Abstract

Identifying the source of cyber-attacks is crucial to ensuring cybersecurity. This study examines different attribution techniques, obstacles, and real-world examples in the context of cyber warfare. It explores challenges such as incorrect attributions, ethical concerns, legal barriers, and complexities in the digital environment. The discussed topic includes modern techniques such as malware analysis, network traffic study, digital forensics, and the implementation of AI/ML. These methods help improve cybersecurity and shape cyber warfare strategies. Case studies on the Standard Bank South Africa ATM fraud and the TransUnion South Africa cyber-attack illustrate the importance of attributing cyber incidents, especially with global cyber criminals. The analysis emphasizes the need for a comprehensive approach that takes into account legal, technical, ethical, and geopolitical considerations relevant to the evolution of computing and cyber warfare. It stresses the need for cybersecurity tools enhancement and global cooperation. The study pairs attribution challenges with techniques to deepen our understanding of threats. It underlines the need for ongoing cybersecurity research and adaptation, sustained innovation, and collaboration to fortify global cyber defenses.

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