24:03,Amadey,10
+e309083b8f78a93ed607c3358028af34531d63649375d4c7165893e123b46e83,malicious,3617405,2024-12-17 19:17:46,Rhadamanthys,17
+e40125fd87a5c8d5d6154e16cb5d380f9ede792ad0527bd145e545a86941eb16,malicious,15836551,2025-07-27 22:59:10,NodeLoader,67
+e45a7635a0f03c8c3d9b47f8215c0523353e4265badd73810890b3eae1da891f,malicious,2923692,2025-07-06 17:30:40,ValleyRAT,12
+e46cd48eecbb40507489635dd6323a2d2e1da717985f8894919860353f45f02b,malicious,39395739,2024-12-01 09:37:30,unknown,449
+e52536e1395dfc331ed32cca7ae98545fed6d83a7ecfc8793bd05bfaa38f7694,malicious,347788,2025-01-20 16:26:20,LummaStealer,1
+e5305c4e6ece6a1242df7714696916a658c0ee5f083c799f5bb6df9d2721c55f,malicious,21277457,2025-02-28 23:34:02,unknown,449
+e5f78e89e350c850761fc81a24394581b3d91f758b20dced0a07ba9a589b8138,malicious,2957152,2025-03-25 15:13:24,Hancitor,348
+e6cf1ddc88cf5b00cc2104cd0d9b87bc9f69674594d256dcc3da9ecc95da16fc,malicious,1448578,2025-01-08 10:04:16,CobaltStrike,31
+e6e1580b54e8adbc2f8c864c0f67d9ac5eb066653ecddb3f7959ac233e874169,malicious,478173,2025-07-08 07:12:28,LummaStealer,1
+e7653831ba1f515f04f25ce764f23fd2140bd8fdd1d6d203dd532913a238b5d5,malicious,16155868,2025-08-03 06:55:35,Plugx,132
+e94d96e842ce8fd263afb9ca9f864eb2fe98893d2847147a870a48cd11669a30,malicious,14276525,2024-11-27 11:35:30,unknown,449
+e9e88d42965d5c72e1837412a1fc9d406242fb636b1a2106e76f7be31af020e2,malicious,7555154,2025-05-21 12:57:26,ACRStealer,33
+ea8f20ee3f022b85fab2ce855e768ee835ed23b3b6647e394b40af848b230c74,malicious,1851838,2025-07-08 00:38:23,NetSupport,64
+ec2effc4937b27ce986a7a2f65a816c259e64e0674f6f99f68ef15dbc329357a,malicious,5194904,2025-05-09 11:08:47,LummaStealer,1
+ecaf1d8c8ee27ca922ee279f0972198dc7aa0cff950ce88def1a78e93a6a7f15,malicious,479411,2025-04-02 07:16:10,QuasarRAT,16
+ecff1d35c07e7ccfe9edd2d5417f6d7766348ad20138fd967d9383a2eb1f383f,malicious,7716374,2025-02-10 05:59:56,LummaStealer,1
+eed296794a029813e8437e1c0ae840b99d9a0a54f080fa516f27d5fc2203240e,malicious,435321,2024-12-20 15:06:34,LummaStealer,1
+eed5f9d02a1ac26d2b52bc1e4bafa73073faed0bb665687ddcf90dcecb41b878,malicious,8858277,2025-07-16 07:16:21,unknown,449
+f05b428de5693cf8bf348a8d1ee870a322d1c6900609b63ca22c49143e8e4124,malicious,24919098,2025-07-27 18:28:51,Amadey,10
+f06d703e9fef41979a899049dc50232b950543e6a9c0adee9b652277e9be64ce,malicious,13878279,2025-01-27 07:55:09,unknown,449
+f0c047418f5e3f31da3d46d53c83e4e4cf9e2197eaa538d6130dad5caa0f86e7,malicious,2029011,2025-05-31 19:53:35,unknown,449
+f1cc0d36b4378d88b424bf6187c305530ceb3465b860fa3ca096cffa76026572,malicious,613885,2025-05-27 16:46:35,unknown,449
+f3ed5604ddecc21e574efcb1801ee0d8e95f0abf620426a383320f3cd199bd15,malicious,27482853,2025-07-13 19:42:24,Plugx,132
