Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.
npxskills add sickn33/antigravity-awesome-skills--skill memory-forensicsLoading…
Comprehensive techniques for acquiring, analyzing, and extracting artifacts from memory dumps for incident response and malware analysis.
resources/implementation-playbook.md.# WinPmem (Recommended)
winpmem_mini_x64.exe memory.raw
# DumpIt
DumpIt.exe
# Belkasoft RAM Capturer
# GUI-based, outputs raw format
# Magnet RAM Capture
# GUI-based, outputs raw format
# LiME (Linux Memory Extractor)
sudo insmod lime.ko "path=/tmp/memory.lime format=lime"
# /dev/mem (limited, requires permissions)
sudo dd if=/dev/mem of=memory.raw bs=1M
# /proc/kcore (ELF format)
sudo cp /proc/kcore memory.elf
# osxpmem
sudo ./osxpmem -o memory.raw
# MacQuisition (commercial)
# VMware: .vmem file is raw memory
cp vm.vmem memory.raw
# VirtualBox: Use debug console
vboxmanage debugvm "VMName" dumpvmcore --filename memory.elf
# QEMU
virsh dump <domain> memory.raw --memory-only
# Hyper-V
# Checkpoint contains memory state
# Install Volatility 3
pip install volatility3
# Install symbol tables (Windows)
# Download from https://downloads.volatilityfoundation.org/volatility3/symbols/
# Basic usage
vol -f memory.raw <plugin>
# With symbol path
vol -f memory.raw -s /path/to/symbols windows.pslist
# List processes
vol -f memory.raw windows.pslist
# Process tree (parent-child relationships)
vol -f memory.raw windows.pstree
# Hidden process detection
vol -f memory.raw windows.psscan
# Process memory dumps
vol -f memory.raw windows.memmap --pid <PID> --dump
# Process environment variables
vol -f memory.raw windows.envars --pid <PID>
# Command line arguments
vol -f memory.raw windows.cmdline
# Network connections
vol -f memory.raw windows.netscan
# Network connection state
vol -f memory.raw windows.netstat
# Loaded DLLs per process
vol -f memory.raw windows.dlllist --pid <PID>
# Find hidden/injected DLLs
vol -f memory.raw windows.ldrmodules
# Kernel modules
vol -f memory.raw windows.modules
# Module dumps
vol -f memory.raw windows.moddump --pid <PID>
# Detect code injection
vol -f memory.raw windows.malfind
# VAD (Virtual Address Descriptor) analysis
vol -f memory.raw windows.vadinfo --pid <PID>
# Dump suspicious memory regions
vol -f memory.raw windows.vadyarascan --yara-rules rules.yar
# List registry hives
vol -f memory.raw windows.registry.hivelist
# Print registry key
vol -f memory.raw windows.registry.printkey --key "Software\Microsoft\Windows\CurrentVersion\Run"
# Dump registry hive
vol -f memory.raw windows.registry.hivescan --dump
# Scan for file objects
vol -f memory.raw windows.filescan
# Dump files from memory
vol -f memory.raw windows.dumpfiles --pid <PID>
# MFT analysis
vol -f memory.raw windows.mftscan
# Process listing
vol -f memory.raw linux.pslist
# Process tree
vol -f memory.raw linux.pstree
# Bash history
vol -f memory.raw linux.bash
# Network connections
vol -f memory.raw linux.sockstat
# Loaded kernel modules
vol -f memory.raw linux.lsmod
# Mount points
vol -f memory.raw linux.mount
# Environment variables
vol -f memory.raw linux.envars
# Process listing
vol -f memory.raw mac.pslist
# Process tree
vol -f memory.raw mac.pstree
# Network connections
vol -f memory.raw mac.netstat
# Kernel extensions
vol -f memory.raw mac.lsmod
# 1. Initial process survey
vol -f memory.raw windows.pstree > processes.txt
vol -f memory.raw windows.pslist > pslist.txt
# 2. Network connections
vol -f memory.raw windows.netscan > network.txt
# 3. Detect injection
vol -f memory.raw windows.malfind > malfind.txt
# 4. Analyze suspicious processes
vol -f memory.raw windows.dlllist --pid <PID>
vol -f memory.raw windows.handles --pid <PID>
# 5. Dump suspicious executables
vol -f memory.raw windows.pslist --pid <PID> --dump
# 6. Extract strings from dumps
strings -a pid.<PID>.exe > strings.txt
# 7. YARA scanning
vol -f memory.raw windows.yarascan --yara-rules malware.yar
# 1. Timeline of events
vol -f memory.raw windows.timeliner > timeline.csv
# 2. User activity
vol -f memory.raw windows.cmdline
vol -f memory.raw windows.consoles
# 3. Persistence mechanisms
vol -f memory.raw windows.registry.printkey \
--key "Software\Microsoft\Windows\CurrentVersion\Run"
# 4. Services
vol -f memory.raw windows.svcscan
# 5. Scheduled tasks
vol -f memory.raw windows.scheduled_tasks
# 6. Recent files
vol -f memory.raw windows.filescan | grep -i "recent"
// EPROCESS (Executive Process)
typedef struct _EPROCESS {
KPROCESS Pcb; // Kernel process block
EX_PUSH_LOCK ProcessLock;
LARGE_INTEGER CreateTime;
LARGE_INTEGER ExitTime;
// ...
