In a multi-surface cyber contest model, full signal cross-correlation neutralizes the attacker's advantage from surface proliferation while zero correlation makes per-surface defense effectiveness vanish as surfaces increase.
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2026 4verdicts
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The Adversarial Discount - AI, Signal Correlation, and the Cybersecurity Arms Race
In a multi-surface cyber contest model, full signal cross-correlation neutralizes the attacker's advantage from surface proliferation while zero correlation makes per-surface defense effectiveness vanish as surfaces increase.