Uninitialized memory access in TensorFlow

Impact Under certain cases, a saved model can trigger use of uninitialized values during code execution. This is caused by having tensor buffers be filled with the default value of the type but forgetting to default initialize the quantized floating point types in Eigen: cc struct QUInt8 QUInt8 /...

125softnlp (=0.0.1), a2 (>=0.10.11 <=0.10.13) +4779 more potentially affected by CVE-2020-15265 via tensorflow (>=1.0.1 <=2.3.4)

tensorflow PYPI version =1.0.1, =0.10.11, =0.1.0, =0.0.0, =0.6.0, =0.1.6, =1.0.0, =2.0.0, =1.0.0, =0.0.1, =0.0.7 and more Source cves: CVE-2020-15265 Source advisory: OSV:PYSEC-2020-138...

PT-2020-14325 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.4.0 Description: The issue allows an attacker to pass an invalid axis value to tf.quantization.quantize and dequantize, resulting in accessing a dimension outside the rank of the input tensor in the C++ kernel...

ai4bharat-transliteration (>=1.1.0 <=1.1.3), aipack (>=0.0.1 <=0.0.5) +52 more potentially affected by CVE-2020-15209 via tensorflow (>=2.0.0 <=2.0.1)

tensorflow PYPI version =2.0.0, =1.1.0, =0.0.1, =0.1.3.2, =0.2.6, =0.2.0, =0.0.2, =1.0.0.1, =0.0.1, =1.0.4, =0.6.0.post3, =0.1.3, =1.0.0, =1.0.1 and more Source cves: CVE-2020-15209 Source advisory: OSV:PYSEC-2020-132...

125softnlp (=0.0.1), a2 (>=0.10.11 <=0.10.13) +4742 more potentially affected by CVE-2020-15199 via tensorflow (>=1.0.1 <=2.3.0)

tensorflow PYPI version =1.0.1, =0.10.11, =0.1.0, =0.0.0, =0.6.0, =0.1.6, =1.0.0, =0.0.1, =0.2.0, =0.6.0, =0.1.0, =0.1.0, =0.2.0 and more Source cves: CVE-2020-15199 Source advisory: OSV:PYSEC-2020-122...

abba-python (>=0.1.6 <=0.3.0), adpred (>=1.1.2 <=1.2.7) +233 more potentially affected by CVE-2020-15205 via tensorflow (>=1.0.1 <=1.15.3)

tensorflow PYPI version =1.0.1, =0.1.6, =1.1.2, =0.0.1, =0.3.26, =0.2.0, =0.4.2, =0.1.1, =0.1.5 - autobazaar =0.1.0 - autogan =0.0.5 - automationobjectdetection-sandeepjena7 =0.0.1 - automl-lib =0.0.1 and more Source cves: CVE-2020-15205 Source advisory: OSV:PYSEC-2020-128...

PYSEC-2020-286

In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, changing the TensorFlow's SavedModel protocol buffer and altering the name of required keys results in segfaults and data corruption while loading the model. This can cause a denial of service in products using tensorflow-servin...

ai4bharat-transliteration (>=1.1.0 <=1.1.3), aipack (>=0.0.1 <=0.0.5) +52 more potentially affected by CVE-2020-15210 via tensorflow (>=2.0.0 <=2.0.1)

tensorflow PYPI version =2.0.0, =1.1.0, =0.0.1, =0.1.3.2, =0.2.6, =0.2.0, =0.0.2, =1.0.0.1, =0.0.1, =1.0.4, =0.6.0.post3, =0.1.3, =1.0.0, =1.0.1 and more Source cves: CVE-2020-15210 Source advisory: OSV:PYSEC-2020-133...

azureml-designer-recommender-modules (>=0.0.1 <=0.0.9), monk-cuda100 (=0.0.1) +9 more potentially affected by CVE-2020-15202 via tensorflow-gpu (>=2.0.0 <=2.0.1)

tensorflow-gpu PYPI version =2.0.0, =0.0.1, =0.0.9 - monk-cuda100 =0.0.1 - monk-cuda100-test =0.0.1 - monk-cuda101 =0.0.1 - monk-cuda101-test =0.0.1 - monk-keras-cuda100 =0.0.1 - monk-keras-cuda100-test =0.0.1 - monk-keras-cuda101 =0.0.1 - monk-keras-cuda101-test =0.0.1 - monk-keras-cuda102 =0.0....

ai4bharat-transliteration (>=1.1.0 <=1.1.3), aipack (>=0.0.1 <=0.0.5) +52 more potentially affected by CVE-2020-15190 via tensorflow (>=2.0.0 <=2.0.1)

tensorflow PYPI version =2.0.0, =1.1.0, =0.0.1, =0.1.3.2, =0.2.6, =0.2.0, =0.0.2, =1.0.0.1, =0.0.1, =1.0.4, =0.6.0.post3, =0.1.3, =1.0.0, =1.0.1 and more Source cves: CVE-2020-15190 Source advisory: OSV:PYSEC-2020-113...

