{"data":{"id":"87a967c8-090a-4d8d-8ed4-57915846135d","title":"QAEAS: A quantum adaptive ensemble attack system against robust deep neural networks","summary":"Researchers have developed QAEAS, a quantum adaptive ensemble attack system that can break through the defenses of robust deep neural networks (AI systems trained to resist attacks). The system uses quantum computing techniques combined with multiple coordinated attack strategies to find weaknesses in AI models that were designed to be resistant to traditional hacking methods.","solution":"N/A -- no mitigation discussed in source.","labels":["security","research"],"sourceUrl":"https://www.sciencedirect.com/science/article/pii/S2214212626001250?dgcid=rss_sd_all","publishedAt":"2026-05-09T18:00:38.634Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":["model_evasion"],"issueType":"research","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":[],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"advanced","impactType":["integrity"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.85,"researchCategory":"peer_reviewed","atlasIds":null}}