LIST_ENTRY ActiveProcessLinks; // Doubly-linked list
ULONG_PTR UniqueProcessId; // PID
// ...
PEB* Peb; // Process Environment Block
// ...
} EPROCESS;
// PEB (Process Environment Block)
typedef struct _PEB {
BOOLEAN InheritedAddressSpace;
BOOLEAN ReadImageFileExecOptions;
BOOLEAN BeingDebugged; // Anti-debug check
// ...
PVOID ImageBaseAddress; // Base address of executable
PPEB_LDR_DATA Ldr; // Loader data (DLL list)
PRTL_USER_PROCESS_PARAMETERS ProcessParameters;
// ...
} PEB;
typedef struct _MMVAD {
MMVAD_SHORT Core;
union {
ULONG LongFlags;
MMVAD_FLAGS VadFlags;
} u;
// ...
PVOID FirstPrototypePte;
PVOID LastContiguousPte;
// ...
PFILE_OBJECT FileObject;
} MMVAD;
// Memory protection flags
#define PAGE_EXECUTE 0x10
#define PAGE_EXECUTE_READ 0x20
#define PAGE_EXECUTE_READWRITE 0x40
#define PAGE_EXECUTE_WRITECOPY 0x80
# Malfind indicators
# - PAGE_EXECUTE_READWRITE protection (suspicious)
# - MZ header in non-image VAD region
# - Shellcode patterns at allocation start
# Common injection techniques
# 1. Classic DLL Injection
# - VirtualAllocEx + WriteProcessMemory + CreateRemoteThread
# 2. Process Hollowing
# - CreateProcess (SUSPENDED) + NtUnmapViewOfSection + WriteProcessMemory
# 3. APC Injection
# - QueueUserAPC targeting alertable threads
# 4. Thread Execution Hijacking
# - SuspendThread + SetThreadContext + ResumeThread
# Compare process lists
vol -f memory.raw windows.pslist > pslist.txt
vol -f memory.raw windows.psscan > psscan.txt
diff pslist.txt psscan.txt # Hidden processes
# Check for DKOM (Direct Kernel Object Manipulation)
vol -f memory.raw windows.callbacks
# Detect hooked functions
vol -f memory.raw windows.ssdt # System Service Descriptor Table
# Driver analysis
vol -f memory.raw windows.driverscan
vol -f memory.raw windows.driverirp
# Dump hashes (requires hivelist first)
vol -f memory.raw windows.hashdump
# LSA secrets
vol -f memory.raw windows.lsadump
# Cached domain credentials
vol -f memory.raw windows.cachedump
# Mimikatz-style extraction
# Requires specific plugins/tools
rule Suspicious_Injection
{
meta:
description = "Detects common injection shellcode"
strings:
// Common shellcode patterns
$mz = { 4D 5A }
$shellcode1 = { 55 8B EC 83 EC } // Function prologue
$api_hash = { 68 ?? ?? ?? ?? 68 ?? ?? ?? ?? E8 } // Push hash, call
condition:
$mz at 0 or any of ($shellcode*)
}
rule Cobalt_Strike_Beacon
{
meta:
description = "Detects Cobalt Strike beacon in memory"
strings:
$config = { 00 01 00 01 00 02 }
$sleep = "sleeptime"
$beacon = "%s (admin)" wide
condition:
2 of them
}
# Scan all process memory
vol -f memory.raw windows.yarascan --yara-rules rules.yar
# Scan specific process
vol -f memory.raw windows.yarascan --yara-rules rules.yar --pid 1234
# Scan kernel memory
vol -f memory.raw windows.yarascan --yara-rules rules.yar --kernel
# Basic string extraction
strings -a memory.raw > all_strings.txt
# Unicode strings
strings -el memory.raw >> all_strings.txt
# Targeted extraction from process dump
vol -f memory.raw windows.memmap --pid 1234 --dump
strings -a pid.1234.dmp > process_strings.txt
# Pattern matching
grep -E "(https?://|[0-9]{1,3}\.[0-9]{1,3}\.[0-9]{1,3}\.[0-9]{1,3})" all_strings.txt
# FLOSS extracts obfuscated strings
floss malware.exe > floss_output.txt
# From memory dump
floss pid.1234.dmp
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Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
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Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).