Datasets:

Vedaang
/

malware_analysis

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100M - 1B

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train · ~192M rows (showing the first 63.3M)

text stringlengths 0 145
Process: taskhostw.exe Pid: 3372 Address: 0x23a11550000
Vad Tag: VadS Protection: PAGE_EXECUTE_READWRITE
Flags: PrivateMemory: 1, Protection: 6

0x23a11550000 00 00 00 00 00 00 00 00 48 7f b0 fc 04 a6 00 01 ........H.......
0x23a11550010 ee ff ee ff 02 00 00 00 20 01 55 11 3a 02 00 00 ..........U.:...
0x23a11550020 20 01 55 11 3a 02 00 00 00 00 55 11 3a 02 00 00 ..U.:.....U.:...
0x23a11550030 00 00 55 11 3a 02 00 00 0f 00 00 00 00 00 00 00 ..U.:...........

0x11550000 0000 ADD [EAX], AL
0x11550002 0000 ADD [EAX], AL
0x11550004 0000 ADD [EAX], AL
0x11550006 0000 ADD [EAX], AL
0x11550008 48 DEC EAX
0x11550009 7fb0 JG 0x1154ffbb
0x1155000b fc CLD
0x1155000c 04a6 ADD AL, 0xa6
0x1155000e 0001 ADD [ECX], AL
0x11550010 ee OUT DX, AL
0x11550011 ff DB 0xff
0x11550012 ee OUT DX, AL
0x11550013 ff02 INC DWORD [EDX]
0x11550015 0000 ADD [EAX], AL
0x11550017 0020 ADD [EAX], AH
0x11550019 015511 ADD [EBP+0x11], EDX
0x1155001c 3a02 CMP AL, [EDX]
0x1155001e 0000 ADD [EAX], AL
0x11550020 2001 AND [ECX], AL
0x11550022 55 PUSH EBP
0x11550023 113a ADC [EDX], EDI
0x11550025 0200 ADD AL, [EAX]
0x11550027 0000 ADD [EAX], AL
0x11550029 005511 ADD [EBP+0x11], DL
0x1155002c 3a02 CMP AL, [EDX]
0x1155002e 0000 ADD [EAX], AL
0x11550030 0000 ADD [EAX], AL
0x11550032 55 PUSH EBP
0x11550033 113a ADC [EDX], EDI
0x11550035 0200 ADD AL, [EAX]
0x11550037 000f ADD [EDI], CL
0x11550039 0000 ADD [EAX], AL
0x1155003b 0000 ADD [EAX], AL
0x1155003d 0000 ADD [EAX], AL
0x1155003f 00 DB 0x0

Process: taskhostw.exe Pid: 3372 Address: 0x23a29e00000
Vad Tag: VadS Protection: PAGE_EXECUTE_READWRITE
Flags: PrivateMemory: 1, Protection: 6

0x23a29e00000 00 00 00 00 00 00 00 00 a0 15 f1 dc a5 71 00 01 .............q..
0x23a29e00010 ee ff ee ff 02 00 00 00 20 01 e0 29 3a 02 00 00 ...........):...
0x23a29e00020 20 01 e0 29 3a 02 00 00 00 00 e0 29 3a 02 00 00 ...):......):...
0x23a29e00030 00 00 e0 29 3a 02 00 00 0f 00 00 00 00 00 00 00 ...):...........

0x29e00000 0000 ADD [EAX], AL
0x29e00002 0000 ADD [EAX], AL
0x29e00004 0000 ADD [EAX], AL
0x29e00006 0000 ADD [EAX], AL
0x29e00008 a015f1dca5 MOV AL, [0xa5dcf115]
0x29e0000d 7100 JNO 0x29e0000f
0x29e0000f 01ee ADD ESI, EBP
0x29e00011 ff DB 0xff
0x29e00012 ee OUT DX, AL
0x29e00013 ff02 INC DWORD [EDX]
0x29e00015 0000 ADD [EAX], AL
0x29e00017 0020 ADD [EAX], AH
0x29e00019 01e0 ADD EAX, ESP
0x29e0001b 293a SUB [EDX], EDI
0x29e0001d 0200 ADD AL, [EAX]
0x29e0001f 0020 ADD [EAX], AH
0x29e00021 01e0 ADD EAX, ESP
0x29e00023 293a SUB [EDX], EDI
0x29e00025 0200 ADD AL, [EAX]
0x29e00027 0000 ADD [EAX], AL
0x29e00029 00e0 ADD AL, AH
0x29e0002b 293a SUB [EDX], EDI
0x29e0002d 0200 ADD AL, [EAX]
0x29e0002f 0000 ADD [EAX], AL
0x29e00031 00e0 ADD AL, AH
0x29e00033 293a SUB [EDX], EDI
0x29e00035 0200 ADD AL, [EAX]
0x29e00037 000f ADD [EDI], CL
0x29e00039 0000 ADD [EAX], AL
0x29e0003b 0000 ADD [EAX], AL
0x29e0003d 0000 ADD [EAX], AL
0x29e0003f 00 DB 0x0

