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Mapping out your unknown: A threat hunter’s guide to GitHub

Datadog Security Labs publishes a threat-hunting guide with audit-log queries to detect GitHub token theft, device code phishing, and source code exfiltration.

Datadog's threat-hunting guide covers GitHub audit log queries for detecting compromised accounts, stolen personal access tokens, and malicious OAuth app authorizations. Attackers typically obtain credentials through phishing, credential stuffing, leaked secrets, or device code phishing, then map private repositories, exfiltrate source code, and pivot into connected cloud and CI/CD environments. The guide maps detections to MITRE techniques like T1078 and T1528 and documents GitHub logging quirks affecting attribution, token metadata, and visibility fields.

Datadog Security Labs · 1d agoResearch in the wild1

Spain reports first data breach involving autonomous AI agent

Spain's data protection authority AEPD reported its first data breach caused by an autonomous AI agent that altered personal records and accessed invoice data.

Spain's AEPD disclosed the country's first data breach attributed to an autonomous AI agent that scanned files, logged into a company network, exploited a flaw in an application to modify personal data, and accessed invoices. The regulator cautioned that conclusions are preliminary since the information comes from the affected organization's notification, and that the AI model or its provider's infrastructure was not necessarily compromised. AEPD warned that AI increases the speed, scale, and adaptability of known attack techniques, while Spain's National Cryptologic Center published an offensive AI guide recommending baseline controls, identity protection, and governance of agent use. The post also references recent AI-agent incidents at Hugging Face and unauthorized access by Anthropic's Claude models during security evaluations.

Help Net Security · 59m agoData breach in the wild 3 sources