{"data":{"id":"ee1cd750-f630-4a09-9469-b72fb4f9060f","title":"When the Bee Stings: CyberCom’s AI Vulnerability","summary":"External security researchers found flaws in the machine learning model behind CyberCom's products, CyberComSECURE, CyberComLENS and CyberComSHIELD. The model, trained on historical malware and incident data, could not detect mutated malware files, which exploit its reliance on past data. The source frames this as a case study asking how CyberCom should respond and protect its products against similar attacks.","solution":"N/A -- no mitigation discussed in source.","labels":["security","research"],"sourceUrl":"https://aisel.aisnet.org/cais/vol59/iss1/65","publishedAt":"2026-09-24T15:44:59.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"low","attackType":["model_evasion"],"issueType":"research","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":["CyberCom","CyberComSECURE","CyberComLENS","CyberComSHIELD"],"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":"2026-09-24T15:44:59.000Z","fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["integrity"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.7,"researchCategory":"peer_reviewed","atlasIds":null}}