Effective and light-weight deobfuscation and semantic-aware attack detection for powershell scripts

Keyphrases

• Deobfuscation 100%
• Semantic-aware 100%
• Powershell Scripts 100%
• Attack Detection 100%
• PowerShell 71%
• Obfuscation 28%
• Attack Detection System 28%
• VirusTotal 28%
• Detection Method 14%
• Data Mining Techniques 14%
• By Design 14%
• Detection Rate 14%
• False Positive Rate 14%
• True Positive Rate 14%
• Emulation 14%
• Ransomware 14%
• Static Analysis 14%
• Objective-oriented 14%
• Semantic Bases 14%
• Cyber-attacks 14%
• Association Mining 14%
• Semantic Signature 14%
• Phishing Email 14%
• Abstract Syntax Tree 14%
• Advanced Persistent Threat 14%
• Obfuscation Detection 14%
• Financial Threat 14%
• Cryptojacking 14%

Computer Science

• Powershell Script 100%
• Obfuscation 66%
• Windows Defender 66%
• e-Mail 33%
• Detection Rate 33%
• True Positive Rate 33%
• Abstract Syntax Tree 33%
• Cyber Attack 33%
• Advanced Persistent Threat 33%
• Static Program Analysis 33%
• False Positive Rate 33%
• Malware 33%