{"data":{"id":"86cc089a-8899-46d2-8a1a-7988fec08a06","title":"Enhancing the Robustness of Speaker Recognition Systems in Noisy Channels Using Thermal Diffusion-Based Adversarial Attacks and Wavelet-Based Defence","summary":"Published in Circuits Systems and Signal Processing on 2026-09-28, this research paper concerns the robustness of speaker recognition systems in noisy channels. It combines thermal diffusion-based adversarial attacks with a wavelet-based defence. The source text provided contains only the publication details and reference list, so the method and findings are not described.","solution":"N/A -- no mitigation discussed in source.","labels":["security","research"],"sourceUrl":"https://doi.org/10.1007/s00034-026-03779-w","publishedAt":"2026-09-28T00:00:00.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":["model_evasion"],"issueType":"research","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":[],"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":"2026-09-28T00:00:00.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"advanced","impactType":["integrity"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.9,"researchCategory":"peer_reviewed","atlasIds":null}}