Incomplete validation in boosted trees code

Impact The code for boosted trees in TensorFlow is still missing validation. As a result, attackers can trigger denial of service via dereferencing nullptrs or via CHECK-failures as well as abuse undefined behavior binding references to nullptrs. An attacker can also read and write from heap...

arekit (>=0.21.0 <=0.22.1), arenets (>=0.23.0 <=0.23.1) +168 more potentially affected by CVE-2021-41195 via tensorflow-gpu (>=1.10.1 <=2.4.2)

tensorflow-gpu PYPI version =1.10.1, =0.21.0, =0.23.0, =0.9.2, =0.1.0, =0.0.1, =0.1.0, =0.0.1, =1.0.0, =1.0.3 - brainhance =0.0.1 - cctv-analysis =0.0.2 - chatbot-nlu =1.0.0 and more Source cves: CVE-2021-41195 Source advisory: OSV:GHSA-CQ76-MXRC-VCHH...

alphapulldown (>=0.21.2 <=0.22.3), analytics-lib (>=0.0.1 <=0.0.2) +62 more potentially affected by CVE-2021-41195 via tensorflow (>=2.5.0 <=2.5.1)

tensorflow PYPI version =2.5.0, =0.21.2, =0.0.1, =1.1.0, =0.1.0.dev2, =0.1.6, =0.8.1, =3.3.0, =0.0.24, =1.0.0, =2.0.2, =3.0.0 and more Source cves: CVE-2021-41195 Source advisory: OSV:GHSA-CQ76-MXRC-VCHH...

alwakeupword (=1.0.0), armadillin (>=0.0.2 <=0.53.0) +35 more potentially affected by CVE-2021-41195 via tensorflow (>=2.6.0 <=2.6.0rc2)

tensorflow PYPI version =2.6.0, =0.0.2, =0.0.9, =0.2.0, =4.4.0, =1.1.2, =0.2.0, =0.0.1, =1.0.0, =0.1.5, =0.2.1 and more Source cves: CVE-2021-41195 Source advisory: OSV:GHSA-CQ76-MXRC-VCHH...

a62-emotion (>=0.10.12 <=0.11.4), aiproteomics (=0.2.1) +96 more potentially affected by CVE-2021-41195 via tensorflow-cpu (>=1.15.0 <=2.4.0)

tensorflow-cpu PYPI version =1.15.0, =0.10.12, =2.0.0, =2.0.0, =1.0.0, =0.0.5, =0.3.0, =0.0.1, =0.8.1, =0.1.1, =1.3.0, =0.1.0.dev1, =0.0.1, =0.3.3 and more Source cves: CVE-2021-41195 Source advisory: OSV:GHSA-CQ76-MXRC-VCHH...

iqradre (>=0.1.5 <=0.2.1), lurara (>=0.1.0 <=0.1.1) +5 more potentially affected by CVE-2021-41195 via tensorflow-gpu (=2.6.0)

tensorflow-gpu PYPI version =2.6.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - iqradre =0.1.5, =0.1.0, =0.9.0, =1.0.5, =1.0.6 Source cves: CVE-2021-41195 Source advisory: OSV:GHSA-CQ76-MXRC-VCHH...

bent (>=0.0.9 <=0.0.80), tensorflow-recommenders-addons-gpu (>=0.3.0 <=0.4.1) potentially affected by CVE-2021-41195 via tensorflow-gpu (=2.5.1)

tensorflow-gpu PYPI version =2.5.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bent =0.0.9, =0.3.0, =0.4.1 Source cves: CVE-2021-41195 Source advisory: OSV:GHSA-CQ76-MXRC-VCHH...

125softnlp (=0.0.1), a2 (>=0.10.11 <=0.10.13) +4817 more potentially affected by CVE-2021-41195 via tensorflow (>=1.0.1 <=2.4.3)

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-2021-41195 Source advisory: OSV:GHSA-CQ76-MXRC-VCHH...

GHSA-CQ76-MXRC-VCHH Crash in `tf.math.segment_*` operations

Impact The implementation of tf.math.segment operations results in a CHECK-fail related abort and denial of service if a segment id in segmentids is large. python import tensorflow as tf tf.math.segmentmaxdata=np.ones1,10,1, segmentids=1676240524292489355 tf.math.segmentmindata=np.ones1,10,1,...

