{"data":{"id":"d0aac01f-e05c-472d-b186-96bf35e23c09","title":"How AI is changing the nature of cyberattacks","summary":"AI is making cyberattacks faster and larger in scale, but security experts say it has not yet changed attackers' core objectives or techniques. In JadePuffer, a ransomware campaign disclosed in July 2026, an LLM-driven agent automated most of the intrusion chain, starting with exploitation of CVE-2025-3248, a missing-authentication flaw in Langflow. Vulnerable internet-facing Langflow instances were looted for cloud credentials and API keys before destructive database encryption.","solution":"N/A -- no mitigation discussed in source.","labels":["security","industry"],"sourceUrl":"https://www.csoonline.com/article/4248553/how-ai-is-changing-the-nature-of-cyberattacks.html","publishedAt":"2026-11-13T19:02:39.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":["other"],"issueType":"news","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":["LangChain"],"affectedVendorsRaw":["Claude Code","Langflow"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":null,"cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"epssCheckedAt":null,"kevDateAdded":null,"advisoryAliases":null,"affectedPackagesSource":null,"affectedPackagesCheckedAt":null,"patchAvailable":null,"disclosureDate":"2026-11-13T19:02:39.000Z","fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"advanced","impactType":["confidentiality","integrity","availability"],"aiComponentTargeted":"framework","llmSpecific":true,"classifierConfidence":0.85,"researchCategory":null,"atlasIds":null}}