303 lines
14 KiB
JSON
303 lines
14 KiB
JSON
{
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"containers": {
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"cna": {
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"affected": [
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{
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"product": "tensorflow",
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"vendor": "tensorflow",
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"versions": [
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{
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"status": "affected",
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"version": ">= 2.7.0, < 2.7.1"
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},
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{
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"status": "affected",
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"version": ">= 2.6.0, < 2.6.3"
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},
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{
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"status": "affected",
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"version": "< 2.5.3"
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}
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}
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],
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"descriptions": [
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{
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"lang": "en",
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"value": "Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in embedding lookup operations. Both `embedding_size` and `lookup_size` are products of values provided by the user. Hence, a malicious user could trigger overflows in the multiplication. In certain scenarios, this can then result in heap OOB read/write. Users are advised to upgrade to a patched version."
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}
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],
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"metrics": [
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{
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"cvssV3_1": {
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"attackComplexity": "LOW",
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"attackVector": "NETWORK",
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"availabilityImpact": "HIGH",
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"baseScore": 8.8,
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"baseSeverity": "HIGH",
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"confidentialityImpact": "HIGH",
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"integrityImpact": "HIGH",
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"privilegesRequired": "LOW",
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"scope": "UNCHANGED",
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"userInteraction": "NONE",
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"vectorString": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
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"version": "3.1"
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}
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}
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],
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"problemTypes": [
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{
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"descriptions": [
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{
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"cweId": "CWE-190",
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"description": "CWE-190: Integer Overflow or Wraparound",
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"lang": "en",
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"type": "CWE"
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}
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]
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}
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],
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"dateUpdated": "2022-02-04T22:32:37.000Z",
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"shortName": "GitHub_M"
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},
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"references": [
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{
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"tags": [
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"x_refsource_CONFIRM"
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],
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"url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-98p5-x8x4-c9m5"
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},
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{
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"tags": [
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"x_refsource_MISC"
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],
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"url": "https://github.com/tensorflow/tensorflow/commit/1de49725a5fc4e48f1a3b902ec3599ee99283043"
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},
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{
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"tags": [
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"x_refsource_MISC"
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],
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"url": "https://github.com/tensorflow/tensorflow/commit/a4e401da71458d253b05e41f28637b65baf64be4"
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},
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{
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"tags": [
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"x_refsource_MISC"
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],
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"url": "https://github.com/tensorflow/tensorflow/commit/f19be71717c497723ba0cea0379e84f061a75e01"
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},
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{
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"tags": [
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"x_refsource_MISC"
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],
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"url": "https://github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/kernels/embedding_lookup_sparse.cc#L179-L189"
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}
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],
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"source": {
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"advisory": "GHSA-98p5-x8x4-c9m5",
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"discovery": "UNKNOWN"
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},
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"title": "Integer overflow in TFLite",
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"x_legacyV4Record": {
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"CVE_data_meta": {
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"ASSIGNER": "security-advisories@github.com",
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"ID": "CVE-2022-23559",
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"STATE": "PUBLIC",
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"TITLE": "Integer overflow in TFLite"
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},
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"affects": {
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"vendor": {
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"vendor_data": [
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{
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"product": {
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"product_data": [
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{
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"product_name": "tensorflow",
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"version": {
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"version_data": [
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{
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"version_value": ">= 2.6.0, < 2.6.3"
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"vendor_name": "tensorflow"
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},
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"data_format": "MITRE",
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"data_type": "CVE",
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"data_version": "4.0",
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"description": {
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{
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"lang": "eng",
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"value": "Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in embedding lookup operations. Both `embedding_size` and `lookup_size` are products of values provided by the user. Hence, a malicious user could trigger overflows in the multiplication. In certain scenarios, this can then result in heap OOB read/write. Users are advised to upgrade to a patched version."
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}
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]
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},
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"impact": {
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"cvss": {
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"attackComplexity": "LOW",
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"attackVector": "NETWORK",
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"availabilityImpact": "HIGH",
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"baseScore": 8.8,
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"baseSeverity": "HIGH",
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"confidentialityImpact": "HIGH",
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"integrityImpact": "HIGH",
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"privilegesRequired": "LOW",
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"scope": "UNCHANGED",
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"userInteraction": "NONE",
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"vectorString": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
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"version": "3.1"
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}
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"problemtype": {
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"problemtype_data": [
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{
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"description": [
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{
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"lang": "eng",
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"value": "CWE-190: Integer Overflow or Wraparound"
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}
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}
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]
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"references": {
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"name": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-98p5-x8x4-c9m5",
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"refsource": "CONFIRM",
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"url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-98p5-x8x4-c9m5"
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},
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{
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"name": "https://github.com/tensorflow/tensorflow/commit/1de49725a5fc4e48f1a3b902ec3599ee99283043",
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"refsource": "MISC",
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"url": "https://github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/kernels/embedding_lookup_sparse.cc#L179-L189"
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"shortName": "CVE",
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"dateUpdated": "2024-08-03T03:43:46.566Z"
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"title": "CVE Program Container",
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{
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"metrics": [
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"other": {
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"type": "ssvc",
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"content": {
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"timestamp": "2025-04-22T15:44:41.212287Z",
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"id": "CVE-2022-23559",
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"options": [
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{
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"Exploitation": "poc"
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{
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"Automatable": "no"
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"title": "CISA ADP Vulnrichment",
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"assignerShortName": "GitHub_M",
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"cveId": "CVE-2022-23559",
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"datePublished": "2022-02-04T22:32:37.000Z",
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"dateReserved": "2022-01-19T00:00:00.000Z",
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"dateUpdated": "2025-04-22T18:23:20.273Z",
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"state": "PUBLISHED"
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