{"data":{"id":"fccdfd25-07b2-4d98-acab-9e7f70b4d2df","title":"RevEng.AI Raises $15 Million to Hunt for Flaws and Backdoors in Software Binaries","summary":"RevEng.AI, a cybersecurity startup, raised $15 million to develop an AI tool called BinNet that analyzes compiled software binaries (the machine-readable code that actually runs on computers) to find vulnerabilities and backdoors without needing the original source code. The technology aims to secure the software supply chain by verifying what software actually does before it's deployed, which is increasingly important as AI systems are used to write code automatically.","solution":"N/A -- no mitigation discussed in source.","labels":["industry","security"],"sourceUrl":"https://www.securityweek.com/reveng-ai-raises-15-million-to-hunt-for-flaws-and-backdoors-in-software-binaries/","publishedAt":"2026-05-27T11:52:55.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":["RevEng.AI","BinNet"],"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":"2026-05-27T11:52:55.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["integrity"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.75,"researchCategory":null,"atlasIds":null}}