Deep Neural Architectures for Predictive Threat Intelligence: Malware Detection via Optimized CNN–MLP Models
The proliferation of sophisticated malware poses a critical threat to global cybersecurity, affecting individuals, enterprises, and critical national infrastructures. Traditional signature-based and heuristic detection methods frequently fail to identify zero-day attacks and obfuscated malicious code, motivating the de...