Process: taskhostw.exe Pid: 3372 Address: 0x7df46ac50000
Vad Tag: VadS Protection: PAGE_EXECUTE_READWRITE
Flags: PrivateMemory: 1, Protection: 6

0x7df46ac50000 00 00 00 00 00 00 00 00 78 0d 00 00 00 00 00 00 ........x.......
0x7df46ac50010 0c 00 00 00 49 c7 c2 00 00 00 00 48 b8 40 4a fa ....I......H.@J.
0x7df46ac50020 8d fe 7f 00 00 ff e0 49 c7 c2 01 00 00 00 48 b8 .......I......H.
0x7df46ac50030 40 4a fa 8d fe 7f 00 00 ff e0 49 c7 c2 02 00 00 @J........I.....

0x6ac50000 0000 ADD [EAX], AL
0x6ac50002 0000 ADD [EAX], AL
0x6ac50004 0000 ADD [EAX], AL
0x6ac50006 0000 ADD [EAX], AL

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Check out the documentation for more information.

Malware Analysis Dataset

This dataset contains memory forensics analysis data for malware research, including both benign and ransomware samples analyzed with Volatility Framework.

Structure

Dataset Repository (this repo)

Scripts: Volatility automation scripts (Automating_Volatility.py, Volshell_Automation.py, vboxelf.py)
YARA Rules: malware_rules.yar for malware detection
Scan Results: Lightweight analysis outputs:
- malfind/ - Process memory injection detection
- pslist/ - Process listing
- psscan/ - Process scanning
- pstree/ - Process tree
- psxview/ - Process cross-view analysis
- yarascan/ - YARA rule matches

Raw Data Bucket (`hf://buckets/Vedaang/malware-raw-dumps/`)

Large memory dumps and detailed scans stored separately:

benign/ - Benign memory dumps (6 × 4.5GB .raw files)
benign/elf/ - Benign ELF binaries (6 files)
ransomware/ - Ransomware memory dumps (12 × 4.5GB .raw files)
ransomware/elf/ - Ransomware ELF binaries (12 files)
scans/memmap/ - Detailed memory maps (large text files)
scans/vadinfo/ - VAD (Virtual Address Descriptor) info
scans/vadwalk/ - VAD walk analysis

Sample Categories

Benign Samples

base.raw / base.elf - Baseline clean system
clean.raw / clean.elf - Clean system snapshot
3.raw - 10.raw / 3.elf - 10.elf - Various benign workloads

Ransomware Samples

Sample	Family	Description
Annabelle	Annabelle	Ransomware
blue_howl	BlueHowl	Ransomware
cerber / cerber1	Cerber	Ransomware
GandCrab	GandCrab	Ransomware
Jigsaw1 / Jigsaw2	Jigsaw	Ransomware
TeslaCrypt1	TeslaCrypt	Ransomware
Vipasna1	Vipasna	Ransomware
ViraLock	ViraLock	Ransomware
WannaCry1 / WannaCry2	WannaCry	Ransomware

Usage

Access Dataset (Analysis Files)

hf download Vedaang/malware_analysis

Access Raw Memory Dumps (Bucket)

# Install hf CLI if needed
pip install huggingface_hub[hf_transfer]

# Sync raw dumps
hf sync hf://buckets/Vedaang/malware-raw-dumps/benign ./local_benign --include "*.raw"
hf sync hf://buckets/Vedaang/malware-raw-dumps/ransomware ./local_ransomware --include "*.raw"

Run Volatility Analysis

# Using included scripts
python Automating_Volatility.py -f memory.raw --profile Win10x64_19041
python Volshell_Automation.py -f memory.raw

Analysis Tools

Volatility 3 - Memory forensics framework
YARA - Pattern matching for malware identification
Custom Python scripts - Automation wrappers

Citation

If you use this dataset in research, please cite:

@dataset{malware_analysis_2026,
  author = {Vedaang Chopra},
  title = {Malware Analysis Memory Forensics Dataset},
  year = {2026},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/Vedaang/malware_analysis}
}