Crash in `tf.math.segment_*` operations

Impact The implementation of tf.math.segment operations results in a CHECK-fail related abort and denial of service if a segment id in segmentids is large. python import tensorflow as tf tf.math.segmentmaxdata=np.ones1,10,1, segmentids=1676240524292489355 tf.math.segmentmindata=np.ones1,10,1,...

iqradre (>=0.1.5 <=0.2.1), lurara (>=0.1.0 <=0.1.1) +5 more potentially affected by CVE-2021-41196 via tensorflow-gpu (=2.6.0)

tensorflow-gpu PYPI version =2.6.0 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - iqradre =0.1.5, =0.1.0, =0.9.0, =1.0.5, =1.0.6 Source cves: CVE-2021-41196 Source advisory: OSV:GHSA-M539-J985-HCR8...

bent (>=0.0.9 <=0.0.80), tensorflow-recommenders-addons-gpu (>=0.3.0 <=0.4.1) potentially affected by CVE-2021-41196 via tensorflow-gpu (=2.5.1)

tensorflow-gpu PYPI version =2.5.1 is affected by a known vulnerability. The following packages have a transitive dependency on tensorflow-gpu and may be impacted: - bent =0.0.9, =0.3.0, =0.4.1 Source cves: CVE-2021-41196 Source advisory: OSV:GHSA-M539-J985-HCR8...

arekit (>=0.21.0 <=0.22.1), arenets (>=0.23.0 <=0.23.1) +168 more potentially affected by CVE-2021-41196 via tensorflow-gpu (>=1.10.1 <=2.4.2)

tensorflow-gpu PYPI version =1.10.1, =0.21.0, =0.23.0, =0.9.2, =0.1.0, =0.0.1, =0.1.0, =0.0.1, =1.0.0, =1.0.3 - brainhance =0.0.1 - cctv-analysis =0.0.2 - chatbot-nlu =1.0.0 and more Source cves: CVE-2021-41196 Source advisory: OSV:GHSA-M539-J985-HCR8...

a62-emotion (>=0.10.12 <=0.11.4), aiproteomics (=0.2.1) +96 more potentially affected by CVE-2021-41196 via tensorflow-cpu (>=1.15.0 <=2.4.0)

tensorflow-cpu PYPI version =1.15.0, =0.10.12, =2.0.0, =2.0.0, =1.0.0, =0.0.5, =0.3.0, =0.0.1, =0.8.1, =0.1.1, =1.3.0, =0.1.0.dev1, =0.0.1, =0.3.3 and more Source cves: CVE-2021-41196 Source advisory: OSV:GHSA-M539-J985-HCR8...

alwakeupword (=1.0.0), armadillin (>=0.0.2 <=0.53.0) +35 more potentially affected by CVE-2021-41196 via tensorflow (>=2.6.0 <=2.6.0rc2)

tensorflow PYPI version =2.6.0, =0.0.2, =0.0.9, =0.2.0, =4.4.0, =1.1.2, =0.2.0, =0.0.1, =1.0.0, =0.1.5, =0.2.1 and more Source cves: CVE-2021-41196 Source advisory: OSV:GHSA-M539-J985-HCR8...

alphapulldown (>=0.21.2 <=0.22.3), analytics-lib (>=0.0.1 <=0.0.2) +62 more potentially affected by CVE-2021-41196 via tensorflow (>=2.5.0 <=2.5.1)

tensorflow PYPI version =2.5.0, =0.21.2, =0.0.1, =1.1.0, =0.1.0.dev2, =0.1.6, =0.8.1, =3.3.0, =0.0.24, =1.0.0, =2.0.2, =3.0.0 and more Source cves: CVE-2021-41196 Source advisory: OSV:GHSA-M539-J985-HCR8...

125softnlp (=0.0.1), a2 (>=0.10.11 <=0.10.13) +4817 more potentially affected by CVE-2021-41196 via tensorflow (>=1.0.1 <=2.4.3)

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-2021-41196 Source advisory: OSV:GHSA-M539-J985-HCR8...

GHSA-M539-J985-HCR8 Crash in `max_pool3d` when size argument is 0 or negative

Impact The Keras pooling layers can trigger a segfault if the size of the pool is 0 or if a dimension is negative: python import tensorflow as tf poolsize = 2, 2, 0 layer = tf.keras.layers.MaxPooling3Dstrides=1, poolsize=poolsize inputtensor = tf.random.uniform3, 4, 10, 11, 12, dtype=tf.float32 r...

Crash in `max_pool3d` when size argument is 0 or negative

Impact The Keras pooling layers can trigger a segfault if the size of the pool is 0 or if a dimension is negative: python import tensorflow as tf poolsize = 2, 2, 0 layer = tf.keras.layers.MaxPooling3Dstrides=1, poolsize=poolsize inputtensor = tf.random.uniform3, 4, 10, 11, 12, dtype=tf.float32 r...

a62-emotion (>=0.10.12 <=0.11.4), aiproteomics (=0.2.1) +96 more potentially affected by CVE-2021-41197 via tensorflow-cpu (>=1.15.0 <=2.4.0)

tensorflow-cpu PYPI version =1.15.0, =0.10.12, =2.0.0, =2.0.0, =1.0.0, =0.0.5, =0.3.0, =0.0.1, =0.8.1, =0.1.1, =1.3.0, =0.1.0.dev1, =0.0.1, =0.3.3 and more Source cves: CVE-2021-41197 Source advisory: OSV:GHSA-PRCG-WP5Q-RV7P...