Static Malware Analysis Techniques

2024-01-30Malware Analyst5 min read860 words
Malware Analysis
malware
static-analysis
reverse-engineering
security

Static Malware Analysis Techniques

Introduction

Static malware analysis involves examining malicious software without executing it. This approach allows analysts to understand the malware's structure, functionality, and potential impact while maintaining a safe analysis environment.

Preparation and Safety

Analysis Environment

  • Isolated Network: Completely isolated from production networks
  • Virtual Machines: Disposable analysis environments
  • Snapshots: Regular VM snapshots for quick recovery
  • Air-Gapped Systems: Physical isolation for highly dangerous samples

Safety Protocols

  • Never Execute: Static analysis means no execution
  • Hash Verification: Verify sample integrity with cryptographic hashes
  • Documentation: Maintain detailed analysis logs
  • Chain of Custody: Proper evidence handling procedures

File Format Analysis

Portable Executable (PE) Analysis

  • PE Headers: Examine DOS, NT, and optional headers
  • Section Analysis: Code, data, and resource sections
  • Import/Export Tables: API dependencies and exposed functions
  • Digital Signatures: Certificate validation and trust chains

Other File Formats

  • ELF Files: Linux executable analysis
  • Mach-O: macOS binary examination
  • Office Documents: Macro and embedded object analysis
  • PDF Files: JavaScript and embedded content analysis

String Analysis

Extracting Strings

```bash

Basic string extraction

strings malware.exe > strings.txt

Unicode strings

strings -e l malware.exe > unicode_strings.txt

Minimum length filtering

strings -n 8 malware.exe > long_strings.txt
```

String Categories

  • URLs and Domains: Network indicators
  • File Paths: Target locations and dependencies
  • Registry Keys: System modification indicators
  • Error Messages: Functionality clues
  • Encryption Keys: Cryptographic artifacts

Disassembly and Code Analysis

Disassemblers

  • IDA Pro: Industry standard disassembler
  • Ghidra: NSA's open-source reverse engineering tool
  • Radare2: Command-line reverse engineering framework
  • x64dbg: Windows debugging and disassembly

Assembly Analysis Techniques

  • Control Flow: Function calls and program flow
  • Data Flow: Variable usage and manipulation
  • API Calls: System interaction points
  • Obfuscation Detection: Packed or encrypted code identification

Cryptographic Analysis

Encryption Detection

  • Entropy Analysis: High entropy indicates encryption/compression
  • Cryptographic Constants: Known algorithm signatures
  • Key Scheduling: Encryption key generation patterns
  • Cipher Identification: Algorithm fingerprinting

Hash Analysis

```bash

File hashes

md5sum malware.exe
sha1sum malware.exe
sha256sum malware.exe

Import hash (ImpHash)

python imphash.py malware.exe

Fuzzy hashing

ssdeep malware.exe
```

Metadata Extraction

File Properties

  • Compilation Timestamp: When the malware was built
  • Compiler Information: Development environment details
  • Version Information: Embedded version strings
  • Digital Certificates: Code signing information

EXIF and Embedded Data

  • Author Information: Creator metadata
  • Creation Tools: Software used for creation
  • Embedded Resources: Icons, strings, and data
  • Hidden Streams: Alternate data streams (ADS)

Network Indicators

Static Network Analysis

  • Hardcoded IPs: Command and control servers
  • Domain Names: Communication endpoints
  • URL Patterns: Web-based communication
  • Protocol Analysis: Network communication methods

Configuration Extraction

  • C2 Servers: Command and control infrastructure
  • Encryption Keys: Communication encryption
  • User Agents: HTTP header information
  • Port Numbers: Network service ports

Behavioral Indicators

File System Operations

  • File Creation: New files and locations
  • File Modification: Target file changes
  • Directory Operations: Folder creation and deletion
  • Hidden Files: Concealment techniques

Registry Operations

  • Persistence Mechanisms: Startup and service entries
  • Configuration Storage: Settings and parameters
  • System Modifications: Security and policy changes
  • Forensic Artifacts: Analysis traces

Obfuscation and Packing

Packing Detection

```bash

Entropy calculation

python entropy.py malware.exe

Packer identification

peid malware.exe
detect-it-easy malware.exe

Section analysis

objdump -h malware.exe
```

Common Obfuscation Techniques

  • String Encryption: Encrypted string literals
  • Control Flow Obfuscation: Complex branching patterns
  • Dead Code Insertion: Meaningless code additions
  • API Hashing: Dynamic API resolution

Documentation and Reporting

Analysis Documentation

  • Executive Summary: High-level findings
  • Technical Details: Detailed analysis results
  • Indicators of Compromise: IOCs for detection
  • Mitigation Recommendations: Response actions

IOC Generation

```yaml

YARA Rule Example

rule Malware_Family_Detection {
meta:
description = "Detects specific malware family"
author = "Security Analyst"
date = "2024-01-30"

strings:
    $string1 = "unique_string_pattern"
    $string2 = { 48 89 E5 48 83 EC 20 }

condition:
    $string1 or $string2

}
```

Tools and Resources

Essential Tools

  • Hex Editors: HxD, 010 Editor
  • Disassemblers: IDA Pro, Ghidra, Radare2
  • PE Analyzers: PEiD, CFF Explorer, PE-bear
  • String Extractors: Strings, FLOSS
  • Hash Calculators: HashCalc, md5deep

Online Resources

  • VirusTotal: Multi-engine malware scanning
  • Hybrid Analysis: Automated analysis platform
  • Any.run: Interactive malware analysis
  • Joe Sandbox: Comprehensive analysis reports

Best Practices

Analysis Workflow

  1. Initial Triage: Basic file information and hashes
  2. String Analysis: Extract and categorize strings
  3. Structural Analysis: PE headers and sections
  4. Disassembly: Code analysis and function identification
  5. IOC Extraction: Generate detection signatures
  6. Documentation: Comprehensive analysis report

Quality Assurance

  • Peer Review: Second analyst verification
  • Tool Validation: Cross-reference with multiple tools
  • False Positive Testing: Validate IOCs against clean files
  • Continuous Learning: Stay updated with new techniques

Conclusion

Static malware analysis is a critical skill for cybersecurity professionals. By systematically examining malware without execution, analysts can safely understand threats, generate detection signatures, and develop effective countermeasures while minimizing risk to analysis infrastructure.