+f4617339aa8c63dea3bcf26818ea85d28074d8100882ddd3bdaf3c5870727502,malicious,19858388,2025-05-19 16:21:13,Amadey,10
+f47f480d6949010a72601bb8f64825da23927b3b45f6468f8e00037742f1c2f8,malicious,1387259,2025-03-27 19:25:02,unknown,449
+f49fd3487eef8fe98856e25933fd77bf6d7e7bdfea3b126e4edc08526d90f7c2,malicious,4227349,2025-02-06 15:58:19,AgentTesla,4
+f53311af739ec974405d290baaf24e14f06f6ebd9176bc716fee384777907b34,malicious,5347361,2025-03-06 14:12:23,Formbook,2
+f59c66ec4041bae42c106b2ccacc0994774bdb04d320e1e23cd73d0d927a89c9,malicious,23861820,2025-07-07 14:41:06,Formbook,2
+f61100069acf7668dff507ee55802784020e7ca5cf453c126fa0b71e1bf80201,malicious,288864,2025-06-23 01:32:01,unknown,449
+f6f3bf94031a0ca4c60df73edfad8aaecafb44720713c14d883353b04d846972,malicious,323278,2025-06-14 14:05:26,unknown,449
+f960144126748b971386731d35e41288336ad72a9da0c6b942287f397d57c600,malicious,2410790,2025-03-06 12:54:50,unknown,449
+f9ad7ff02487d77684d5613c8d51fe5f3c99a661088438a8fc4d609c486e6f6e,malicious,5160631,2025-05-09 14:08:38,MassLogger,6
+f9af65ed05caa99519eb5083daf6a39c1a467576a1465a4fa44759f861bce244,malicious,5465389,2024-12-31 16:10:04,LummaStealer,1
+fa03e0cc4ce12a16be88b229d9dda6bef390697137318456206c4406a90a4eca,malicious,155801,2025-03-10 01:06:03,LockBit,30
+fa3b3ca8e2dc405238d1013af743b74323903acf675fb9b1a34e5278d5670bdb,malicious,577178,2025-02-01 15:35:17,LummaStealer,1
+fae34388441fe74d124b46333a4b36ba3c3034c6b0a53fccf57255628a1624e7,malicious,3214272,2025-08-04 20:19:11,AsyncRAT,5
+fb32922b1919f9c46df14d6635032cd3003a90f525a522b1dd9e44b4fcf9ece0,malicious,17109883,2025-03-04 21:50:38,unknown,449
+fb4563df189c1a024633917a3ddb4ba58495fe4929cd1a71a955abfdadc5ce3c,malicious,4432211,2024-12-10 03:30:20,Healer,22
+fbe8b5b1bb9bee5ea070457aac79101010a733c826ea123a1764d758558bfd7b,malicious,1120625,2025-06-05 13:07:57,Cobalt Strike,70
+fc07dfae95323c988627ac7e858d37dd165e34b25d5c2a00705caf8fea594e01,malicious,389713,2024-12-27 01:59:15,LummaStealer,1
+fc9649b45b363c12443f6a24908c6b7d9f191d4312700b729c87122a867c783a,malicious,1297413,2025-02-13 23:36:40,AgentTesla,4
+fdb0763e00c9107d88a39eed0f37c2f2082dce8e2594c0466e0e7f63a35be1a5,malicious,1033002,2025-07-21 16:03:04,unknown,449
+fde9c39712284a016a2440cba122aae2ab70659bc7d10f8bcc3e43b4fd299da9,malicious,3217907,2025-08-04 19:45:36,Formbook,2
+fe279da9602e93be71218b082eec7e04650ef6e091dd51948ed6e2818a8e78c3,malicious,6792927,2025-02-09 16:58:21,LummaStealer,1
+fe7e66e8973a0886b54bad8cd02a72b2fc81312db742ab3e5c56919226d96a69,malicious,6343825,2025-01-03 07:30:21,DCRat,8
+feb26e2a9cfaf305b9d840bf37983abeb62150114d9f60a7ca18e94478391c3f,malicious,5749764,2025-03-13 01:26:22,unknown,449
+ffd8828a499a834c1b2a6749b1ceba11d9d0839eeaa15549f153bba3ab16f94b,malicious,2459604,2025-07-07 14:14:28,DarkTortilla,48