[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$flWSqAQZx5yS4ulWTZ2kAjf114zhd2KIBQuWL04CB5Gs":3,"g5a-risk:CVE-2022-23581":132},{"success":4,"data":5,"meta":130},true,{"cveId":6,"title":7,"description":8,"shortDescription":9,"publishedDate":10,"lastModified":11,"cvssScore":12,"cvssVector":13,"cvssMetrics":14,"epssScore":43,"epssPercentile":27,"epssTimeSeries":44,"severity":45,"affectedProducts":46,"affectedProductsCount":55,"references":56,"referencesCount":40,"weaknesses":76,"weaknessesCount":85,"isActivelyExploited":86,"cisaInfo":27,"otxData":27,"relatedBlogPosts":87,"seoMetadata":88,"configurations":113,"relatedVendorCves":128,"notableEvents":129},"CVE-2022-23581","What is CVE-2022-23581?","Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `IsSimplifiableReshape` would trigger `CHECK` failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.","Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedMo...","2022-02-04T23:15:14.713","2022-02-10T01:34:43.277",6.5,"CVSS:3.1\u002FAV:N\u002FAC:L\u002FPR:L\u002FUI:N\u002FS:U\u002FC:N\u002FI:N\u002FA:H",{"CVSSMetricV31":15,"CVSSMetricV30":27,"CVSSMetricV2":34,"CVSSMetricV40":27},[16,30],{"Source":17,"Type":18,"CVSSData":19,"ExploitabilityScore":28,"ImpactScore":29},"nvd@nist.gov","Primary",{"Version":20,"VectorString":13,"AttackVector":21,"AttackComplexity":22,"PrivilegesRequired":22,"UserInteraction":23,"Scope":24,"ConfidentialityImpact":23,"IntegrityImpact":23,"AvailabilityImpact":25,"BaseScore":12,"BaseSeverity":26,"ExploitCodeMaturity":27,"RemediationLevel":27,"ReportConfidence":27,"TemporalScore":27,"TemporalSeverity":27,"ConfidentialityRequirement":27,"IntegrityRequirement":27,"AvailabilityRequirement":25,"ModifiedAttackVector":27,"ModifiedAttackComplexity":27,"ModifiedPrivilegesRequired":27,"ModifiedUserInteraction":27,"ModifiedScope":27,"ModifiedConfidentialityImpact":27,"ModifiedIntegrityImpact":27,"ModifiedAvailabilityImpact":27,"EnvironmentalScore":27,"EnvironmentalSeverity":27},"3.1","NETWORK","LOW","NONE","UNCHANGED","HIGH","MEDIUM",null,2.8,3.6,{"Source":31,"Type":32,"CVSSData":33,"ExploitabilityScore":28,"ImpactScore":29},"security-advisories@github.com","Secondary",{"Version":20,"VectorString":13,"AttackVector":21,"AttackComplexity":22,"PrivilegesRequired":22,"UserInteraction":23,"Scope":24,"ConfidentialityImpact":23,"IntegrityImpact":23,"AvailabilityImpact":25,"BaseScore":12,"BaseSeverity":26,"ExploitCodeMaturity":27,"RemediationLevel":27,"ReportConfidence":27,"TemporalScore":27,"TemporalSeverity":27,"ConfidentialityRequirement":27,"IntegrityRequirement":27,"AvailabilityRequirement":25,"ModifiedAttackVector":27,"ModifiedAttackComplexity":27,"ModifiedPrivilegesRequired":27,"ModifiedUserInteraction":27,"ModifiedScope":27,"ModifiedConfidentialityImpact":27,"ModifiedIntegrityImpact":27,"ModifiedAvailabilityImpact":27,"EnvironmentalScore":27,"EnvironmentalSeverity":27},[35],{"Source":17,"Type":18,"CVSSData":36,"BaseSeverity":26,"ExploitabilityScore":41,"ImpactScore":42,"ACInsufInfo":27,"ObtainAllPrivilege":27,"ObtainUserPrivilege":27,"ObtainOtherPrivilege":27,"UserInteractionRequired":27},{"Version":37,"VectorString":38,"AccessVector":21,"AccessComplexity":22,"Authentication":23,"ConfidentialityImpact":23,"IntegrityImpact":23,"AvailabilityImpact":39,"BaseScore":40,"BaseSeverity":27,"Exploitability":27,"RemediationLevel":27,"ReportConfidence":27,"TemporalScore":27,"CollateralDamagePotential":27,"TargetDistribution":27,"ConfidentialityRequirement":27,"IntegrityRequirement":27,"AvailabilityRequirement":27,"EnvironmentalScore":27},"2.0","AV:N\u002FAC:L\u002FAu:N\u002FC:N\u002FI:N\u002FA:P","PARTIAL",5,10,2.9,0.0116,[43,43,43,43,43,43,43],"Medium",[47,52],{"vendor":48,"product":49,"version":50,"criteria":51,"vulnerable":4},"google","tensorflow","*","cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*",{"vendor":48,"product":49,"version":53,"criteria":54,"vulnerable":4},"2.7.0","cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*",2,[57,63,67,70,73],{"url":58,"source":59,"tags":60},"https:\u002F\u002Fgithub.com\u002Ftensorflow\u002Ftensorflow\u002Fblob\u002Fa1320ec1eac186da1d03f033109191f715b2b130\u002Ftensorflow\u002Fcore\u002Fgrappler\u002Foptimizers\u002Fconstant_folding.cc#L1687-L1742","GitHub",[61,62],"Exploit","Third