Malware Detection System Using Behavioral Analysis Techniques
Ecosmob Technologies Cybersecurity & Threat IntelligenceProject Objectives:
To create a malware detection system that identifies suspicious applications based on behavioral patterns such as abnormal file access, registry modification, or unusual network communication.
Project Tasks:
Study malware types and attack vectors.
Implement process monitoring module.
Track file system changes.
Detect unusual outbound traffic.
Develop heuristic-based detection logic.
Log suspicious behavior.
Create alert notification system.
Test with sample safe malware datasets.
Measure detection rate.
Document limitations and improvements.
Educational Qualifications
B.TechB.EBCAMCA
Required Skills
Network Traffic Analysis & Packet InspectionMalware Analysis & Threat ModelingBehavioral Monitoring & System Process AnalysisAnomaly Detection & Heuristic TechniquesSecurity Logging & Alerting Mechanisms
