210 lines
9.4 KiB
JSON
210 lines
9.4 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": "< 2.3.3"
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},
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{
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"status": "affected",
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"version": ">= 2.4.0, < 2.4.2"
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}
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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 end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in `tf.raw_ops.DenseCountSparseOutput`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/efff014f3b2d8ef6141da30c806faf141297eca1/tensorflow/core/kernels/count_ops.cc#L123-L127) computes a divisor value from user data but does not check that the result is 0 before doing the division. Since `data` is given by the `values` argument, `num_batch_elements` is 0. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, and TensorFlow 2.3.3, as these are also affected."
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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": "HIGH",
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"attackVector": "LOCAL",
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"availabilityImpact": "LOW",
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"baseScore": 2.5,
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"baseSeverity": "LOW",
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"confidentialityImpact": "NONE",
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"integrityImpact": "NONE",
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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:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L",
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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-369",
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"description": "CWE-369: Divide By Zero",
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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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"providerMetadata": {
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"dateUpdated": "2021-05-14T19:10:15.000Z",
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"orgId": "a0819718-46f1-4df5-94e2-005712e83aaa",
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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-qg48-85hg-mqc5"
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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/da5ff2daf618591f64b2b62d9d9803951b945e9f"
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}
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],
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"source": {
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"advisory": "GHSA-qg48-85hg-mqc5",
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"discovery": "UNKNOWN"
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},
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"title": "Division by 0 in `DenseCountSparseOutput`",
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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-2021-29554",
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"STATE": "PUBLIC",
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"TITLE": "Division by 0 in `DenseCountSparseOutput`"
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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": "< 2.3.3"
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{
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"version_value": ">= 2.4.0, < 2.4.2"
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"vendor_name": "tensorflow"
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{
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"lang": "eng",
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"value": "TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in `tf.raw_ops.DenseCountSparseOutput`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/efff014f3b2d8ef6141da30c806faf141297eca1/tensorflow/core/kernels/count_ops.cc#L123-L127) computes a divisor value from user data but does not check that the result is 0 before doing the division. Since `data` is given by the `values` argument, `num_batch_elements` is 0. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, and TensorFlow 2.3.3, as these are also affected."
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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": "HIGH",
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"attackVector": "LOCAL",
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"availabilityImpact": "LOW",
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"baseScore": 2.5,
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"baseSeverity": "LOW",
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"confidentialityImpact": "NONE",
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"integrityImpact": "NONE",
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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:L/AC:H/PR:L/UI:N/S:U/C:N/I:N/A:L",
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"version": "3.1"
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}
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},
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"problemtype": {
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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-369: Divide By Zero"
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},
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"references": {
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{
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"name": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qg48-85hg-mqc5",
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"refsource": "CONFIRM",
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"url": "https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qg48-85hg-mqc5"
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{
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"name": "https://github.com/tensorflow/tensorflow/commit/da5ff2daf618591f64b2b62d9d9803951b945e9f",
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"refsource": "MISC",
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"url": "https://github.com/tensorflow/tensorflow/commit/da5ff2daf618591f64b2b62d9d9803951b945e9f"
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}
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]
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},
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"source": {
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"advisory": "GHSA-qg48-85hg-mqc5",
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"discovery": "UNKNOWN"
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}
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}
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},
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"adp": [
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{
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"shortName": "CVE",
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"dateUpdated": "2024-08-03T22:11:06.254Z"
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},
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"title": "CVE Program Container",
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"references": [
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{
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"tags": [
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"cveId": "CVE-2021-29554",
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"datePublished": "2021-05-14T19:10:15.000Z",
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"dateReserved": "2021-03-30T00:00:00.000Z",
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