Detecting the APT is tricky because it uses legitimate AWS infrastructure, blending malicious traffic with normal activity, which evades traditional security tools. It abuses Microsoft’s ClickOnce to deliver malware, appearing as trusted software updates. AppDomainManager hijacking lets it run stealthily within legitimate processes. The Go-based RunnerBeacon backdoor is hard to analyze due to its compiled nature. Phishing targets specific industries like energy, making attacks tailored and harder to spot. Behavioral analysis, anomaly detection, and EDR tools can help, but no single method fully counters these advanced tactics.