Malware Detection

Malware Detection

1. Detection Aproach

   • Traditional Solutions
     • Signature Recognition
       • Decomposition
       • Code Analysis
   • Machine Learning
     • Behavior Analysis
       • Network Usage
       • Processor Consumption
       • Memory Consumption
     • Metadata Analysis
       • PE Header Analysis
       • API Call Analysis
       • Requested Permissions Analysis

2. Enviroment

   • Web
   • Network
   • Operating System
   • Cloud

3. Classification

   • Virus
   • Ransomware
   • Trojan Horse
   • Rootkits
   • Backdoor

4. Affected By

   • Source Code Encryption / Obfuscation
   • Polymorphism
   • Adversarial Attack
     • Evasion Attack
     • Poisoning Attack