Party Advisory",{"url":64,"source":59,"tags":65},"https:\u002F\u002Fgithub.com\u002Ftensorflow\u002Ftensorflow\u002Fcommit\u002F1fb27733f943295d874417630edd3b38b34ce082",[66,62],"Patch",{"url":68,"source":59,"tags":69},"https:\u002F\u002Fgithub.com\u002Ftensorflow\u002Ftensorflow\u002Fcommit\u002F240655511cd3e701155f944a972db71b6c0b1bb6",[66,62],{"url":71,"source":59,"tags":72},"https:\u002F\u002Fgithub.com\u002Ftensorflow\u002Ftensorflow\u002Fcommit\u002Febc1a2ffe5a7573d905e99bd0ee3568ee07c12c1",[66,62],{"url":74,"source":59,"tags":75},"https:\u002F\u002Fgithub.com\u002Ftensorflow\u002Ftensorflow\u002Fsecurity\u002Fadvisories\u002FGHSA-fq86-3f29-px2c",[66,62],[77],{"id":78,"name":79,"description":80,"extendedDescription":81,"status":82,"abstraction":83,"structure":84},"CWE-617","Reachable Assertion","The product contains an assert() or similar statement that can be triggered by an attacker, which leads to an application exit or other behavior that is more severe than necessary.","While assertion is good for catching logic errors and reducing the chances of reaching more serious vulnerability conditions, it can still lead to a denial of service.\nFor example, if a server handles multiple simultaneous connections, and an assert() occurs in one single connection that causes all other connections to be dropped, this is a reachable assertion that leads to a denial of service.","Draft","Base","Simple",1,false,[],{"title":89,"metaDescription":90,"keywords":91,"canonicalUrl":92,"structuredData":93},"What is CVE-2022-23581? Vulnerability Analysis | Security Advisory | EdgeProtect","Comprehensive analysis of CVE-2022-23581, a medium severity cyber security vulnerability from 2022. Tensorflow is an Open Source Machine Learning Framework. ...","CVE-2022-23581, CVE-2022-23581 vulnerability, CVE-2022-23581 security, medium severity vulnerability, cybersecurity, vulnerability analysis, security advisory, CVE database, threat intelligence, security research, vulnerability assessment, cyber threats, 2022, CVSS score, exploit, patch, remediation, google security, tensorflow vulnerability","\u002Fwhat-is\u002Fcve-2022-23581",{"@context":94,"@type":95,"headline":89,"description":90,"datePublished":10,"dateModified":11,"author":96,"publisher":100,"about":104,"mainEntityOfPage":108,"articleSection":111,"keywords":112},"https:\u002F\u002Fschema.org","TechArticle",{"@type":97,"name":98,"url":99},"Organization","EdgeProtect","https:\u002F\u002Fedgeprotect.io",{"@type":97,"name":98,"url":99,"logo":101},{"@type":102,"url":103},"ImageObject","https:\u002F\u002Fedgeprotect.io\u002Fimg\u002Flogos\u002Fedgeprotect-logo-512.png",{"@type":105,"name":6,"description":106,"additionalType":107},"Thing","Cybersecurity Vulnerability","https:\u002F\u002Fschema.org\u002FSoftwareBug",{"@type":109,"@id":110},"WebPage","https:\u002F\u002Fedgeprotect.io\u002Fwhat-is\u002Fcve-2022-23581","Cybersecurity","CVE-2022-23581, CVE-2022-23581 vulnerability, CVE-2022-23581 security, medium severity vulnerability, cybersecurity, vulnerability analysis, security advisory, CVE database, threat intelligence, security research",[114],{"Operator":27,"Negate":27,"Nodes":115},[116],{"Operator":117,"Negate":27,"CPEMatch":118},"OR",[119,122,126],{"Vulnerable":4,"Criteria":51,"MatchCriteriaID":120,"VersionStartExcluding":27,"VersionStartIncluding":27,"VersionEndExcluding":27,"VersionEndIncluding":121},"688150BF-477C-48FC-9AEF-A79AC57A6DDC","2.5.2",{"Vulnerable":4,"Criteria":51,"MatchCriteriaID":123,"VersionStartExcluding":27,"VersionStartIncluding":124,"VersionEndExcluding":27,"VersionEndIncluding":125},"C9E69B60-8C97-47E2-9027-9598B8392E5D","2.6.0","2.6.2",{"Vulnerable":4,"Criteria":54,"MatchCriteriaID":127,"VersionStartExcluding":27,"VersionStartIncluding":27,"VersionEndExcluding":27,"VersionEndIncluding":27},"2EDFAAB8-799C-4259-9102-944D4760DA2C",[],[],{"lastModified":11,"cacheTime":131,"version":37},1793203539193,{"score":133,"band":45,"action":134,"scoredAt":135},51,"Plan remediation","2026-10-28T06:53:03.783405+00:00"]