Defence against advanced, obfuscated and evasion attacks

An overview of the main attack detection techniques, based on signatures and statistical analysis. Analysis of the weaknesses in defensive approaches. Techniques for obfuscating software and network traffic. The effects of obfuscation on the detection of cyber-attacks. Sophisticated attacks designed to circumvent threat detection systems based on network traffic analysis or process monitoring. Advanced defence techniques for detecting obfuscated and evasive attacks. Advanced defence techniques for detecting sophisticated attacks. Machine and deep learning to detect cyber-attacks.