125softnlp (=0.0.1), a2 (>=0.10.11 <=0.10.13) +4742 more potentially affected by CVE-2020-15197 via tensorflow (>=1.0.1 <=2.3.0)

tensorflow PYPI version =1.0.1, =0.10.11, =0.1.0, =0.0.0, =0.6.0, =0.1.6, =1.0.0, =0.0.1, =0.2.0, =0.6.0, =0.1.0, =0.1.0, =0.2.0 and more Source cves: CVE-2020-15197 Source advisory: OSV:PYSEC-2020-120...

PYSEC-2020-284

In eager mode, TensorFlow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1 does not set the session state. Hence, calling tf.rawops.GetSessionHandle or tf.rawops.GetSessionHandleV2 results in a null pointer dereference In linked snippet, in eager mode, ctx-sessionstate returns nullptr. Since...

CVE-2020-15204

In eager mode, TensorFlow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1 does not set the session state. Hence, calling tf.rawops.GetSessionHandle or tf.rawops.GetSessionHandleV2 results in a null pointer dereference In linked snippet, in eager mode, ctx-sessionstate returns nullptr. Since...

CVE-2020-15193 Memory corruption in Tensorflow

In Tensorflow before versions 2.2.1 and 2.3.1, the implementation of dlpack.todlpack can be made to use uninitialized memory resulting in further memory corruption. This is because the pybind11 glue code assumes that the argument is a tensor. However, there is nothing stopping users from passing ...

abba-python (>=0.1.6 <=0.3.0), adpred (>=1.1.2 <=1.2.7) +233 more potentially affected by CVE-2020-15211 via tensorflow (>=1.0.1 <=1.15.3)

tensorflow PYPI version =1.0.1, =0.1.6, =1.1.2, =0.0.1, =0.3.26, =0.2.0, =0.4.2, =0.1.1, =0.1.5 - autobazaar =0.1.0 - autogan =0.0.5 - automationobjectdetection-sandeepjena7 =0.0.1 - automl-lib =0.0.1 and more Source cves: CVE-2020-15211 Source advisory: OSV:GHSA-CVPC-8PHH-8F45...

abba-python (>=0.1.6 <=0.3.0), adpred (>=1.1.2 <=1.2.7) +233 more potentially affected by CVE-2020-15208 via tensorflow (>=1.0.1 <=1.15.3)

tensorflow PYPI version =1.0.1, =0.1.6, =1.1.2, =0.0.1, =0.3.26, =0.2.0, =0.4.2, =0.1.1, =0.1.5 - autobazaar =0.1.0 - autogan =0.0.5 - automationobjectdetection-sandeepjena7 =0.0.1 - automl-lib =0.0.1 and more Source cves: CVE-2020-15208 Source advisory: OSV:GHSA-MXJJ-953W-2C2V...

abba-python (>=0.1.6 <=0.3.0), adpred (>=1.1.2 <=1.2.7) +233 more potentially affected by CVE-2020-15206 via tensorflow (>=1.0.1 <=1.15.3)

tensorflow PYPI version =1.0.1, =0.1.6, =1.1.2, =0.0.1, =0.3.26, =0.2.0, =0.4.2, =0.1.1, =0.1.5 - autobazaar =0.1.0 - autogan =0.0.5 - automationobjectdetection-sandeepjena7 =0.0.1 - automl-lib =0.0.1 and more Source cves: CVE-2020-15206 Source advisory: OSV:GHSA-W5GH-2WR2-PM6G...

ai4bharat-transliteration (>=1.1.0 <=1.1.3), aipack (>=0.0.1 <=0.0.5) +52 more potentially affected by CVE-2020-15202 via tensorflow (>=2.0.0 <=2.0.1)

tensorflow PYPI version =2.0.0, =1.1.0, =0.0.1, =0.1.3.2, =0.2.6, =0.2.0, =0.0.2, =1.0.0.1, =0.0.1, =1.0.4, =0.6.0.post3, =0.1.3, =1.0.0, =1.0.1 and more Source cves: CVE-2020-15202 Source advisory: OSV:GHSA-H6FG-MJXG-HQQ4...

abba-python (>=0.1.6 <=0.3.0), adpred (>=1.1.2 <=1.2.7) +357 more potentially affected by CVE-2018-21233 via tensorflow (>=1.0.1 <=1.6.0)

tensorflow PYPI version =1.0.1, =0.1.6, =1.1.2, =0.0.1, =0.3.26, =0.2.0, =0.3.1, =0.1.0, =0.4.2, =0.1.0, =0.4.0, =0.1.0, =0.3.1 and more Source cves: CVE-2018-21233 Source advisory: OSV:GHSA-H98H-8MXR-M8GX...

abba-python (>=0.1.6 <=0.3.0), adpred (>=1.1.2 <=1.2.7) +217 more potentially affected by CVE-2020-5215 via tensorflow (>=1.0.1 <=1.15.0)

tensorflow PYPI version =1.0.1, =0.1.6, =1.1.2, =0.0.1, =0.3.26, =0.2.0, =0.4.2, =0.1.1, =0.1.5 - autobazaar =0.1.0 - autogan =0.0.5 - automationobjectdetection-sandeepjena7 =0.0.1 - automl-lib =0.0.1 and more Source cves: CVE-2020-5215 Source advisory: OSV:GHSA-977J-XJ7Q-2JR9...