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API Credential Theft
API credential theft occurs when attackers illegally obtain authentication tokens, keys, or passwords that grant access to application programming interfaces, typically through phishing, malware, or exploitation of insecure storage practices. For enterprises managing AI systems, compromised API credentials enable unauthorized access to proprietary models, training data, and inference endpoints, creating risks of data exfiltration and service disruption. Organizations must implement credential rotation policies, secure vault systems, and monitoring for anomalous API usage patterns to detect and prevent these attacks before they cause material harm to AI infrastructure and compliance posture.
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